Zhu, Tongtian

9 publications

ICLRW 2025 A Single Global Merging Suffices: Recovering Centralized Learning Performance in Decentralized Learning Tongtian Zhu, Tianyu Zhang, Mingze Wang, Zhanpeng Zhou, Can Wang

ICLR 2025 DICE: Data Influence Cascade in Decentralized Learning Tongtian Zhu, Wenhao Li, Can Wang, Fengxiang He

TMLR 2025 Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations Xuelian Jiang, Tongtian Zhu, Yingxiang Xu, Can Wang, Yeyu Zhang, Fengxiang He

ICLRW 2025 Rethinking Decentralized Learning: Towards More Realistic Evaluations with a Metadata-Agnostic Approach Tianyu Zhang, Lu Li, Tongtian Zhu, Suyuchen Wang, Can Wang, Yong Chen

IJCAI 2024 SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data Shuting Tao, Tongtian Zhu, Hongwei Wang, Xiangming Meng

AAAI 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song

ICML 2023 Decentralized SGD and Average-Direction SAM Are Asymptotically Equivalent Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao

NeurIPS 2023 Lookaround Optimizer: $k$ Steps Around, 1 Step Average Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song

ICML 2022 Topology-Aware Generalization of Decentralized SGD Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao