A Deep Learning Approach for Crystal Structure Analysis Using X-ray Diffraction. [slides]
Speaker: Youth Innovation Forum on Scientific Intelligence, Global Developer Conference 2025 (2025 全球开发者先锋大会), Shanghai, Feb 2025.
Diabetica: Large Language Model for Diabetes. [slides]
Speaker: CSIG Youth Scientists Conference 2024 (第二十届中国图象图形学学会青年科学家会议), Hangzhou, Dec 2024.
Data-Efficient Machine Learning: Few-Shot Learning, Self-Supervised Learning, and Large Models.
Invited Talk: Qiyuan Lab (启元实验室), Beijing, Aug 2023.
Theoretical Insights into Self-Supervised Contrastive Learning. [slides] [video]
Invited Talk: National Tianyuan Mathematics Central Center, Wuhan University, May 2024.
Speaker: The 2rd Forum of Chinese Young Statistic Scholars (第二届中国青年统计学家论坛), Xuzhou, Apr 2024.
Invited Talk: Data mining and Information Retrieval Laboratory, Guangdong University of Technology, Dec 2023.
Invited Talk: Laboratory for Quantum Computation and Theoretical Computer Science, ICT, CAS, Nov 2023.
Invited Talk: School of Computer Science & Technology, Beijing Institute of Technology, Nov 2023.
Speaker: “Qingyuan·Science” Lecture Series, Shanghai Jiao Tong University, May 2023.
Self-Supervised Learning Theory. [slides] [video]
Speaker: Alumni Forum of IIIS (清华大学交叉信息研究院校友论坛), Tsinghua University, Mar 2022.
Speaker: National Engineering Laboratory for Big Data Analysis and Applications, Peking University, Mar 2022.
The Generalization of Contrastive Self-Supervised Learning. [slides]
Invited Talk: Wangxuan Institute of Computer Technology, Peking University, Dec 2021.
Invited Talk: Kuaishou Technology, Dec 2021.
Invited Talk: Gaoling School of Artificial Intelligence, Renmin University of China, Dec 2021.
Invited Talk: Taylor Lab, Dec 2021.
Invited Talk: National Tianyuan Mathematics Central Center, Wuhan University, Dec 2021.
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? [slides] [video]
Speaker: The 2021 Machine Learning and Scientific Computing Workshop, Wuhan University, Aug 2021.
Invited Talk: Department of Computer Science & Technology, Nanjing University, Jun 2021.
Speaker: The 2021 BAAI Conference (2021 北京智源大会), Beijing, Jun 2021.
Panels:
“Self-Supervised Learning”, The 2021 BAAI Conference (2021 北京智源大会), Beijing, Jun 2021. [video]