Session 1: Time Series
Session Chair: Rui Zhu, Shenyang Aerospace University, China
Room: 402
Time: Monday, August 21, 1:30pm-3:00pm
- ID503: An Adaptive Data-Driven Imputation Model for Incomplete Event Series. Jiadong Chen (Shanghai Jiao Tong University)*; Hengyu Ye (Shanghai Jiao Tong University); Xiaofeng Gao (Shanghai Jiaotong University); Fan Wu (Shanghai Jiao Tong University); Linghe Kong (Shanghai Jiao Tong University); Guihai Chen (Shanghai Jiao Tong University)
- ID29: From Time Series to Multi-Modality: Classifying Multivariate Time Series via Both 1D and 2D Representations. Chao Yang (University of Technology, Sydney)*; Xianzhi Wang (University of Technology Sydney); Lina Yao (University of New South Wales); Guodong Long (University of Technology Sydney); Guandong Xu (University of Technology Sydney, Australia)
- ID30: Exploring the Effectiveness of Positional Embedding on Transformer-based Architectures for Multivariate Time Series Classification. Chao Yang (University of Technology, Sydney)*; Yakun Chen (University of Technology Sydney); Zihao Li (University of Technology Sydney); Xianzhi Wang (University of Technology Sydney)
- ID330: Modeling of Repeated Measures for Time-to-Event Prediction. Jianfei Zhang (Université de Sherbrooke)*; Lifei Chen (Fujian Normal University); Shengrui Wang (University of Sherbrooke)
- ID324: A Method for Identifying the Timeliness of Manufacturing Data Based on Weighted Timeliness Graph. Zehua Liu (College of Computer Science, Sichuan University)*; Xuefeng Ding (College of Computer Science, Sichuan University); Yuming Jiang (College of Computer Science, Sichuan University); Dasha Hu (College of Computer Science, Sichuan University)
- ID365: STAD: Multivariate Time Series Anomaly Detection Based on Spatio-temporal Relationship. Keyu Chen (Zhengzhou University); Guoping Zhao (Esunny Information Technology, Zhengzhou Commodity Exchange)*; Zhenfeng Yao (Zhengzhou Commodity Exchange); Zhihong Zhang (Zhengzhou University)
Session 2: Recommendation I
Session Chair: Bing Li, Technology and Research (A*STAR), Singapore
Room: 406
Time: Monday, August 21, 1:30pm-3:00pm
- ID19: Refined Node Type Graph Convolutional Network for Recommendation. Wei He (Donghua university)*; Guohao Sun (Donghua university); Jinhu Lu (Donghua University); Xiu FANG (Donghua University); Guanfeng Liu (Macquarie University); Jian Yang (Macquarie University)
- ID163: Multi-level Noise Filtering and Preference Propagation Enhanced Knowledge Graph Recommendation. Ge Zhao (Southwest University)*; Shuaishuai Zu (southwest university); Li Li ( Southwest University); Zhisheng Yang (Southwest University)
- ID168: Enhancing Knowledge-aware Recommendation with Contrastive Learning. Xinyue Zhang(University of Electronic Science and Technology of China)*; Hui Gao (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China)
- ID206: Knowledge-Rich Influence Propagation Recommendation Algorithm Based on Graph Attention Networks. Yuping Yang (Nankai University)*; Guifei Jiang (Nankai University); Yuzhi Zhang (Nankai University)
- ID23: A Novel Variational Autoencoder with Multi-Position Latent Self-Attention and Actor-Critic for Recommendation. Jiamei Feng (South China Normal University); Mengchi Liu (South China Normal University)*; Song Hong (South China Normal University); Shihao Song (South China Normal University)
- ID124: Fair Re-ranking Recommendation Based on Debiased Multi-Graph Representations. Fangyu Han (China University of Mining and Technology); Shumei Wang (Jiangsu Normal University); Jiayu Zhao (China University of Mining and Technology); Wu Renhui (China University of Mining and Technology); Xiaobin Rui (China University of Mining and Technology); Zhixiao Wang (China University of Mining and Technology)*
Session 3: Information Extraction
Session Chair: Weitong Tony Chen, Adelaide University, Australia
Room: 407
Time: Monday, August 21, 1:30pm-3:00pm
- ID197: FastNER: Speeding Up Inferences for Named Entity Recognition Tasks. Yuming Zhang (PAHT); Xiangxiang Gao (Shanghai Jiaotong University); Wei Zhu (East China Normal University)*; Xiaoling Wang (East China Normal University)
- ID219: CPMFA: A Character Pair-Based Method for Chinese Nested Named Entity Recognition. Xiayan Ji (College of Physics and Electronic Information Engineering, Zhejiang Normal University)*; Lina Chen (Zhejiang normal university); Fangyao Shen (School of Computer Science and Technology, Zhejiang Normal University); Hongjie Guo (School of Computer Science and Technology, Zhejiang Normal University); Hong Gao (Zhejiang Normal University)
- ID428: STMC-GCN: A Span Tagging Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction. Chao Yang (Inner Mongolia University)*
- ID32: Exploring the Design Space of Unsupervised Blocking with Pre-trained Language Models in Entity Resolution. Chenchen Sun (Tianjin University of Technology)*; Yuyuan Jin (Tianjin University of Technology); Yang Xu (Tianjin University of Technology); Derong Shen (Northeastern University); Tiezheng Nie (Northeastern Univeristy); Xite Wang (Dalian Maritime University)
- ID98: Joint Modeling of Local and Global Semantics for Contrastive Entity Disambiguation. Rui Meng (BNU-HKBU United International College); Ke Yuhua (BNU-HKBU United International College)*; Xue Shaojie (BNU-HKBU United International College); Ziqi Chen (BNU-HKBU United International College)
- ID470: KFEA: Fine-grained Review Analysis using BERT with Attention: A Categorical and Rating-based Approach. Huang Liting (Hainan University)*; Yang Yongyue (Hainan University); Tang Xingli (Hainan university); Hui Zhou (Hainan University); Chunyang Ye (Hainan University)
Session 4: Emotional Analysis
Session Chair: Shi Feng, Northeastern University, China
Room: 405
Time: Monday, August 21, 3:30pm-5:45pm
- ID355: Discovery of Emotion Implicit Causes in Products based on Commonsense Reasoning. Qiutong Guo (Sun Yat-sen University); Jianxing Yu (Sun Yat-sen University)*; Yufeng Zhang (Sun Yat-sen University); Haowei Jiang (Sun Yat-sen University); Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University)
- ID350: Multi-modal Multi-emotion Emotional Support Conversation. Guangya Liu (Sun Yat-sen University); Xiao Dong (Sun Yat-sen University); Jianxing Yu (Sun Yat-sen University)*; Mengjiao Gan (Sun Yat-sen University); Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University)
- ID184: Exploiting Pseudo Future Contexts for Emotion Recognition in Conversations. Yinyi Wei (Peking University)*; Shuaipeng Liu (Meituan Group); Hailei Yan (Meituan); Wei Ye (Peking University); Tong Mo (Peking University); Guanglu Wan (Meituan)
- ID352: Generating Enlightened Suggestions based on Mental State Evolution for Emotional Support Conversation. Mengjiao Gan (Sun Yat-sen University); Jianxing Yu (Sun Yat-sen University)*; Xiao Dong (Sun Yat-sen University); Shuang Qiu (Guangdong University of Education); Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University)
- ID160: Deep One-Class Fine-Tuning for Imbalanced Short Text Classification in Transfer Learning. Saugata Bose (University of Wollongong)*; Guoxin Su (University of Wollongong); Li Liu (Chongqing University)
- ID422: EmoKnow: Emotion- and Knowledge-oriented Model for COVID-19 Fake News Detection. Yuchen zhang (macquarie university)*; Xing Su (Macquarie University); Jia Wu (Macquarie University); Jian Yang (Macquarie University); Hao Fan (Wuhan University); Xiaochuan Zheng (Wuhan University)
- ID195: Popular Songs: The Sentiment Surrounding the Conversation. Julian Stefanzick (Seattle University); Xin Zhao (Seattle University)*
- ID73: Market Sentiment Analysis based on Social Media and Trading Volume for Asset Price Movement Prediction. Jiahao Li (University of Macau); Yuyun Gong (University of Macau); Qinghua Zhao (University of Macau)*; Xie Yufan (University of Macau); Simon Fong (University of Macau); Jerome YEN (The University of Macau)
