A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Y Qing, S Liu, J Song, H Wang, M Song
arXiv preprint arXiv:2211.06665, 2022
35 2022 Distribution Knowledge Embedding for Graph Pooling K Chen, J Song, S Liu, N Yu, Z Feng, G Han, M Song
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
23 2022 Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Y Zhou, S Liu, Y Qing, K Chen, T Zheng, Y Huang, J Song, M Song
arXiv preprint arXiv:2305.17352, 2023
21 2023 Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN G Han, S Liu, K Chen, N Yu, Z Feng, M Song
International Conference on Intelligent Computing & Optimization, 2021
17 2021 Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization K Chen, S Liu, T Zhu, T Zheng, H Zhang, Z Feng, J Ye, M Song
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023
14 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition S Liu, Y Zhou, J Song, T Zheng, K Chen, T Zhu, Z Feng, M Song
AAAI Conference on Artificial Intelligence (AAAI), Oral, 2023
13 2023 COLA: Cross-city Mobility Transformer for Human Trajectory Simulation Y Wang, T Zheng, Y Liang, S Liu, M Song
International World Wide Web Conference (WWW), 2024
12 2024 Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach Based on Multi-Task Attribution Map S Liu, W Luo, Y Zhou, K Chen, Q Zhang, H Xu, Q Guo, M Song
IEEE Transactions on Power Systems, 2023
11 2023 The Recognition of Driving Action Based on EEG Signals Using Wavelet-CSP Algorithm J Lin, S Liu, G Huang, Z Zhang, K Huang
IEEE International Conference on Digital Signal Processing, 2018
10 2018 Progressive decision-making framework for power system topology control S Liu, Y Zhou, M Song, G Bu, J Guo, C Chen
Expert Systems with Applications (ESWA), 2023
9 2023 Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning S Liu, J Song, Y Zhou, N Yu, K Chen, Z Feng, M Song
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
7 2024 Lookaround Optimizer: J Zhang, S Liu, J Song, T Zhu, Z Xu, M Song
Advances in Neural Information Processing Systems (NeurIPS), 2023
7 2023 Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation Y Wang, T Zheng, S Liu, K Chen, Z Feng, Y Hao, M Song
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
5 2024 Simple Graph Condensation Z Xiao, Y Wang, S Liu, H Wang, M Song, T Zheng
European Conference on Machine Learning and Principles and Practice of …, 2024
5 2024 Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket Y Wang, S Liu, K Chen, T Zhu, J Qiao, M Shi, Y Wan, M Song
European Conference on Artificial Intelligence (ECAI), 2023
5 2023 Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System K Chen, S Liu, N Yu, R Yan, Q Zhang, J Song, Z Feng, M Song
International Joint Conference on Neural Networks (IJCNN), Oral, 2022
5 2022 Disentangled condensation for large-scale graphs Z Xiao, S Liu, Y Wang, T Zheng, M Song
International World Wide Web Conference (WWW), 2025
4 2025 Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks Y Wang, S Liu, T Zheng, K Chen, M Song
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024
4 2024 Odyssey: Empowering Minecraft Agents with Open-World Skills S Liu, Y Li, K Zhang, Z Cui, W Fang, Y Zheng, T Zheng, M Song
arXiv preprint arXiv:2407.15325, 2024
3 * 2024 Powerformer: A Section-adaptive Transformer for Power Flow Adjustment K Chen, W Luo, S Liu, Y Wei, Y Zhou, Y Qing, Q Zhang, J Song, M Song
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024
3 2024 
Song, MingliFull Professor of Computer Science, Zhejiang Universityzju.edu.cn üzerinde doğrulanmış e-posta adresine sahip