Dongsheng Li

National Key Laboratory of Parallel and Distributed Computing , National University of Defense Technology , Changsha , 410073 , China

9 papers in the IJCAI proceedings

IJCAI 2026

Stability and Generalization for Decentralized Markov SGD

with Jiahuan Wang, Ziqing Wen, Ping Luo, Tao Sun

doi:10.24963/ijcai.2026/548

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IJCAI 2024

Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1

with Xiaoge Deng, Tao Sun, Xicheng Lu

doi:10.24963/ijcai.2024/431

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LLMs Can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought

with Zhuoxuan Jiang, Haoyuan Peng, Shanshan Feng, Fan Li

doi:10.24963/ijcai.2024/381

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IJCAI 2023

A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction

with Yilin Wang, Minghao Hu, Zhen Huang, Wei Luo, Dong Yang, Xicheng Lu

doi:10.24963/ijcai.2023/259

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Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification

with Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei

doi:10.24963/ijcai.2023/573

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IJCAI 2022

Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure

with Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao

doi:10.24963/ijcai.2022/284

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Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble

with Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang

doi:10.24963/ijcai.2022/508

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IJCAI 2019

Heavy-ball Algorithms Always Escape Saddle Points

with Tao Sun, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou

doi:10.24963/ijcai.2019/488

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IJCAI 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering

with Chao Chen, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang

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Future Conferences

AI Journal Division

IJCAI Proceedings