Session 5: Data Mining
Session Chair: Mo Li, Liaoning University, China
Room: 408
Time: Monday, August 21, 3:30pm-5:45pm
- ID491: Efficient mining of high utility co-location patterns based on a query strategy. Vanha Tran (FPT University)*; Wang Lizhen (Yunnan University); Jinpeng Zhang (Yunnan University;Yunnan University of Finance and Economics); Thanhcong Do (FPT University)
- ID494: Point-level Label-free Segmentation Framework for 3D Point Cloud Semantic Mining. Anan Du (University of New South Wales); Shuchao Pang (Nanjing University of Science and Technology)*; Mehmet Orgun (Macquarie University)
- ID12: CD-BNN: Causal Discovery with Bayesian Neural Network. Shuliang Wang (Beijing Institute of Technology)*; Xiaojia Liu (Beijing Institute of Technology); Qi Li (Beijing institute of technology); Hanning Yuan (Beijing Institute of Technology); Ye Yuan ( Beijing Institute of Technology)
- ID45: A Preference-based Indicator Selection Hyper-heuristic for Optimization Problems. Adeem Ali Anwar (Macquarie University, Sydney, NSW, Australia, 2109)*; Irfan Younas (Odyssey Analytics); Guanfeng Liu (Macquarie University); Xuyun Zhang (Macquarie University)
- ID448: An Elastic Scalable Grouping for Stateful Operators in Stream Computing Systems.Si Lei (China University of Geosciences, Beijing); Dawei Sun (China University of Geosciences, Beijing)*; Atul Sajjanhar (Deakin University)
- ID21: Incremental natural gradient boosting for probabilistic regression. Weiwen Wu (Southwest University of Science and Technology)*; hui zhang (Southwest University of Science and Technology); Chunming Yang (Southwest University of Science and Technology); Bo Li (Southwest University of Science and Technology); xujian zhao (Southwest University of Science and Technology)
- ID421: Discovering Skyline Periodic Itemset Patterns in Transaction Sequences. Guisheng Chen (Jilin University)*; Zhanshan Li (Jilin University)
- ID499: Double-optimized CS-BP Anomaly Prediction for Control Operation Data. Ming Wan (School of Information, Liaoning University)*
- ID47: Bridging the Interpretability Gap in Coupled Neural Dynamical Models. Mingrong Xiang (Deakin University)*; Wei Luo (Deakin University); Jingyu Hou ( Deakin University); Wenjing Tap (Southwest University)
Session 6: Traffic
Session Chair: Xiaoshi Song, Northeastern University, China
Room: 402
Time: Monday, August 21, 3:30pm-5:45pm
- ID501: MANet: An End-to-End Multiple Attention Network for Extracting Roads around EHV Transmission Lines from High-Resolution Remote Sensing Images. Yaru Ren (College of Computer , Inner Mongolia University)*; Xiangyu Bai (College of Computer , Inner Mongolia University)
- ID244: Deep Reinforcement Learning for Solving the Trip Planning Query. Changlin Zhao (Shenyang Aerospace University); Li Jiajia (Shenyang Aerospace University)*; Na Guo (Shenyang Aerospace University); Rui Zhu (Shenyang Aerospace University); Tao Qiu (Shenyang Aerospace University); Chuanyu Zong (Shenyang Aerospace University)
- ID290: MDCN: Multi-Scale Dilated Convolutional Enhanced Residual Network for Traffic Sign Detection. Yan Ke (XinJiang University); Wanghao Mo (XinJiang University); Zhe LI (Hong Kong Polytechnic University); Wendong Zhang (XinJiang University)*; Ruyi Cao (XinJiang University)
- ID18: Identifying Critical Congested Roads based on Traffic Flow-Aware Road Network Embedding. Jing Zhao (State Key Laboratory of Precision Blasting, Jianghan University; School of Artificial Intelligence, Jianghan University); Peng Cheng (East China Normal University); Qixiang Ge (School of Artificial Intelligence, Jianghan University); Xun Zhu (School of Artificial Intelligence, Jianghan University); Lei Chen (Hong Kong University of Science and Technology); Xi Guo (University of Science and Technology Beijing); Jinshan Sun (State Key Laboratory of Precision Blasting, Jianghan University); Yanfang Yang (China Academy of Transportation Sciences)*
- ID95: A Cross-Region-based Framework for Supporting Car-Sharing. Rui Zhu (Shenyang Aerospace University)*; xuexin zhang (Shenyang Aerospace University); xin wang (shenyang aircraft corporation); Li Jiajia (Shenyang Aerospace University); Zhang anzhen (Shenyang Aerospace University); Chuanyu Zong (Shenyang Aerospace University)
- ID374: Attention-based Spatial-Temporal Graph Convolutional Recurrent Networks for Traffic Forecasting. Haiyang Liu (Soochow University); Chunjiang Zhu (University of North Carolina Greensboro); Detian Zhang (Soochow University)*; Qing Li (The Hong Kong Polytechnic University)
- ID441: Transformer Based Driving Behavior Safety Prediction For New Energy Vehicles. Hao Lin (East China Normal University)*; Junjie Yao (East China Normal University)
- ID370: Graph Convolution Recurrent Denoising Diffusion Model for Multivariate Probabilistic Temporal Forecasting. Ruikun Li (The University of Sydney)*; Xuliang Li (USYD); Shiying Gao (The University of Sydney); Boris Choy (USYD); Junbin Gao (University of Sydney, Australia)
- ID26: A Bottom-Up Sampling Strategy for Reconstructing Geospatial Data from Ultra Sparse Inputs. Marco Landt-Hayen (GEOMAR Helmholtz Centre for Ocean Research)*; Yannick Wölker (GEOMAR Helmholtz Centre for Ocean Research); Willi Rath (GEOMAR); Martin Claus (Christian-Albrechts-Universität zu Kiel)
Session 7: Recommendation II
Session Chair: Tao Qiu, Shenyang Aerospace University, China
Room: 406
Time: Monday, August 21, 3:30pm-5:45pm
- ID106: Feature Representation Enhancing by Context Sensitive Information in CTR Prediction. Haibo Liu (School of Cyber Security and Computer,Hebei University); Yafang Guo (School of Cyber Security and Computer,Hebei University)*; Liang Wang (School of Cyber Security and Computer,Hebei University); Xin Song ( Hebei University)
- ID295: ProtoMix: Learnable Data Augmentation on Few-shot Features with Vector Quantization in CTR Prediction. Haijun Zhao (Sun Yat-Sen University)*; ying jiang (sun yat sen university); Chang-Dong Wang (Sun Yat-sen University); Ronghai Xu (Sun Yat-sen University)
- ID438: When Alignment Makes a Difference: A Content-Based Variational Model for Cold-Start CTR Prediction. Jianyu Ren (Soochow University)*; Ruoqian Zhang (Soochow University)
- ID170: Dual-Ganularity Contrastive Learning for Session-based Recommendation. Zihan Wang (Northeastern Univercity); Gang WU (NEU)*; Haotong Wang (NEU)
- ID17: Efficient Graph Collaborative Filtering with Multi-layer Output-enhanced Contrastive Learning. Keke Li (Shandong University of Technology); Shaoqing Wang (Shandong University of technology)*; Shun Zheng (Shandong University of Technology); Xia Wu (Shandong University of Technology); Yao Zhang (Shandong University of Technology); Fuzhen Sun (Shandong University of Technology)
- ID190: Influence Maximization with Tag Revisited: Exploiting the Bi-Submodularity of the Tag-Based Influence Function. Suman Banerjee (IIT Jammu)*; Atharva Tekawade (IIT Jammu)
- ID65: Multi-Interest Aware Graph Convolution Network for Social Recommendation. Zhengyi Guo (Shanghai Jiao Tong University)*; Yanmin Zhu (Shanghai Jiao Tong University); Zhaobo Wang (Shanghai Jiao Tong University); Mengyuan Jing (Shanghai Jiao Tong University)
- ID285: Enhancing Multimedia Recommendation through Item-Item Semantic Denoising and Global Preference Awareness. Yanlong Zhang (Soochow University)*; Shangfei Zheng (Soochow University); Qian Zhou (Soochow University); Wei Chen (Soochow University); Lei Zhao (Soochow University)
- ID248: Resident-based Store Recommendation Model for Community Commercial Planning. Kaiwen Wu (East China Normal University)*; Yanhu Li (East China Normal University); Xiaofeng He (East China Normal University)
Session 8: Knowledge Graph
Session Chair: Xin Wang, Tianjin University, China
Room: 407
Time: Monday, August 21, 3:30pm-5:45pm
- ID143: Improving Distance Based Knowledge Graph Embedding via Contrastive Learning. Yafei Liu (Southwest university)*; Li LI ( Southwest University); Shuaishuai Zu (southwest university)
- ID262: Knowledge Graph Completion with Information Adaptation and Refinement. Yifan Liu (Xi'an Jiaotong University); Bin Shang (Xi’an Jiaotong University); Chenxin Wang (Xi'an Jiaotong University); Yinliang Zhao (Xi'an Jiaotong University)*
- ID14: Duet Representation Learning with Entity Multi-Attribute Information in Knowledge Graphs. Yuanbo Xu (Jilin University); Yuanbo Zhang (Jilin University); Yongjian Yang (Jilin University); Hangtong Xu (Jilin University)*; Lin Yue (University of Newcastle)
- ID209: TKGAT: Temporal Knowledge Graph Representation Learning Using Attention Network. shaowei zhang (Tianjin University); Zhao Li (Tianjin University); Xin Wang (Tianjin University)*; Zirui Chen (Tianjin University); WenBin Guo (Tianjin University)
- ID228: Separate-and-Aggregate: A Transformer-based Patch Refinement Model for Knowledge Graph Completion. Chen Chen (Nanyang Technological University)*; Yufei Wang (Macquarie University); Yang Zhang (Macquarie University); Quan Z. Sheng (Macquarie University); Kwok-Yan Lam (Nanyang Technological University)
- ID335: Two Birds With One Stone: An Link Prediction Model for Knowledge Hypergraph Based on Fully-Connected Tensor Decomposition. Jun Pang (Wuhan University of Science and Technology)*; Hong-Chao Qing (Beijing Institute of Technology); Yan Liu (Wuhan Jiangang Middle School); Xiao-Qi Liu (Wuhan University of Science and Technology)
- ID333: HEM: an improved parametric link prediction algorithm based on hybrid network evolution mechanism. Dejing Ke (UESTC)*; Jiansu Pu (UESTC)
- ID404: Joint embedding of local structures and evolutionary patterns for temporal link prediction. Tingxuan Chen (Central South University); Jun Long (Central South University); Liu Yang (School of Computer Science and Engineering, Central South University)*; Guohui Li (Central South University); Shuai Luo (Central South University); Meihong Xiao (Central South University)
Session 9: Multimedia
Session Chair: Jun Pang, Wuhan University of Science and Technology
Room: 408
Time: Tuesday, August 22, 1:30pm-3:00pm
- ID393: DQN-based Stitching Algorithm for Unmanned Aerial Vehicle Images. wenci Liu (Liaoning University)*; Ji Ma (Liaoning University); Tingwei Chen (LiaoNing University)
- ID409: HM-QCNN: Hybrid Multi-branches Quantum-Classical Neural Network for image classification. Haowen Liu (Zhengzhou university); Yufei Gao (Zhengzhou University)*; Lei Shi (Zhengzhou University); Lin Wei (Zhengzhou University); Zheng Shan (State Key Laboratory of Mathematical Engineering and Advanced Computing); Bo Zhao (State Key Laboratory of Mathematical Engineering and Advanced Computing)
- ID38: DetOH: An Anchor-free Object Detector with Only Heatmaps. Ruohao Wu (Tsinghua University)*; Xi Xiao (Tsinghua University); Guangwu Hu (Shenzhen Institute of Information Technology); Hanqing Zhao (Beijing Research Institute of Telemetry); Han Zhang (Beijing Research Institute of Telemetry); Yongqing Peng (Beijing Research Institute of Telemetry)
- ID397: LAANet: An Efficient Automatic Modulation Recognition Model Based on LSTM-Autoencoder and Attention Mechanism. Qing Li (Institute of Software Chinese Academy of Sciences)*
- ID332: A Compact Phoneme-To-Audio Aligner for Singing Voice. Meizhen Zheng (Department of Artificial Intelligence, School of Informatics Xiamen University, China, Xiamen)*; Peng Bai (Xiamen University); Xiaodong Shi (Xiamen University)
- ID49: Song-to-Video Translation: Writing a Video from Song Lyrics Based on Multimodal Pre-Training. Feifei Fu (Renmin University of China); Zelong Sun (Renmin university of China); Guoxing Yang (Renmin University of China); Xiaolong He (Renmin University of China); Zhiwu Lu (Renmin University of China)*
Session 10: Medical Image Analysis
Session Chair: Wenjun Tan, Northeastern University, China
Room: 402
Time: Tuesday, August 22, 1:30pm-3:00pm
- ID394: Breast Cancer Histopathology Image Classification Using Frequency Attention Convolution Network. Ruidong Lu (Dalian Minzu University); Qiule Sun (Dalian University of Technology); Xueyan Ding (Dalian Minzu University); Jianxin Zhang (Dalian Minzu University)*
- ID46: Wavelet-SVDD: Anomaly Detection and Segmentation with Frequency Domain Attention. Linhui Zhou (Central University Of Finance And Economics)*; Weiyu Guo (Central University of Finance and Economics); Jing Cao (China United Network Communications Group Co.,Ltd); Xinyue Zhang (Central University Of Finance And Economics); Yue Wang (Central University Of Finance And Economics, Information School)
- ID364: Anatomical-Functional Fusion Network for Lesion Segmentation using Dual-view CEUS. Peng Wan (Nanjing University of Aeronautics and Astronautics,China)*; Daoqiang Zhang (Nanjing University of Aeronautics and Astronautics, China); Chunrui Liu (Affiliated Drum Tower Hospital, Medical School of Nanjing University)
- ID363: SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk Segmentation. Hongzhi Liu (Southeast University)*; Shiyu Zhu (NanJing University of Science and Technology); Qianjin Feng (Southern Medical University); Yang Chen (Southeast University)
- ID447: SNN-BS: A Clinical Terminology Standardization Method using Siamese Networks with Batch Sampling Strategy. Xiao Wei (Shanghai University)*; XiaoXin Wang (Shanghai University); Nengjun Zhu (Shanghai University)
Session 11: Natural Language
Session Chair: Daling Wang, Northeastern University, China
Room: 406
Time: Tuesday, August 22, 1:30pm-3:00pm
- ID177: Read then Respond: Multi-granularity Grounding Prediction for Knowledge-Grounded Dialogue Generation. Yiyang Du (Beihang University)*; Shiwei Zhang ( Baidu Inc.); Wu XianJie (BeiHang University); Zhao Yan (Tencent); Yunbo Cao (Tencent); Zhoujun Li (Beihang University)
- ID33: SUMO-PEGASUS: A Two-Stage Model for Long Text Summarization. Chao Chang (South China Normal University)*; Junming Zhou (South China Normal University); Xianagwei Zeng (South China Normal University); Yong Tang (South China Normal University)
- ID215: An Extractive Automatic Summarization Method for Chinese Long Text. Jizhao zhu (shenyang aerospace university); Wenyu Duan (Shenyang Aerospace University)*; Naitong Yu (Key Laboratory of Network Data Science and Technology, Institute of Computing Technology); Xinlong Pan (Naval Aviation University); Chunlong Fan (Shenyang Aerospace University)
- ID423: A Likelihood Probability-based Online Summarization Ranking Model. Shuhao Yue (Hubei University)*; Dunhui Yu (Hubei University); Di Xie (Hubei University)
- ID356: Spatial Commonsense Reasoning for Machine Reading Comprehension. Miaopei Lin (Sun Yat-sen University); Jianxing Yu (Sun Yat-sen University)*; Shiqi Wang (Sun Yat-Sen University); Hanjiang Lai (Sun Yat-Sen university); Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University)
- ID53: Multimodal learning for Automatic Summarization: A Survey. Zhicheng Zhang (UQ)*
- ID79: Deep Knowledge Tracing with Concept Trees. Yupei Zhang (Northwestern Polytechnical University)*; Rui An (Northwestern Polytechnical University); Wenxin Zhang (Northwestern Polytechnical University); Shuhui Liu (Tsinghua University); Xuequn Shang (Northwestern Polytechnical University)
Session 12: Privacy and Security
Session Chair: Ningning Cui, Anhui University, China
Room: 407
Time: Tuesday, August 22, 1:30pm-3:00pm
- ID59: Cryptography-Inspired Federated Learning for Generative Adversarial Networks and Meta Learning. Yu Zheng (The Chinese University of Hong Kong)*; Wei Song (Northeastern University); Sherman S. M. Chow (The Chinese University of Hong Kong); Minxin Du (The Chinese University of Hong Kong); Qian Lou (University of Central Florida); Yongjun Zhao (ByteDance); Xiuhua Wang (Huazhong University of Science and Technology)
- ID129: A Hessian-Based Federated Learning Approach to tackle Statistical Heterogeneity. Adnan Ahmad (Deakin University)*; Wei Luo (Deakin University); Antonio Robles-Kelly (Deakin University)
