Talks
2025
- βDICE: Data Influence Cascade in Decentralized Learning.β Poster Presentation at the Thirteenth International Conference on Learning Representations (ICLR). April, 2025. (πtwitter threads, project page, video-Chinese, video-English, slides, poster)
2024
- βDecentralized to Generalize? On the Asymptotic Equivalence of Decentralized SGD and Average-direction SAM.β Invitied talk at CCF Excellent PhD Forum on Theoretical Computer Science. June, 2024. [slides, video, paper]
2023
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βDecentralized to Generalize? On the Asymptotic Equivalence of Decentralized SGD and Average-direction SAM.β Poster Presentation at the Fortieth International Conference on Machine Learning (ICML). July, 2023. [slides, paper]
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βDecentralized to Generalize? On the Asymptotic Equivalence of Decentralized SGD and Average-direction SAM.β Invitied talk at Beijing Academy of Artificial Intelligence (ζΊζΊη€ΎεΊ, BAAI). July, 2023. [slides, video, paper]
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βDecentralized to Generalize?β Invitied talk at the Deep Learning Theory Seminar, Westlake University. July, 2023.
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βDecentralized to Generalize?β Invitied talk at the Sixth World Artificial Intelligence Conference (δΈηδΊΊε·₯ζΊθ½ε€§δΌ, WAIC). July, 2023.
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βTopology-aware Generalization Bounds of Decentralized SGD.β Invitied talk at the Eleventh SIAM Conference on Optimization (OP23). June, 2023. [slides, paper]
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βUnderstanding Deep Learning Phenomena.β Regular Seminar of VIPA Group, Zhejiang University. March, 2023.
2022
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βTopology-aware Generalization Bounds of Decentralized SGD.β Spotlight Presentation at the Thirty-ninth International Conference on Machine Learning (ICML). July, 2022. [slides, paper]
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βThe Non-overfitting Puzzle in Deep Learning.β Deep Learning Theory Seminar, Zhejiang University. March, 2022.
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βThe Non-overfitting Puzzle in Deep Learning.β Regular Seminar of VIPA Group, Zhejiang University. March, 2022.