Professional Service
Organizing Committee:
Program Co-Chair, Asian Conference on Machine Learning (ACML), 2027 Industry Track Program Co-Chair, IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2025 Technical Program Co-Chair, International Symposium on Trustworthy Learning, 2025 Workshop Co-Chair, Neural Information Processing Systems (NeurIPS), 2024 Publication & Publicity Co-Chair, Asian Conference on Machine Learning (ACML), 2023 Program Co-Director, Asian Trustworthy Machine Learning Fellowships, 2023- Organizing Committee, ACML Online Asian Machine Learning School, 2022 Advisory Board, RIKEN TrustML Young Scientist Seminars, 2022- Advisory Board, TMLR Young Scientist Seminars, 2022-
Senior Area Chair:
Area Chair & Senior Program Committee:
Area Chair, Neural Information Processing Systems (NeurIPS), 2020-2023 [Notable Area Chair] Area Chair, International Conference on Machine Learning (ICML), 2022-2025 Area Chair, International Conference on Learning Representations (ICLR), 2021-2025 [Outstanding Area Chair] Area Chair, Conference on Uncertainty in Artificial Intelligence (UAI), 2023-2025 Area Chair, International Conference on Artificial Intelligence and Statistics (AISTATS), 2024-2025 Area Chair, International Joint Conferences on Artificial Intelligence (IJCAI), 2025 Area Chair, Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2024 Area Chair, Asian Conference on Machine Learning (ACML), 2024 Area Chair, Conference on Causal Learning and Reasoning (CLeaR): 2025 Area Chair, IEEE Conference on Artificial Intelligence (CAI), 2024 Area Chair, International Conference on Pattern Recognition (ICPR), 2022 Senior Program Committee, AAAI Conference on Artificial Intelligence (AAAI), 2022-2025 Senior Program Committee, International Joint Conferences on Artificial Intelligence (IJCAI), 2023-2024 Senior Program Committee, ACM Conference on Knowledge Discovery and Data Mining (KDD), 2022-2023 Senior Program Committee, Asian Conference on Machine Learning (ACML), 2021-2022 Senior Program Committee, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025 Program Committee Board, International Joint Conferences on Artificial Intelligence (IJCAI), 2022
Other Chair and Committee:
Workshop Selection Committee, Neural Information Processing Systems (NeurIPS), 2024 Workshop Selection Committee, International Conference on Machine Learning (ICML), 2023-2024 Mentor Committee, International Conference on Learning Representations (ICLR), 2024 Session Chair, Neural Information Processing Systems (NeurIPS), 2022, 2024 Session Chair, International Conference on Machine Learning (ICML), 2024 Session Chair, International Joint Conferences on Artificial Intelligence (IJCAI), 2023-2024 Session Chair, ACM Conference on Knowledge Discovery and Data Mining (KDD), 2021 Session Chair, Asian Conference on Machine Learning (ACML), 2021 Session Chair, ACML Online Asian Machine Learning School (OAMLS), 2022 Session Chair, IJCAI Young Elite Symposium (YES), 2023 Session Chair, International Workshop on Weakly Supervised Learning (WSL), 2023 Youth Outstanding Paper Committee, World Artificial Intelligence Conference (WAIC), 2023-2024
Journal Editor:
Associate Editor, IEEE Transactions on Pattern Analysis and Machine Intelligence Action Editor, Machine Learning Journal Associate Editor, Journal of Artificial Intelligence Research Associate Editor, IEEE Transactions on Neural Networks and Learning Systems [Outstanding Associate Editor] Action Editor, Transactions on Machine Learning Research Action Editor, Neural Networks Editorial Board Reviewer, Journal of Machine Learning Research Leading Guest Editor, Machine Learning Journal Special Issue on "Weakly Supervised Representation Learning" Advisory Board, Machine Learning Journal Special Issue on "Towards Trustworthy Foundation Models: Interpretability, Safety, and Robustness" Guest Editor, Frontiers in Artificial Intelligence Special Issue on "Out-of-distribution Learning: Algorithms and Applications" Guest Editor, Frontiers in Big Data Special Issue on "Towards More Reliable and Sustainable Machine Learning Services"
Workshops/Tutorials Organizer:
WWW 2025 Tutorial on Trustworthy AI under Imperfect Web Data [Website] [Slides] AAAI 2024 Tutorial on Trustworthy Machine Learning under Imperfect Data [Website] [Slides] IJCAI 2024 Tutorial on Trustworthy Machine Learning under Imperfect Data [Website] [Slides] ECML 2024 Tutorial on Trustworthy Machine Learning under Imperfect Data ICDM 2024 Workshop on Causal Representation Learning International 2024 Workshop on Weakly Supervised Learning HKBU-RIKEN AIP 2024 Joint Workshop on Artificial Intelligence and Machine Learning ACML 2023 Tutorial on Trustworthy Learning under Imperfect Data International 2023 Workshop on Weakly Supervised Learning AIGC 2023 Workshop on Trustworthy Foundation Models under Imperfect Data IJCAI 2022 Challenge on Learning with Noisy Labels ACML 2022 Workshop on Weakly Supervised Learning CIKM 2022 Tutorial on Learning and Mining with Noisy Labels IJCAI 2021 Workshop on Weakly Supervised Representation Learning IJCAI 2021 Tutorial on Learning with Noisy Supervision ACML 2021 Workshop on Weakly Supervised Learning ACML 2021 Tutorial on Learning under Noisy Supervision AJML 2021 Workshop on Machine Learning ACML 2020 Workshop on Weakly-supervised Representation Learning SDM 2020 Workshop on Weakly-supervised and Unsupervised Learning ACML 2019 Workshop on Weakly-supervised Learning ACML 2019 Tutorial on Towards Noisy Supervision: Problems, Theories, and Algorithms ACML 2019 Challenge on AutoML for Weakly-supervised Learning (AutoWSL)
Program Committee/Reviewer:
Neural Information Processing Systems (NeurIPS): 2018-2019 International Conference on Machine Learning (ICML): 2016-2021 [Top Reviewer] International Conference on Learning Representations (ICLR): 2019-2020 International Conference on Artificial Intelligence and Statistics (AISTATS): 2019-2023 Conference on Uncertainty in Artificial Intelligence (UAI): 2019-2022 [Top Reviewer] Conference on Causal Learning and Reasoning (CLeaR): 2022-2024 AAAI Conference on Artificial Intelligence (AAAI): 2019-2021 International Joint Conference on Artificial Intelligence (IJCAI): 2020-2021 ACM Conference on Knowledge Discovery and Data Mining (KDD): 2021 IEEE International Conference on Data Mining (ICDM): 2024 Asian Conference on Machine Learning (ACML): 2019-2020
Journal Reviewer:
Journal of Machine Learning Research (JMLR) Machine Learning Journal (MLJ) Artificial Intelligence Journal (AIJ) Journal of Artificial Intelligence Research (JAIR) Neural Computation (NECO) Neural Networks (NN) International Journal of Computer Vision (IJCV) Nature Communications (NatureComms) IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI) IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS) IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) IEEE Transactions on Artificial Intelligence (IEEE TAI) IEEE Transactions on Big Data (IEEE TBD) IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) ACM Transactions on Knowledge Discovery from Data (ACM TKDD) ACM Transactions on Information Systems (TOIS)
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