- ID62: Analyzing the Convergence of Federated Learning with Biased Client Participation. Lei Tan (Sun Yat-sen University)*; Miao Hu (Sun Yat-sen University); Yipeng Zhou (Macquarie University); Di Wu (Sun Yat-Sen University)
- ID439: Privacy Lost in online Education: Analysis of Web Tracking Evolution. Zhan Su (University of Copenhagen)*; Rasmus Helles (University of Copenhagen); Ali Al-Laith (University of Copenhagen); Antti Veilahti (University of Copenhagen); Akrati Saxena (Eindhoven University of Technology); Jakob Grue Simonsen (University of Copenhagen)
- ID474: DANAA: Towards transferable attacks with double adversarial neuron attribution. Zhibo Jin (The University of Sydney); Zhiyu Zhu (The University of Sydney); Xinyi Wang (Jiangsu University); Jiayu Zhang (Suzhou Yierqi); Jun Shen (University of Wollongong); Huaming Chen (The University of Sydney)*
- ID471: CRNN-SA: A Network Intrusion Detection Method Based on Deep Learning. Jue Chen (Shanghai University of Engineering Science); Wanxiao Liu (Shanghai University of Engineering Science)*; Xihe Qiu (Shanghai University of Engineering Science)
Session 13: Applications
Session Chair: Xueyun Sean Zhang, Macquarie University, Australia
Room: 405
Time: Tuesday, August 22, 3:30pm-5:45pm
- ID44: Conspiracy Spoofing Orders Detection with Transformer-based Deep Graph Learning. Le Kang (Tsinghua University)*; Tai-Jiang Mu (Tsinghua University); Xiaodong Ning (Zhengzhou Commodity Exchange)
- ID214: A Novel Explainable Rumor Detection Model with Fusing Objective Information. Junlong Wang (Nanjing University of Aeronautics and Astronautics)*; Dechang Pi (Nanjing University of Aeronautics and Astronautics); Mingtian Ping (Nanjing University of Aeronautics and Astronautics); Zhiwei Chen (Nanjing University of Aeronautics and Astronautics)
- ID408: VLS: A Reinforcement Learning-based Value Lookahead Strategy for Multi-product Order Fulfillment. Ryan Wickman (University of Memphis); Junxuan Li (Microsoft); Xiaofei Zhang (University of Memphis)*
- ID188: Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy. Shilong Deng (University of Electronic Science and Technology of China); Zetao Zheng (University of Electronic Science and Technology of China); Hongcai He (University of Electronic Science and Technology of China); Jie Shao (University of Electronic Science and Technology of China)*
- ID116: Ensemble Learning based Employment Recommendation under Interaction Sparsity for College Students. haiping zhu (Xi'an Jiaotong University); Yifei Zhao (Xi'an Jiaotong University); Yuchen Wu (Xi'an Jiaotong University); Yan Chen (MOEKLINNS, School of Electronic and Information Engineering, Xi’an Jiaotong University, China); Wenhao Li (Xi'an Jiaotong University)*; Qinghua Zheng (Xi'an Jiaotong University); Feng Tian (Xi'An Jiaotong University)
- ID492: How does ChatGPT Affect Fake News Detection Systems?. Bo Li (Griffith University)*; Jiaxin Ju (Griffith University); Shirui Pan (Griffith University); Can Wang (Griffith University)
- ID318: CNGT: Co-attention Networks with Graph Transformer for Fact Verification. Jing Yuan (Nankai University); Chen Chen (Nankai University)*; Chunyan Hou (Tianjin University of Technology); Xiaojie Yuan (Nankai Univeristy)
Session 14: Multi-Modal
Session Chair: Xiaoli Wang, Xiamen University, China
Room: 408
Time: Tuesday, August 22, 3:30pm-5:45pm
- ID220: Supervised Discriminative Discrete Hashing for Cross-modal Retrieval. XINGYU LU (University of Macau)*; Chi-Man Pun (University of Macau)
- ID357: A Knowledge-enhanced Inferential Network for Cross-modality Multi-hop VQA. Shiqi Wang (Sun Yat-Sen University); Jianxing Yu (Sun Yat-sen University)*; Miaopei Lin (Sun Yat-sen University); Shuang Qiu (Guangdong University of Education); Xiaofeng Luo (Guangdong Industry Polytechnic); Jian Yin (Sun Yat-Sen University)
- ID383: Multi-Head Similarity Feature Representation and Filtration for Image-Text Matching. Mengqi Jiang (Guangxi Normal University); Shichao Zhang (Guangxi Normal University)*; Debo Cheng (University of South Australia); Leyuan Zhang (Durham University); Guixian Zhang (Guangxi Normal University)
- ID424: Multimodal Conditional VAE for Zero-shot Real-world Event Discovery. Zhuopan Yang (Guangdong University of Technology)*; Di Luo (Guangdong University of Technology); Jiuxiang You (Guangdong University of Technology); Zhiwei Guo (Guangdong University of Technology); Zhenguo Yang (Guangdong University of Technology)
- ID271: MAMRP: Multi-modal Data Aware Movie Rating Prediction. Mingfu Qin (Soochow University)*; Qian Zhou (Soochow University); Wei Chen (Soochow University); Lei Zhao (Soochow University)
- ID274: MFMGC: A Multi-Modal Data Fusion Model for Movie Genre Classification. Xiaorui Yang (Soochow University)*; Qian Zhou (Soochow University); Wei Chen (Soochow University); Lei Zhao (Soochow University)
- ID340: TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge. BiHui Yu (Shenyang institute of computing technology, Chinese academy of sciences); Linzhuang Sun (Shenyang institute of computing technology, Chinese academy of sciences; University of Chinese Academy of Sciences)*; Jingxuan Wei (Shenyang institute of computing technology, Chinese academy of sciences; University of Chinese Academy of Sciences); Shuyue Tan (Shenyang institute of computing technology, Chinese academy of sciences; University of Chinese Academy of Sciences); Yiman Zhao (Shenyang institute of computing technology, Chinese academy of sciences; University of Chinese Academy of Sciences); Liping Bu (Shenyang institute of computing technology, Chinese academy of sciences)
Session 15: Pharmaceutical Data Analysis
Session Chair: Xiaofeng He, East China Normal University, China
Room: 402
Time: Tuesday, August 22, 3:30pm-5:45pm
- ID343: Drug-target interaction prediction based on drug subgraph fingerprint extraction strategy and subgraph attention mechanism. Lizhi Wang (Wuhan University of Science and Technology); Xiaolong Zhang (Wuhan University of Science and Technology)*; Xiaoli Lin (Wuhan University of Science and Technology); Jing Hu (Wuhan University of Science and Technology)
- ID117: Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. Yang Wang (University of Technology Sydney)*; Xueping Peng (University of Technology Sydney); Tao Shen (University of Technology Sydney); Allison Clarke (Australian Government Department of Health and Aged Care); Paul Martin (Australian Government Department of Health and Aged Care); Clement Schlegel ( Australian Government Department of Health and Aged Care); Guodong Long (University of Technology Sydney)
- ID114: Graph Convolution Synthetic Transformer for Chronic Kidney Disease Onset Prediction. Di Zhu (Nanjing University of Aeronautics and Astronautics); Yi Liu (Nanjing University of Aeronautics and Astronautics); Weitong Chen (Adelaide University); Yanda Wang (Nanjing Normal University); Yefan Huang (Xiamen University); Xiaoli Wang (Xiamen University); Ken Cai (Zhongkai University of Agriculture and Engineering); Bohan Li (Nanjing University of Aeronautics and Astronautics)*
- ID123: csl-MTFL: Multi-task feature learning with joint correlation structure learning for Alzheimer’s disease cognitive performance prediction. Wei Liang (Northeastern university); Kai Zhang (Northeastern University); Peng Cao (Northeastern University)*; Liu Xiaoli (Alibaba Group); Jinzhu Yang (northeastern university); Osmar Zaiane (University of Alberta)
- ID281: Multi-Level Transformer for Cancer Outcome Prediction in Large-Scale Claims Data. Leah Gerrard (UTS)*; Xueping Peng (University of Technology Sydney); Allison Clarke (Australian Government Department of Health and Aged Care); Guodong Long (University of Technology Sydney)
