6/2025, invited talk, "Learning with Noisy Correspondence for Multi-Modality Data", CVPR workshop on Ensuring Trustworthiness in Multi-Modal Open-World Intelligence.

6/2025, invited talk, "Learning with noisy labels", PAKDD workshop on Foundational AI for Pervasive Computing.

6/2025, keynote, "Machine learning with noisy labels", the 3rd International Conference on Advanced Sensing and Intelligent Systems (ICASIS 2025), Nanjing, China.

5/2025, invited panel member, International Symposium on Trustworthy Foundation Models, Abu Dhabi, UAE.

4/2025, keynote, Huawei workshop at ICLR, Singapore.

3/2025, invited talk, "Trustworthy machine learning", Tohoku University, Sendai, Japan.

3/2025, invited talk, "Trustworthy machine learning", Tokyo University, Tokyo, Japan.

1/2025, invited talk, "Machine learning with noisy labels", City University of Hong Kong, Hong Kong.

1/2025, invited talk, "Modelling label noise", The Chinese University of Hong Kong, Hong Kong.

12/2024, invited talk, "Revealing causal information from data", Sydney data science workshop, Sydney, Australia.

12/2024, invited panel member, ADMA 2024, Sydney, Australia.

11/2024, invited talk, "Revealing causal information from data", International weakly supervised learning workshop, Brisbane, Australia.

4/2024, invited talk, "Machine learning with noisy labels", Google Research, Sydney, Australia.

2/2024, invited talk, "Revealing causal information from data", DARE 2024 Symposium, Sydney, Australia.

1/2024, keynote talk, "Machine learning with noisy labels", 2024 Australasian Computer Science Week (ASCW), Sydney, Australia.

1/2024, keynote talk, "Machine learning with noisy labels", IEEE Sponsored 14th International Conference- Confluence 2024, New Delhi, India.

11/2023, invited talk, "Late stopping for weakly supervised learning", RIKEN AIP, Tokyo, Japan.

6/2023, invited talk, "Machine learning with noisy labels", Amazon, Sydney, Australia.

5/2023, invited talk, "Machine learning with noisy labels", hanghai Jiao Tong University, Shanghai, China.

10/2022, tutorial talk, "Learning and mining with noisy supervision", Conference on Information and Knowledge Management (CIKM) 2022, Online.

9/2022, invited talk, "Causality inspired robust machine learning algorithms", University of Wollongong, Online.

9/2022, invited talk, "Machine learning with noisy labels", Sydney Computing Society (SYNCS), Online.

7/2022, invited talk, "Machine learning with noisy labels", VALSE (Vision And Learning SEminar), Online.

7/2022, invited talk, "Machine learning with noisy labels", Mohamed Bin Zayed University of Artificial Intelligence, Online.

6/2022, invited talk, "Machine learning with noisy labels", Huazhong University of Science and Technology, Online.

6/2022, invited talk, "Machine learning with noisy labels", Shanghai Jiao Tong University, Online.

6/2022, invited talk, "Machine learning with noisy labels", China University of Petroleum, Online.

6/2022, invited talk, "Machine learning with noisy labels", Xidian University, Xi'an, China.

6/2022, invited talk, "Machine learning with noisy labels", Brain-Inspired Technology Co., Ltd, Hefei, China.

6/2022, invited talk, "Machine learning with noisy labels", University of Science and Technology of China, Online.

5/2022, invited talk, "Machine learning with noisy labels", Wuhan University, Wuhan, China.

4/2022, invited talk, "Machine learning with noisy labels", Xi'An JiaoTong University, Online.

4/2022, invited talk, "Machine learning with noisy labels", Shandong University, Online.

3/2022, invited talk, "Machine learning with noisy labels", Renming University of China, Online.

3/2022, invited talk, "Machine learning with noisy labels", Wuhan University, Online.

2/2022, invited talk, "Machine learning with noisy labels", University of Melbourne, Online.

2/2022, plenary talk, "Machine learning with noisy labels", the 34th Australasian Joint Conference on Artificial Intelligence (AJCAI), Online.

1/2022, invited talk, "Machine learning with noisy labels", Beijing University of Technology, Online.

11/2021, tutorial talk, "Learning with noisy supervision", the 13th Asian Conference on Machine Learning (ACML) 2021, Online.

8/2021, tutorial talk, "Learning with noisy supervision", the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Online.

5/2021, invited talk, "Learning with noisy supervision", Monash University, Online.

4/2021, invited talk, "Learning with noisy supervision", RMIT University, Online.

3/2021, invited talk, "Recent developments in estimating transition matrices for label-noise learning", The first Australia-Japan Workshop on Machine Learning, Online.

12/2020, invited talk, "Machine learning with noisy labels", University of Technology Sydney, Online.

11/2020, seminar talk, "Machine learning with noisy labels", University of Sydney, Online.

11/2020, plenary talk, "Machine learning with noisy labels", The International Conference on Digital Image Computing: Techniques and Applications (DICTA), Online.

8/2020, invited talk, "Machine learning with noisy labels", RIKEN AIP, Japan, Online.

4/2020, seminar talk, "Machine learning with noisy labels", VALSE (Vision And Learning SEminar), Online.

1/2020, invited talk, "Machine learning with noisy labels", Peking University, China.

8/2019, plenary talk, "Machine learning with noisy labels", First China (Hefei) International AI Education Forum, China.

11/2017, tutorial talk, "Machine learning with noisy labels", The International Conference on Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia.

12/2016, invited talk, "Machine learning with noisy labels", Wuhan University and China University of Geosciences, China.