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ORCIDShunyu Liu 0001
Person information
- affiliation: Nanyang Technological University, Singapore
- affiliation (PhD 2024): Zhejiang University, Hangzhou, China
- affiliation (former): Sun Yat-sen University, Guangzhou, China
Other persons with the same name
- Shunyu Liu 0002 — Nanjing Institute of Technology, Nanjing, Jiangsu, China
- Shunyu Liu 0003
![[0009-0008-5091-7577]](https://dblp.org/img/orcid-mark.12x12.png "0009-0008-5091-7577")
— East China Normal University, School of Computer Science and Technology, Shanghai, China - Shunyu Liu 0004 — Hainan University, College of Information and Communication Engineering, Haikou, China
- Shunyu Liu 0005 — University of Queensland, Brisbane, QLD, Australia
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2020 – today
- 2026
[c33]Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin:
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning. AAAI 2026: 38524-38532- [i59]Hanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu, Jiacong Hu, Jiawei Chen, Mingli Song:
Tree of Preferences for Diversified Recommendation. CoRR abs/2601.02386 (2026) - [i58]Sunzhu Li, Jiale Zhao, Miteto Wei, Huimin Ren, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Wei Chen:
RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation. CoRR abs/2601.08430 (2026) - [i57]Yibo Wang, Yongcheng Jing, Shunyu Liu, Hao Guan, Rong-Cheng Tu, Chengyu Wang, Jun Huang, Dacheng Tao:
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning. CoRR abs/2601.22069 (2026) - [i56]Wenda Li, Tongya Zheng, Kaixuan Chen, Shunyu Liu, Haoze Jiang, Yunzhi Hao, Rui Miao, Zujie Ren, Mingli Song, Hang Shi, Gang Chen:
Physics-informed Diffusion Generation for Geomagnetic Map Interpolation. CoRR abs/2602.00709 (2026) - [i55]Jingyi Zhang, Tianyi Lin, Huanjin Yao, Xiang Lan, Shunyu Liu, Jiaxing Huang:
R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model? CoRR abs/2602.03300 (2026) - 2025
- [j8]Shuang Luo, Shunyu Liu, Tianrun Cai, Chao Wu:
Utilizing RBC system for taxation policy evaluation: An adaptive interaction framework based on deep reinforcement learning. Expert Syst. Appl. 268: 126365 (2025) - [j7]Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, Yun-Fu Liu, Mingli Song:
Curricular Subgoals for Inverse Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 26(3): 3016-3027 (2025) - [c32]Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song:
Holistic Semantic Representation for Navigational Trajectory Generation. AAAI 2025: 40-48 - [c31]Na Yu, Yutong Deng, Shunyu Liu, Kaixuan Chen, Tongya Zheng, Mingli Song:
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location. AAAI 2025: 977-985 - [c30]Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Mingli Song:
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning. AAAI 2025: 21482-21490 - [c29]Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu:
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL. AAAI 2025: 23018-23026 - [c28]Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao:
Supervised Optimism Correction: Be Confident When LLMs Are Sure. ACL (Findings) 2025: 8867-8880 - [c27]Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao:
Dynamic Parallel Tree Search for Efficient LLM Reasoning. ACL (1) 2025: 11233-11252 - [c26]Yuxuan Zheng, Yihe Zhou, Feiyang Xu, Mingli Song, Shunyu Liu:
Bi-Level Mean Field: Dynamic Grouping for Large-Scale MARL. ECAI 2025: 3630-3637 - [c25]Jie Yang, Yuwen Wang, Kaixuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu:
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks. ICLR 2025 - [c24]Jiaqi Han, Jingwen Ye, Shunyu Liu, Haofei Zhang, Jie Song, Zunlei Feng, Mingli Song:
Reinforced Model Merging. ICME 2025: 1-6 - [c23]Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song:
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL. AAMAS 2025: 2838-2840 - [c22]Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song:
Odyssey : Empowering Minecraft Agents with Open-World Skills. IJCAI 2025: 187-195 - [c21]Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song:
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL. IJCAI 2025: 7218-7226 - [c20]Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Yong Wang, Jie Song, Mingli Song:
Powerformer: A Section-adaptive Transformer for Power Flow Adjustment. KDD (1) 2025: 2204-2215 - [c19]Zhenbang Xiao, Yu Wang, Shunyu Liu, Bingde Hu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Disentangled Condensation for Large-scale Graphs. WWW 2025: 4494-4506 - [i54]Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song:
Holistic Semantic Representation for Navigational Trajectory Generation. CoRR abs/2501.02737 (2025) - [i53]Kongcheng Zhang, Qi Yao, Baisheng Lai, Jiaxing Huang, Wenkai Fang, Dacheng Tao, Mingli Song, Shunyu Liu:
Reasoning with Reinforced Functional Token Tuning. CoRR abs/2502.13389 (2025) - [i52]Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao:
Dynamic Parallel Tree Search for Efficient LLM Reasoning. CoRR abs/2502.16235 (2025) - [i51]Yaoru Li, Shunyu Liu, Tongya Zheng, Mingli Song:
Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems. CoRR abs/2503.03505 (2025) - [i50]Shunyu Liu, Wenkai Fang, Zetian Hu, Junjie Zhang, Yang Zhou, Kongcheng Zhang, Rongcheng Tu, Ting-En Lin, Fei Huang, Mingli Song, Yongbin Li, Dacheng Tao:
A Survey of Direct Preference Optimization. CoRR abs/2503.11701 (2025) - [i49]Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao:
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. CoRR abs/2503.12937 (2025) - [i48]Jiaqi Han, Jingwen Ye, Shunyu Liu, Haofei Zhang, Jie Song, Zunlei Feng, Mingli Song:
Reinforced Model Merging. CoRR abs/2503.21272 (2025) - [i47]Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao:
Supervised Optimism Correction: Be Confident When LLMs Are Sure. CoRR abs/2504.07527 (2025) - [i46]Jie Yang, Yuwen Wang, Kai-Xuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu:
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks. CoRR abs/2505.00364 (2025) - [i45]Yuxuan Zheng, Yihe Zhou, Feiyang Xu, Mingli Song, Shunyu Liu:
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL. CoRR abs/2505.06706 (2025) - [i44]Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Shunyu Liu, Dacheng Tao:
VORTA: Efficient Video Diffusion via Routing Sparse Attention. CoRR abs/2505.18809 (2025) - [i43]Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao:
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data. CoRR abs/2505.20347 (2025) - [i42]Yunpeng Qing, Shuo Chen, Yixiao Chi, Shunyu Liu, Sixu Lin, Changqing Zou:
BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning. CoRR abs/2506.05762 (2025) - [i41]Kongcheng Zhang, Qi Yao, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao:
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning. CoRR abs/2506.08745 (2025) - [i40]Chaoyang Zhou, Shunyu Liu, Zengmao Wang, Di Wang, Rong-Cheng Tu, Bo Du, Dacheng Tao:
Intra-Trajectory Consistency for Reward Modeling. CoRR abs/2506.09096 (2025) - [i39]Junjie Zhang, Guozheng Ma, Shunyu Liu, Haoyu Wang, Jiaxing Huang, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao:
MeRF: Motivation-enhanced Reinforcement Finetuning for Large Reasoning Models. CoRR abs/2506.18485 (2025) - [i38]Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao:
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding. CoRR abs/2506.21924 (2025) - [i37]Shunyu Liu, Minghao Liu, Huichi Zhou, Zhenyu Cui, Yang Zhou, Yuhao Zhou, Wendong Fan, Ge Zhang, Jiajun Shi, Weihao Xuan, Jiaxing Huang, Shuang Luo, Fang Wu, Heli Qi, Qingcheng Zeng, Ziqi Ren, Jialiang Gao, Jindi Lv, Junjie Wang, Aosong Feng, Heng Zhou, Wangchunshu Zhou, Zhenfei Yin, Wenlong Zhang, Guohao Li, Wenhao Yu, Irene Li, Lei Ma, Lei Bai, Qunshu Lin, Mingli Song, Dacheng Tao:
VeriGUI: Verifiable Long-Chain GUI Dataset. CoRR abs/2508.04026 (2025) - [i36]Yang Zhou, Sunzhu Li, Shunyu Liu, Wenkai Fang, Jiale Zhao, Jingwen Yang, Jianwei Lv, Kongcheng Zhang, Yihe Zhou, Hengtong Lu, Wei Chen, Yan Xie, Mingli Song:
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning. CoRR abs/2508.16949 (2025) - [i35]Yuzhu Chen, Yingjie Wang, Shunyu Liu, Yongcheng Jing, Dacheng Tao:
CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction. CoRR abs/2509.04733 (2025) - [i34]Huanjin Yao, Ruifei Zhang, Jiaxing Huang, Jingyi Zhang, Yibo Wang, Bo Fang, Ruolin Zhu, Yongcheng Jing, Shunyu Liu, Guanbin Li, Dacheng Tao:
A Survey on Agentic Multimodal Large Language Models. CoRR abs/2510.10991 (2025) - [i33]Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin:
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning. CoRR abs/2511.06633 (2025) - [i32]Wenda Li, Tongya Zheng, Shunyu Liu, Yu Wang, Kai-Xuan Chen, Hanyang Yuan, Bingde Hu, Zujie Ren, Mingli Song, Gang Chen:
Towards Efficient LLM-aware Heterogeneous Graph Learning. CoRR abs/2511.17923 (2025) - [i31]Yaoru Li, Heyu Si, Federico Landi, Pilar Oplustil Gallegos, Ioannis Koutsoumpas, O. Ricardo Cortez Vazquez, Ruiju Fu, Qi Guo, Xin Jin, Shunyu Liu, Mingli Song:
3MDiT: Unified Tri-Modal Diffusion Transformer for Text-Driven Synchronized Audio-Video Generation. CoRR abs/2511.21780 (2025) - [i30]Di Wang, Shunyu Liu, Wentao Jiang, Fengxiang Wang, Yi Liu, Xiaolei Qin, Zhiming Luo, Chaoyang Zhou, Haonan Guo, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang:
GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes. CoRR abs/2511.22645 (2025) - [i29]Kongcheng Zhang, Qi Yao, Shunyu Liu, Wenjian Zhang, Min Cen, Yang Zhou, Wenkai Fang, Yiru Zhao, Baisheng Lai, Mingli Song:
Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following. CoRR abs/2512.23457 (2025) - 2024
- [j6]Shunyu Liu, Yanzhen Zhou, Mingli Song, Guangquan Bu, Jianbo Guo, Chun Chen:
Progressive decision-making framework for power system topology control. Expert Syst. Appl. 235: 121070 (2024) - [j5]Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu:
Multi-agent Continuous Control with Generative Flow Networks. Neural Networks 174: 106243 (2024) - [j4]Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song:
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8157-8172 (2024) - [j3]Yu Wang, Tongya Zheng, Shunyu Liu, Zunlei Feng, Kai-Xuan Chen, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. IEEE Trans. Knowl. Data Eng. 36(11): 7074-7086 (2024) - [c18]Wenda Li, Kaixuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song:
Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation. ECAI 2024: 3015-3022 - [c17]Na Yu, Tongya Zheng, Shunyu Liu, Kai-Xuan Chen, Mingli Song:
Unified Mask Graph Modeling for Incomplete Tabular Learning. ICONIP (6) 2024: 76-90 - [c16]Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song:
Improving Adversarial Robustness via Feature Pattern Consistency Constraint. IJCAI 2024: 848-856 - [c15]Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song:
Multi-Channel Graph Fusion Representation for Tabular Data Imputation. IJCNN 2024: 1-8 - [c14]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. KDD 2024: 3277-3288 - [c13]Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song:
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks. KDD 2024: 3598-3609 - [c12]Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song:
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective. NeurIPS 2024 - [c11]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. ECML/PKDD (2) 2024: 53-71 - [c10]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. WWW 2024: 3509-3520 - [i28]Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Yong Wang, Jie Song, Mingli Song:
Powerformer: A Section-adaptive Transformer for Power Flow Adjustment. CoRR abs/2401.02771 (2024) - [i27]Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song:
Disentangled Condensation for Large-scale Graphs. CoRR abs/2401.12231 (2024) - [i26]Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song:
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. CoRR abs/2403.01801 (2024) - [i25]Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song:
Advantage-Aware Policy Optimization for Offline Reinforcement Learning. CoRR abs/2403.07262 (2024) - [i24]Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng:
Simple Graph Condensation. CoRR abs/2403.14951 (2024) - [i23]Shunyu Liu, Wei Luo, Yanzhen Zhou, Kai-Xuan Chen, Quan Zhang, Huating Xu, Qinglai Guo, Mingli Song:
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map. CoRR abs/2405.15831 (2024) - [i22]Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song:
Improving Adversarial Robustness via Feature Pattern Consistency Constraint. CoRR abs/2406.08829 (2024) - [i21]Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song:
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks. CoRR abs/2406.17818 (2024) - [i20]Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song:
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. CoRR abs/2407.01979 (2024) - [i19]Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song:
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation. CoRR abs/2407.09904 (2024) - [i18]Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song:
Odyssey: Empowering Agents with Open-World Skills. CoRR abs/2407.15325 (2024) - [i17]Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu:
Multi-Agent Continuous Control with Generative Flow Networks. CoRR abs/2408.06920 (2024) - [i16]Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, Yuxin Song, Haocheng Feng, Li Shen, Dacheng Tao:
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search. CoRR abs/2412.18319 (2024) - 2023
- [j2]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): 7898-7908 (2023) - [j1]Shunyu Liu, Kai-Xuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song:
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework. IEEE Trans. Syst. Man Cybern. Syst. 53(12): 7403-7414 (2023) - [c9]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: 11595-11603 - [c8]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: 2583-2590 - [c7]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 - [c6]Yunzhi Hao, Yu Wang, Shunyu Liu, Tongya Zheng, Xingen Wang, Xinyu Wang, Mingli Song, Wenqi Huang, Chun Chen:
Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks. ICONIP (1) 2023: 147-160 - [c5]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: 237-249 - [c4]Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song:
Lookaround Optimizer: k steps around, 1 step average. NeurIPS 2023 - [i15]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 abs/2305.17352 (2023) - [i14]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 abs/2305.19903 (2023) - [i13]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 abs/2306.02081 (2023) - [i12]Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song:
Lookaround Optimizer: k steps around, 1 step average. CoRR abs/2306.07684 (2023) - [i11]Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, Yunfu Liu, Mingli Song:
Curricular Subgoals for Inverse Reinforcement Learning. CoRR abs/2306.08232 (2023) - [i10]Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song:
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation. CoRR abs/2306.09381 (2023) - [i9]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 abs/2308.02916 (2023) - [i8]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 abs/2311.16807 (2023) - 2022
- [c3]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: 1-8 - [i7]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 abs/2205.06576 (2022) - [i6]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 abs/2207.01955 (2022) - [i5]Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song:
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning. CoRR abs/2207.03902 (2022) - [i4]Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song:
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges. CoRR abs/2211.06665 (2022) - [i3]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 abs/2211.12712 (2022) - 2021
- [c2]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: 555-565 - [i2]Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Mingli Song:
Distribution Knowledge Embedding for Graph Pooling. CoRR abs/2109.14333 (2021) - [i1]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 abs/2112.08836 (2021)
2010 – 2019
- 2018
- [c1]Jinxin Lin, Shunyu Liu, Gan Huang, Zhiguo Zhang, Kai Huang:
The Recognition of Driving Action Based on EEG Signals Using Wavelet-CSP Algorithm. DSP 2018: 1-5
Coauthor Index
[i59] [i56] [j7] [c32] [c31] [c30] [c29] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [i54] [i53] [i51] [i50] [i48] [i46] [i45] [i43] [i41] [i37] [i36] [i32] [i31] [i29] [j6] [j4] [j3] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [j2] [j1] [c9] [c8] [c7] [c6] [c5] [c4] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [c3] [i7] [i6] [i5] [i4] [i3] [c2] [i2] [i1]
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-03-20 23:57 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