- ID454: Individual Functional Network Abnormalities Mapping via Graph Representation-based Neural Architecture Search. Qing Li (Beijing Normal University); Haixing Dai (University of Georgia); Jinglei Lv (The University of Sydney); Lin Zhao (University of Georgia); Zhengliang Liu (University of Georgia); Zihao Wu (University of Georgia); Xia Wu (Beijing Normal University); Claire Coles (Emory University); Xiaoping Hu (University of California); Tianming Liu (University of Georgia)*; Dajiang Zhu (University of Texas at Arlington)
- ID36: A novel application of a mutual information measure for analysing temporal changes in healthcare network graphs. David Ben-Tovim (Flinders University); Mariusz Bajger (Flinders University); Shaowen Qin (Flinders University)*
- ID111: Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation. Honglin Shu (Hong Kong Polytechnic University)*; Pei Gao (Nara Institute of Science and Technology); Lingwei Zhu (University of Alberta); Zheng Chen (Osaka univerisity); Yasuko Matsubara (Osaka University); Yasushi Sakurai (Osaka University)
Session 16: Text Classification
Session Chair: Wei Zhang, University of Adelaide, Australia
Room: 406
Time: Tuesday, August 22, 3:30pm-5:45pm
- ID480: ParaNet:Parallel Networks with Pre-trained Models for Text Classification. Yujia Wu (Sanda University)*; Xin Guo (Sanda University); Yi Wei (Sanda University); Xingli Chen (Sanda University)
- ID68: Open Text Classification Based on Dynamic Boundary Balance. Ganlin Xu (Yanshan University); jianzhou Feng (Yanshan University)*; qikai wei (Yanshan University)
- ID413: A Prompt Tuning Method for Chinese Medical Text Classification. Wenhao Li (Inner Mongolia University)*; Junfeng Zhao (Inner Mongolia University); Hanqing Gao (Inner Mongolia University)
- ID395: TabMentor: Detect Errors on Tabular Data with Noisy Labels. YaRu Zhang (Shenzhen Institute of Computing Sciences,Shenzhen University); Jianbin Qin (Shenzhen Institute of Computing Sciences, Shenzhen University)*; Yaoshu Wang (Shenzhen Institute of Computing Sciences, Shenzhen University); Muhammad Asif Ali (King Abdullah University of Science and Technology); Yan Ji (Shenzhen University); Rui Mao (Shenzhen University)
- ID39: Label-aware Hierarchical Contrastive Domain Adaptation for Cross-network Node Classification. Peng Xue (Hainan University )*; mengqiu shao (Hainan University); Xi Zhou (Hainan University); Xiao Shen (Hainan University)
- ID161: Semi-supervised classification based on Graph Convolution Encoder Representations from BERT. JINLI ZHANG (Beijing University of Technology)*; Zongli Jiang (Beijing University of Technology); Chen Li (Nagoya University); Zhenbo Wang (Beijing University of Technology)
- ID377: Global Balanced Text Classification for Stable Disease Diagnosis. Zhuoyang Xu (Ping An Healthcare Technology)*; Xuehan Jiang (Ping An Healthcare); Siyue Chen (Ping An Healthcare); yue zhao ( Ping An Technology(Beijing)); Gang HU (Ping An Healthcare Technology); Xingzhi Sun (Ping An Healthcare Technology); Guotong Xie (Ping An Healthcare Technology)
Session 17: Graph
Session Chair: Yu Gu, Northeastern University, China
Room: 407
Time: Tuesday, August 22, 3:30pm-5:45pm
- ID187: Dominance Maximization in Uncertain Graphs. Suman Banerjee (IIT Jammu)*; Atharva Tekawade (IIT Jammu)
- ID489: LAGCL: Towards Stable and Automated Graph Contrastive Learning. Hengrui Gu (Jilin University)*; Ying Wang (Jilin University); Xin Wang (Jilin University)
- ID390: Discriminative Graph-level Anomaly Detection via Dual-students-teacher Model. Fu Lin (Wuhan University); Xuexiong Luo (Macquarie University)*; Jia Wu (Macquarie University); Jian Yang (Macquarie University); Shan Xue (University of Wollongong); Zitong Wang (Wuhan University); Gong Haonan (Wuhan University)
- ID136: Common-Truss-based Community Search on Multilayer Graphs. Xudong Liu (Harbin Institute of Technology); Zhaonian Zou (Harbin Institute of Technology)*
- ID251: Learning To Predict Shortest Path Distance. Zhixin Qu (Shenyang Aerospace University)*; Zixiao Zong (University of California, Irvine); Jianfang Zhang (China National Institute of Standardization)
- ID94: Efficient Regular Path Query Evaluation with Structural Path Constraints. Tao Qiu (Shenyang Aerospace University)*; Yuhan Wang (Shenyang Aerospace University); Meng-xiang Wang (China National Institute of Standardization); Chuanyu Zong (Shenyang Aerospace University); Rui Zhu (Shenyang Aerospace University); Xia Xiufeng (Shenyang Aerospace University)
- ID250: EnSpeciVAT: Enhanced SpeciVAT for Cluster Tendency Identification in Graphs. Siqi Xia (Deakin University)*; Sutharshan Rajasegarar (Deakin University); Christopher Leckie (University of Melbourne); Lei Pan (Deakin University); Jeffrey Chan (RMIT University); Sarah Erfani (University of Melbourne)
- ID54: Pessimistic Adversarially Regularized Learning for Graph Embedding. Mengyao Li (Unicom Digital Tech)*; Yinghao Song (Unicom Digital Tech); Yan Long (Unicom Digital Tech); Hanbin Feng (Unicom Digital Tech); yulun song (china unicom); Yang Li (Unicom Digital Tech); Gongju wang (Unicom Digital Tech)
- ID71: M2HGCL: Multi-Scale Meta-Path Integrated Heterogeneous Graph Contrastive Learning. Yuanyuan Guo (Institute of Software Chinese Academy of Sciences); Yu Xia (Institute of Software Chinese Academy of Sciences); Rui Wang (Science and Technology on Integrated Information System Laboratory, Institute of Software Chinese Academy of Sciences); Rongcheng Duan (Defence Industry Secrecy Examination and Certification Center); Lu Li (Defence Industry Secrecy Examination and Certification Center); Jiangmeng Li (Institute of Software Chinese Academy of Sciences)*
Poster 1: Deep Learning
Room: Ju Xian Hall (second floor)
Time: Monday, August 21, 1:30pm-3:00pm
- ID218: SL-TeaE: an Efficient Method for Improving the Precision of Teaching Evaluation. Xianzhi Huang (Zhejiang Normal University)*; Lina Chen (Zhejiang normal university); Yuzhou Zheng (Jiangnan University); Hongjie Guo (Zhejiang Normal University); Fangyao Shen (Zhejiang Normal University); Hong Gao (Zhejiang Normal University)
- ID81: Graph Fusion Multimodal Named Entity Recognition Based on Auxiliary Relation Enhancement. Guohui Ding (Shenyang Aerospace University); Wenjing Tang (Shenyang Aerospace University)*; Zhaoyi Yuan (Shenyang Aerospace University); Lulu Sun (Shenyang Aerospace University); Chunlong Fan (Shenyang Aerospace University)
- ID93: Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension. Tongtao Ling (Guangdong University of Technology); Lei Chen (Guangdong University of Technology)*; Huangxu Sheng (Guangdong University of Technology); Zicheng Cai (Guangdong University of Technology); Hai-Lin Liu (Guangdong University of Technology)
- ID97: Multi-grained Logical Graph Network for Reasoning-based Machine Reading Comprehension. Jiaqi Wang (Chongqing University)*; Jiang Zhong; Hong Yin (chongqing university); Chen Wang (Chongqing University); Qizhu Dai (Chongqing University); Yang Xia (CHONGQING ACADEMY OF BIG DATA CO., Ltd); Rongzhen Li (Chongqing University)
- ID103: Adaptive Prototype Learning with Common and Discriminative Features for Few-shot Relation Extraction. Wenyue Hu (Chongqing University)*; Jiang Zhong; Yang Xia (CHONGQING ACADEMY OF BIG DATA CO., Ltd); Yangmei Zhou (Chongqing Academy of Science and Technology); Rongzhen Li (Chongqing University)
- ID104: Fine-grained Knowledge Enhancement for Empathetic Dialogue Generation. Ai Chen (Chongqing University)*; Jiang Zhong; Qizhu Dai (Chongqing University); Chen Wang (Chongqing University); Rongzhen Li (Chongqing University)
- ID108: Implicit Sentiment Extraction using Structure Generation with Sentiment Instructor Prompt Template. Liu yuxuan (Chongqing University)*; Jiang Zhong
- ID142: SE-Prompt: Exploring Semantic Enhancement with Prompt Tuning for Relation Extraction. Cai Wang (East China Normal University)*; Dongyang Li (East China Normal University); Xiaofeng He (East China Normal University)
- ID157: Self-supervised Multi-view Clustering Framework with Graph Filtering and Contrast Fusion. Yongchao Lu (Yunnan University)*; Bing Kong (Yunnan University)
- ID183: SSM: Semantic Selection and Multi-view Alignment for Image-Text Retrieval. beiming yu (Northeastern University)*; zhenfei yang (Northeastern University); xiushuang yi ( Northeastern University); yu wang ( Northeastern University); zhangjun bao ( Northeastern University)
- ID362: Voice Conversion with Denoising Diffusion Probabilistic GAN Models. Xulong Zhang (Ping An Technology (Shenzhen) Co., Ltd.); Jianzong Wang (Ping An Technology (Shenzhen) Co., Ltd)*; Ning Cheng (Ping An Technology (Shenzhen) Co., Ltd); Jing Xiao (Ping An Insurance (Group) Company of China)
- ID368: Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music. Kexin Zhu (Fudan University); Xulong Zhang (Ping An Technology (Shenzhen) Co., Ltd.); Jianzong Wang (Ping An Technology (Shenzhen) Co., Ltd)*; Ning Cheng (Ping An Technology (Shenzhen) Co., Ltd); Jing Xiao (Ping An Insurance (Group) Company of China)
- ID412: Document-level Relation Extraction with Relational Reasoning and Heterogeneous Graph Neural Networks. Wanting Ji (Liaoning University); Yanting Dong (Liaoning University); Tingwei Chen (LiaoNing University)*
- ID416: A Chinese Named Entity Recognition Method based on Textual Information Perception Fusion. Wanting Ji (Liaoning University)*; Lei Zhang (Liaoning University); Baoyan Song (Liaoning University, China)
- ID461: Aspect-Based Sentiment Analysis via BERT and Multi-Scale CBAM. Qingsong Wang (Liaoning University); Nianyin Yang (Liaoning University)*
- ID466: A novel adaptive distribution distance-based feature selection method for video traffic identification. Licheng L Zhang (University of Jinan); Shuaili Liu (University of Jinan); QingSheng Yang (University of JiNan); Zhongfeng Qu (University of JiNan); Lizhi Peng (University of JiNan)*
- ID130: SVIM: a Skeleton-based View-invariant Method for Online Gesture Recognition. Yang Zhao (University of Science and Technology of China); Lanfang Dong (University of Science and Technology of China)*; Guoxin Li (University of Science and Technology of China); Yingchao Tang (University of Science and Technology of China); Yuhang Zhang (University of Science and Technology of China); Meng Mao (AI Lab, China Merchants Bank); Guoming Li (AI Lab, China Merchants Bank); Linxiang Tan (AI Lab, China Merchants Bank)
- ID122: A Unified Information Diffusion Prediction Model based on Multi-task Learning. Shang Yingdan (National University of Defense Technology)*; Bin Zhou (National University of Defense Technology); Kai Chen (National University of Defense Technology); Zeng Xiang (National University of Defense Technology)
- ID15: Learning Knowledge Representation with Entity Concept Information. Yuanbo Xu (Jilin University); Lin Yue (University of Newcastle)*; Hangtong Xu (Jilin University); Yongjian Yang (Jilin University)
- ID353: Domain Adaptive Pre-trained Model for Mushroom Image Classification. Yifei Shen (Lingnan University Hong Kong)*; Zhuo Li (Chongqing University of Posts and Telecommunications); Yu Yang (The Hong Kong Polytechnic University); Jiaxing Shen ( Lingnan University Hong Kong)
- ID403: Training Noise Robust Deep Neural Networks with Self-supervised Learning. Zhen Wang (Hebei University of Technology); Shuo Jin (Hebei University of Technology); Jiapeng Du (Hebei University of Technology); Linhao Li (Hebei University of Technology); Yongfeng Dong (Hebei University of Technology)*
- ID442: Path integration enhanced graph attention network. Hui Wang (Guangxi Normal University)*; Peng Zhou (Guangxi Normal University); Junbo Ma (Guangxi Normal University)
- ID88: Graph Contrastive Learning with Hybrid Noise Augmentation for Recommendation. Kuiyu Zhu (Xi’an Jiaotong University); Tao Qin (Xi'an Jiaotong University)*; Xin Wang (Xi'an Jiaotong University); Zhouguo Chen (The 30th Research Institute of China Electronics Technology Group Corporation); Jianwei Ding (The 30th Research Institute of China Electronics Technology Group Corporation)
- ID202: User-Oriented Interest Representation on Knowledge Graph for Long-Tail Recommendation. Zhipeng Zhang (Liaoning Normal University)*; Yuhang Zhang (Liaoning Normal University); Anqi Wang (Liaoning Normal University); Pinglei Zhou (Liaoning Normal University); Yao Zhang (Dalian Polytechnic University); yonggong ren (liaoning normal university)
- ID388: Multi-Self-Supervised Light Graph Convolution Network for Social Recommendation. Yunsheng Zhou (Hubei University)*; Yinying Zhou (Hubei University); Dunhui Yu (Hubei University, Education Informationization Engineering and Technology Center, Hubei)
- ID401: A Poisoning Attack Based on Variant Generative Adversarial Networks in Recommender Systems. Hongyun Cai (School of Cyber Security and Computer, Hebei University); Shiyun Wang (School of Cyber Security and Computer, Hebei University)*; Yu Zhang (School of Cyber Security and Computer, Hebei University); Meiling Zhang (School of Cyber Security and Computer, Hebei University); Ao Zhao (School of Cyber Security and Computer, Hebei University)
- ID138: Label Correlation guided Feature Selection for Multi-label Learning. Kai Zhang (Northeastern University); Wei Liang (Northeastern university); Peng Cao (Northeastern University)*; Jinzhu Yang (northeastern university); Weiping Li (Peking University); Osmar Zaiane (University of Alberta)
- ID11: Iterative Encode-and-Decode Graph Neural Network. Linxuan Song (National University of Defense Technology)*; Siwei Wang (National University of Defense Technology ); Sihang Zhou (NUDT); En Zhu (National University of Defense Technology)
- ID443: Community Detection in Temporal Biological Metabolic Networks based on Semi-NMF Method with Node Similarity Fusion. Xuanming Zhang (Sun Yat-sen University); Jianxing Yu (Sun Yat-sen University)*; Miaopei Lin (Sun Yat-sen University); Shiqi Wang (Sun Yat-Sen University); Wei Liu (University of Macau, Sun Yat-Sen University); Jian Yin (Sun Yat-Sen University)
- ID76: UKGAT: Uncertain Knowledge Graph Embedding Enriched KGAT for Recommendation. Quanyang Leng (Northeastern University)*; Nan Guo (Northeastern University); Wanting Jiang (Northeastern University)
- ID445: Knowledge Graph Link Prediction Model Based on Attention Graph Convolutional Network. Junkang Shi (Qilu University of Technology (Shandong Academy of Sciences))*; Ming Li ( College of Intelligence and Information Engineering Shandong University of Traditional Chinese Medicine); Jing Zhao (Qilu University of Technology (Shandong Academy of Sciences))
- ID325: Knowledge Graph Embedding with Relation Rotation and Entity Adjustment by Quaternions. Wen Sun (Xiamen University)*; Qingqiang Wu (Xiamen University); Xiaoli Wang (Xiamen University); Junfeng Yao (Xiamen University); Zhifeng Bao (RMIT University)
- ID126: Towards time-variant-aware Link Prediction in Dynamic Graph through Self-supervised Learning. Guangqi Wen (Northeastern University)*; Peng Cao (Northeastern University); zhiyong jin (jinzhiyong); Ruoxian Song (northeastern university); Xiaoli Liu (Alibaba Group); Jinzhu Yang (northeastern university); Osmar Zaiane (University of Alberta)
- ID156: Adaptive Heterogeneous graph Contrastive clustering with Multi-Similarity. Chao Liu (Yunnan University)*; Bing Kong (Yunnan University)
- ID105: Multi-Teacher Local Semantic Distillation from Graph Neural Networks. Haibo Liu (school of Cyber Security and Computer,HeBei university); Di Zhang (school of Cyber Security and Computer,HeBei university)*; Liang Wang (school of Cyber Security and Computer,HeBei university); Xin Song ( Hebei University)
- ID205: AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining. Lang Cao (University of Illinois at Urbana-Champaign)*
- ID61: Rethinking the Evaluation of Deep Neural Network Robustness. Mingyuan Fan (Eeat China Normal University); Fuyi Wang (Deakin University)*; Bosheng Yan (Deakin University)
