Invited Talks
-
2023/10/12: βA Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detectionβ at The TGL Workshop [Slides]
-
2023/03/02: βNeural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphsβ at The TGL Workshop [Slides] [Video]
-
2023/02/23: βNeural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphsβ at AI TIME [Video]
-
2022/10/20: βNeural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphsβ at The 36th Conference on Neural Information Processing Systems [Slides] [Video]
-
2021/09/27: βANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learningβ at The 30th ACM International Conference on Information and Knowledge Management [Slides]
-
2021/07/25: βMulti-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learningβ at The 30th International Joint Conference on Artificial Intelligence [Slides]
Services
Conference Organization/Reviewer
- Organizer, The Tutorial of Graph Self-Supervised Learning: Taxonomy, Frontiers, and Applications at The 2023 International Joint Conference on Neural Networks
- Session Chair, Deep Learning for Graphs (DL4G) at The 2023 International Joint Conference on Neural Networks
- Reviewer, The 41st International Conference on Machine Learning (ICML, 2024)
- PC Member, The 33rd International Joint Conference on Artificial Intelligence (IJCAI, 2024)
- PC Member, The 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, 2024)
- PC Member, Temporal Graph Learning (TGL) Workshop (NeurIPS, 2023)
- Reviewer, The 12th International Conference on Learning Representations (ICLR, 2024)
- PC Member, The 38th Annual AAAI Conference on Artificial Intelligence (AAAI, 2024)
- Reviewer, Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS, 2023)
- PC Member, The 9th SIGKDD International Workshop on Mining and Learning From Time Series (MiLeTS) (SIGKDD, 2023)
- PC Member, The Second Workshop of Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications (IJCAI, 2023)
- PC Member, The 32nd International Joint Conference on Artificial Intelligence (IJCAI, 2023)
- PC Member, The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD, 2023)
- PC Member, IEEE World Congress on Computational Intelligence (WCCI, 2022)
- PC Member, IEEE International Conference on Data Science and Systems (DSS, 2021)
Journal Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 23.6)
- IEEE Transactions on Cybernetics (IF: 19.118)
- IEEE Transactions on Knowledge and Data Engineering (IF: 9.235)
- IEEE Transactions on Neural Networks and Learning Systems (IF: 14.255)
- IEEE Transactions on Geoscience and Remote Sensing (IF: 8.125)
- Technological Forecasting & Social Change (IF: 10.884)
- Future Generation Computer Systems (IF: 7.307)
- Neural Computing and Applications (IF: 5.130)
External Reviewer
- The 40th International Conference on Machine Learning (ICML, 2023)
- The 11th International Conference on Learning Representations (ICLR, 2023)
- The 35th Conference on Neural Information Processing Systems (NeurIPS, 2022)
- The ACM Web Conference (WWW, 2022)
- The 15th ACM International WSDM Conference (WSDM, 2022)
- The 22nd IEEE International Conference on Data Mining (ICDM, 2022)
- The 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD, 2022)
- The 14th ACM International WSDM Conference (WSDM, 2021)
Teaching
- FIT5212 Data Analysis for Semi-Structured Data (Studentsβ average satisfaction: 92/100 π₯³)