Kaixuan Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Graph Representations

Directed Acyclic

Reinforcement Learning

Top Venues

Publications

Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Jie Song, Mingli Song
Powerformer: A Section-adaptive Transformer for Power Flow Adjustment. CoRR (2024)
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD (2024)
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR (2024)
Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song
Advantage-Aware Policy Optimization for Offline Reinforcement Learning. CoRR (2024)
Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Yong Wang, Mingli Song
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning. CoRR (2023)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. KDD (2023)
Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR (2023)
Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song
Schema Inference for Interpretable Image Classification. CoRR (2023)
Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. CoRR (2023)
Wenda Li, Kaixuan Chen, Shunyu Liu, Wenjie Huang, Haofei Zhang, Yingjie Tian, Yun Su, Mingli Song
Message-passing selection: Towards interpretable GNNs for graph classification. CoRR (2023)
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. AAAI (2023)
Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. ICML (2023)
Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song
Schema Inference for Interpretable Image Classification. ICLR (2023)
Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket. CoRR (2023)
Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Gengshi Han, Mingli Song
Distribution Knowledge Embedding for Graph Pooling. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. ECAI (2023)
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? CoRR (2023)
Wenda Li, Kaixuan Chen, Shunyu Liu, Wenjie Huang, Haofei Zhang, Mingli Song, Yingjie Tian, Yun Su
Message-passing Selection: Towards Interpretable GNNs for Graph Classification. Tiny Papers @ ICLR (2023)
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. CoRR (2023)
Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System. IJCNN (2022)
Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning. CoRR (2022)
Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System. CoRR (2022)
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. CoRR (2022)
Shunyu Liu, Xinchao Wang, Na Yu, Jie Song, Kaixuan Chen, Zunlei Feng, Mingli Song
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework. CoRR (2022)
Gengshi Han, Shunyu Liu, Kaixuan Chen, Na Yu, Zunlei Feng, Mingli Song
Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN. ICO (2021)
Gengshi Han, Shunyu Liu, Kaixuan Chen, Na Yu, Zunlei Feng, Mingli Song
Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN. CoRR (2021)
Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Mingli Song
Distribution Knowledge Embedding for Graph Pooling. CoRR (2021)