- ID326: A Visual Interpretation-Based Self-Improved Classification System Using Virtual Adversarial Training. Shuai Jiang (Hiroshima University)*; Sayaka Kamei (Hiroshima University); Chen Li (Nagoya University); sz Hou (Shandong University of Science and Technology); Yasuhiko Morimoto (" Hiroshima University, Japan")
- ID266: TSCMR:Two-Stage Cross-Modal Retrieval. Zhihao Chen (Donghua University )*
- ID128: Effi-Emp: An AI based approach towards positive empathic expressions. Rifat Hossain Rafi (University of Adelaide)*; Donghai Guan (Nanjing University of Aeronautics and Astronautics)
Poster 2: Data Mining
Room: Ju Xian Hall (second floor)
Time: Monday, August 21, 3:00pm-4:30pm
- ID435: Heterogeneous line graph neural network for link prediction. sun yiyang (lanzhou University); Yuncong Zhao (Lanzhou University); Longjie Li (Longjie Li, Dr., Lanzhou University)*; Hu Dong (Lanzhou University)
- ID191: Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. Weikuan Wang (University of Technology Sydney)*; Tao Shen (University of Technology Sydney); Michael Blumenstein (University of Technology Sydney); Guodong Long (University of Technology Sydney)
- ID469: An Early Stage Identification of Cryptomining Behavior with DNS Requests. Hui Li (University of Jinan); Yihang Hao (University of Jinan); Mengda Lyu (University of Jinan); Xiaojie Yu (University of Jinan); Bo Yang (University of JiNan); Lizhi Peng (University of JiNan)*
- ID75: NFAQP: Normalizing Flow based Approximate Query Processing. Libin Cen (East China Normal University)*; Jingdong Li (East China Normal University); Wenjing Yue (East China Normal University); Xiaoling Wang (East China Normal University)
- ID198: Efficient Blockchain Data Trusty Provenance Based on the W3C PROV Model. zhongming yao (Northeastern University); Zhiqiong Wang (Northeastern University)*; liang wen (Northeastern University); Kun Hao (Northeastern University); Junming Xu (Northeastern University)
- ID225: Cardinality Estimation of Subgraph Search Queries with Direction Learner. Wenzhe Hou (National University of Defense Technology); Xiang Zhao (National University of Defence Technology)*; Wei Wang (Hong Kong University of Science and Technology (Guangzhou))
- ID344: Approximate Continuous k Representative Skyline Queries over Memory Limitation-based Streaming Data. an yunzhe (shenyang aerospace university); Zhu Zhen (Shenyang Aerospace University); shuangshuang zhang (Shenyang Aircraft Corporation); Rui Zhu (Shenyang Aerospace University)*; Chuanyu Zong (Shenyang Aerospace University)
- ID153: AAP: Defending Against Website Fingerprinting through Burst Obfuscation. Zhenyu Yang (Tsinghua University); Xi Xiao (Tsinghua University)*; Bin Zhang (Peng Cheng Laboratory); Guangwu Hu (Shenzhen Institute of Information Technology); Qing Li (Peng Cheng Laboratory); Qixu Liu (Institute of Information Engineering, Chinese Academy of Sciences, China)
- ID270: ReviewLocator: Enhance User Review-based Bug Localization with Bug Reports. Renjie Xiao (Tsinghua University); Xi Xiao (Tsinghua University)*; Le Yu (Hong Kong Polytechnic University); Bin Zhang (Peng Cheng Laboratory); Guangwu Hu (Shenzhen Institute of Information Technology); Qing Li (Peng Cheng Laboratory)
- ID339: Improving Adversarial Robustness Via Channel And Depth Compatibility. Ruicheng Niu (Institute of Information Engineering, Chinese Academy of Sciences)*; Zhu Ziyuan (Institute of Information Engineering,Chinese Academy of Sciences and University of Chinese Academy of Sciences); Tao Leng (Institute of Information Engineering); Chaofei Li (Institute of Information Engineering,Chinese Academy of Sciences and University of Chinese Academy of Sciences); Yuxin Liu (Institute of Information Engineering,Chinese Academy of Sciences and University of Chinese Academy of Sciences); Dan Meng (Institute of Information Engineering, CAS)
- ID488: Boosting Adversarial Attacks with Improved Sign Method. Bowen Guo (Nanjing University of Science and Technology)*; Yuxin Yang (Nanjing University of Science and Technology ); Qianmu Li (Nanjing University of Science and Technology ); Ya Rao (Nanjing University of Science and Technology ); Jun Hou (Nanjing University of Science and Technology)
- ID13: BRQG : A BART-based Retouching Framework for Multi-hop Question Generation. TongXin Liao (Northeastern University); Bin Xu(Northeastern University)*; Weike Han(Northeastern University); Shuai Li (School of Computer Science and Engineering, Northeastern University)
- ID48: MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation. Yakun Chen (University of Technology Sydney); Kaize Shi (University of Technology Sydney); Xianzhi Wang (University of Technology Sydney)*; Guandong Xu (University of Technology Sydney, Australia)
- ID194: TIGAN: Trajectory Imputation via Generative Adversarial Network. Yichen Shi (Tongji University); Weixiong Rao (Tongji U)*; Hongye Gao (Tongji University)
- ID284: Boolean Spatial Temporal Text Keyword Skyline Query. Chenyang Li (Jilin Institute of Chemical Technology)*; Leigang Dong (Baicheng Normal University)
- ID99: Continuous Group Nearest Neighbor Query over Sliding Window. Rui Zhu (Shenyang Aerospace University)*; Chunhong Li (Shenyang Aerospace University); xiangpeng meng (Shenyang Aircraft Corporation); Chuanyu Zong (Shenyang Aerospace University); Tao Qiu (Shenyang Aerospace University)
- ID479: Exploration of Stochastic Selection of Splitting Attributes as a Source of Inducing Diversity. Md. Nasim Adnan (Jashore University of Science and Technology)*
- ID361: Machine Unlearning Methodology base on Stochastic Teacher Network. Xulong Zhang (Ping An Technology (Shenzhen) Co., Ltd.); Jianzong Wang (Ping An Technology (Shenzhen) Co., Ltd)*; Ning Cheng (Ping An Technology (Shenzhen) Co., Ltd); Yifu Sun (Fudan University); Chuanyao Zhang (University of Science and Technology of China); Jing Xiao (Ping An Insurance (Group) Company of China)
- ID140: CNMBI: Determining the Number of Clusters Using Center Pairwise Matching and Boundary Filtering. Ruilin Zhang (Harbin Institute of Technology, Shenzhen); Haiyang Zheng (Harbin Institute of Technology, Shenzhen); Hongpeng Wang (Harbin institute of technology,shenzhen)*
- ID16: TS-MVP:Time-Series Representation Learning by Multi-View Prototypical Contrastive Learning. Bo Zhong (East China Normal University)*; Pengfei Wang (East China Normal University ); Jinwei Pan (East China Normal University); Xiaoling Wang (East China Normal University)
- ID264: A Feature Selection Method for High Dimensional Data Based on Improved BOA in AIoT. Weifeng Sun (Dalian University of Technology)*; Xu Hao (Dalian University of Technology); Liu Bo (Dalian University of Technology); Bowei Zhang (Dalian University of Technology)
- ID84: DACI: An index structure supporting attributed community queries. Zirui Zhang (Nanjing University of Aeronautics and Astronautics); Jiayi Li (Nanjing University of Aeronautics and Astronautics); Xiaolin Qin (Nanjing University of Aeronautics and Astronautics)*
- ID137: Persistent Community Search over Temporal Bipartite Graphs. Mo Li (Liaoning University); Zhiran Xie (Liaoning University); Linlin Ding (Liaoning University, China)*
Poster 3: Applications (Including Industry Track Papers)
Room: Ju Xian Hall (second floor)
Time: Monday, August 21, 4:30pm-5:45pm
- ID371: D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators. Xin Zhang (university of south carolina)*; Yuqi Song (University of South Carolina); XIAOFENG Wang (University of South Carolina); Fei Zuo (University of Central Oklahoma)
- ID446: CTKM: Crypto-based user clustering on web Transaction data. Jiangfeng Li (Tongji University); Hao Luo (Tongji University); Qinpei Zhao (Tongji University)*; Yang Shi (Tongji University); Chenxi Zhang (Tongji University); Ming Li (Shanghai Dianji University); Xuefeng Li (Tongji university)
- ID63: Calibrating Popularity Bias Based on Quality for Fairness Recommendation. Zhengyi Guo (Shanghai Jiao Tong University)*; Yanmin Zhu (Shanghai Jiao Tong University); Zhaobo Wang (Shanghai Jiao Tong University); Mengyuan Jing (Shanghai Jiao Tong University)
- ID77: Searching User Community and Attribute Location Cluster in Location-Based Social Networks. Yunzhe An ( Shenyang Aerospace University); Chuanyu Zong (Shenyang Aerospace University)*; Ruozhu Li (Shenyang Aerospace University); Tao Qiu (Shenyang Aerospace University); Zhang anzhen (Shenyang Aerospace University); Rui Zhu (Shenyang Aerospace University)
- ID80: Efficient Size-Constrained (k, d)-Truss Community Search. Chuanyu Zong (Shenyang Aerospace University)*; Pengcheng Gong (Shenyang Aerospace University); Xin Zhang (Shenyang Aircraft Corporation); Tao Qiu (Shenyang Aerospace University); Zhang anzhen (Shenyang Aerospace University); Meng-xiang Wang (China National Institute of Standardization)
- ID336: FSKD: Detecting Fake News with Few-Shot Knowledge Distillation. Jing Yuan (Nankai University); Chen Chen (Nankai University)*; Chunyan Hou (Tianjin University of Technology); Xiaojie Yuan (Nankai Univeristy)
- ID457: STIP: A Seasonal Trend Integrated Predictor for Blood Glucose Level in Time Series. Weixiong Rao (Tongji U); Guangda Yang (Tongji University)*; Qinpei Zhao (Tongji University); Yuzhi Liu (Tongji University); Hongming Zhu (Tongji University); Ming Li (Shanghai Dianji University); Xuefeng Li (Tongji university); Yinjia Zhang (Aalto University)
- ID70: Window-Controlled Sepsis Prediction Using a Model Selection Approach. Shiyan Su (The University Of Queensland)*; Su Lan (The University of Queensland); Anjie Zhu (University of Electronic Science and Technology of China)
- ID127: An Effective Pre-trained Visual Encoder for Medical Visual Question Answering. Yefan Huang (Xiamen University)*; Xiaoli Wang (Xiamen University); Jinsong Su (Xiamen University)
- ID162: BBAC: Blockchain-based access control scheme for EHRs with data sharing support. Peng Qin (Wuhan university); Canming Fang (Wuhan University); Lina Wang (Wuhan University)*
- ID174: Cross-genre Retrieval for Information Integrity: A COVID-19 Case Study. Chaoyuan Zuo (Nankai University)*; Chenlu Wang (Stony Brook University); Ritwik Banerjee (Stony Brook University)
- ID319: PBCI-DS: A Benchmark Peripheral Blood Cell Image Dataset for Object Detection. Shuyao You (Northeastern Uiniversity); Mingshi Li (Northeastern University); Wanli Liu (Northeastern University); Hongzan Sun (Northeastern University); Yuexi Wang (China Medical University); Marcin Grzegorzek; Chen Li (Northeastern University)*
- ID208: Skilled Task Assignment with Extra Budget in Spatial Crowdsourcing. Yunjun Zhou (Soochow University); Shuhan Wan (Soochow University); Detian Zhang (Soochow University)*; Shi-ting Wen (Ningbo Tech University)
- ID58: Synchronous Prediction of Asset Prices' Multivariate Time Series based on Multi-task Learning and Data Augmentation. Jiahao Li (University of Macau); Qinghua Zhao (University of Macau)*; Simon Fong (University of Macau); Jerome YEN (The University of Macau)
- ID396: MGCP:A Multi-View Diffusing Graphs based Traffic Congestion Prediction for Roads around Factory. Wei Zhao (East China Normal University); Yingzi Shen (East China Normal University); Jiali Mao (East China Normal University)*
- ID121: M2MTR: Reposition Idle Taxis in The Many-to-Many Manner with Multi-Agent Reinforcement Learning. Hao Yu (University of Science and Technology Beijing); Xi Guo (University of Science and Technology Beijing)*; Jie Chen ( University of Science and Technology Beijing); Xiao Luo (Tongji University)
- ID193: Difficulty-Controlled Question Generation in Adaptive Education for Few-shot Learning. yuchen Wang (Southwest University); Li LI ( Southwest University)*
- ID179: A Multi-Truth Discovery Approach Based on Confidence Interval Estimation of Truths. Xiu FANG (Donghua University)*; Chenling Shen (Donghua University); Quan Z. Sheng (Macquarie University); Guohao Sun (Donghua university); Yating Tang (Donghua University); Haiyan Zhuo (Donghua University)
- ID310: Development and Application of Flight Parameter Data Analysis Based on Multi-text Timescale Alignment. Pengbo Li (601)*; Liang Zhang (AVIC Shenyang Aircraft Design & Research Institute); Chuhan Cai (AVIC Shenyang Aircraft Design & Research Institute); Kuang Li (AVIC Shenyang Aircraft Design & Research Institute)
- ID500: LFD-CD: Peripheral Blood Cells Detection Using a Lightweight Cell Detection Model with Full-connection and Dropconnect. Mingshi Li (Northeastern University); Shuyao You (Northeastern University); Wanli Liu (Northeastern University); Hongzan Sun (Shengjing Hospital), Yuexi Wang (Shengjing Hospital); Marcin Grzegorzek (University of Luebeck); Chen Li (Northeastern University)*
- ID127: An Effective Pre-trained Visual Encoder for Medical Visual Question Answering. Yefan Huang (Xiamen University)*; Xiaoli Wang (Xiamen University); Jinsong Su (Xiamen University)
- ID43: A Spatio-Temporal Attention-based GCN for Anti-Money Laundering Transaction Detection. Hengdi Huang (Donghua University); Pengwei Wang (Donghua University)*; Zhaohui Zhang (Donghua University); Qin Zhao (Shanghai Normal University)
Industry Track Papers
- ID83: Research on Image Segmentation Algorithm Based on Level Set. Ping Wu ((AVIC Shenyang Aircraft Design & Research Institute); Mingkun Zhang (AVIC Shenyang Aircraft Design & Research Institute)*; Qing Yue (AVIC Shenyang Aircraft Design & Research Institute ); Zhimin Gao ((AVIC Shenyang Aircraft Design & Research Institute)
- ID115: Predicting learners’ performance using MOOC clickstream. Kui Xiao (Hubei University)*; Xueyan Pan (Hubei University); Yan Zhang (Hubei University); Xiaohui Tao (The University of Southern Queensland); Zhifang Huang (Normal School of Hubei university)
- ID135: A Fine-grained Verification Method for Blockchain Data Based on Merkle Path Sharding. liang wen (Northeastern University); Zhiqiong Wang (Northeastern University)*; Tingyu Cui (Northeastern University); Caiyun Shi (Northeastern University); Baoting Li (Northeastern University); Zhongming Yao (Northeastern University)
- ID139: A Privacy Preserving Method for Trajectory Data Publishing Based on Geo-indistinguishability. Fengyun Li (School of Computer Science and Engineering, Northeastern University)*; Jiaxin Dong (Northeastern University); Mingming Chen (Northeastern University); Peng Li (School of Intelligent and Engineering, Shenyang City University)
- ID294: HA-CMNet: A Driver CTR Model for Vehicle-Cargo Matching in O2O Platform. Zilong Jiang (Guizhou University of Finance and Economics)*; Xiang Zuo (Guizhou University of Finance and Economics); Kaifu Yuan (Guizhou University of Finance and Economics); Lin Li (Wuhan University of Technology); Dali Wang (Guizhou University of Finance and Economics); Xiaohui Tao (The University of Southern Queensland)
- ID323: A Hybrid Intelligent Model SFAHP-ANFIS-PSO for Technical Capability Evaluation of Manufacturing Enterprises. Tingting Liu (College of Computer Science, Sichuan University)*; Xuefeng Ding (College of Computer Science, Sichuan University); Yuming Jiang (College of Computer Science, Sichuan University); Dasha Hu ( College of Computer Science, Sichuan University)
- ID453: A method for data exchange and management in the military industry field. Ping Wu ((AVIC Shenyang Aircraft Design & Research Institute); Xingqiao Wang (AVIC Shenyang Aircraft Design & Research Institute)*; Xin Zhang (AVIC Shenyang Aircraft Design & Research Institute); Zhimin Gao ((AVIC Shenyang Aircraft Design & Research Institute)
- ID468: Multi-region Quality Assessment based on Spatial-Temporal Community Detection from Computed Tomography Images. Yiwen Liu (Northeastern University)*; Tao Wen (Dalian Neusoft University of Information); Tongze Xu (Northeastern University); Baoting Li (Northeastern University); Wei Sun (Neusoft Institute Guangdong); Zhenning Wu (Northeastern University)