Tongtian Zhu - RankMe

18 papers A* 7A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Single Merging Suffices: Recovering Server-based Learning Performance in Decentralized Learning. CoRR Tongtian Zhu, Tianyu Zhang, Mingze Wang, Zhanpeng Zhou, Can Wang
2025	A*	`conf`	DICE: Data Influence Cascade in Decentralized Learning. ICLR Tongtian Zhu, Wenhao Li, Can Wang, Fengxiang He
2025	J	`jnl`	DICE: Data Influence Cascade in Decentralized Learning. CoRR Tongtian Zhu, Wenhao Li, Can Wang, Fengxiang He
2025	J	`jnl`	Efficient Distributed Graph Neural Network Training With Source Chunking and Moving Aggregation. IEEE Trans. Knowl. Data Eng. Wenjie Huang, Tongya Zheng, Rui Wang, Tongtian Zhu, Bingde Hu, Shuibing He, Mingli Song, Xinyu Wang, Sai Wu, Chun Chen
2025	J	`jnl`	Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations. Trans. Mach. Learn. Res. Xuelian Jiang, Tongtian Zhu, Yingxiang Xu, Can Wang, Yeyu Zhang, Fengxiang He
2024	A*	`conf`	SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data. IJCAI Shuting Tao, Tongtian Zhu, Hongwei Wang, Xiangming Meng
2023	J	`jnl`	Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket. CoRR Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
2023	A	`conf`	Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. ECAI Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
2023	A*	`conf`	Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. AAAI Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
2023	A*	`conf`	Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. ICML Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
2023	J	`jnl`	Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. CoRR Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
2023	A*	`conf`	Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. KDD Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
2023	J	`jnl`	Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. CoRR Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
2023	A*	`conf`	Lookaround Optimizer: k steps around, 1 step average. NeurIPS Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song
2023	J	`jnl`	Lookaround Optimizer: k steps around, 1 step average. CoRR Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song
2022	J	`jnl`	Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. CoRR Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
2022	A*	`conf`	Topology-aware Generalization of Decentralized SGD. ICML Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao
2022	J	`jnl`	Topology-aware Generalization of Decentralized SGD. CoRR Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao