Shunyu Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
11
Active years
2022–2026
Best venue rank
A*
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning. | Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin |
| 2026 | ACL | Reasoning-Guided Exploration for Online DPO. | Zetian Hu, Shunyu Liu, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao |
| 2026 | ACL | RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation. | Sunzhu Li, Jiale Zhao, Huimin Ren, Zhenlin Wei, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Chen Wei |
| 2025 | AAAI | Holistic Semantic Representation for Navigational Trajectory Generation. | Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song |
| 2025 | AAAI | Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning. | Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Mingli Song |
| 2025 | AAAI | Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location. | Na Yu, Yutong Deng, Shunyu Liu, Kaixuan Chen, Tongya Zheng, Mingli Song |
| 2025 | AAAI | Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL. | Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu |
| 2025 | ACL | Dynamic Parallel Tree Search for Efficient LLM Reasoning. | Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao |
| 2025 | ACL | Supervised Optimism Correction: Be Confident When LLMs Are Sure. | Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao |
| 2025 | ECAI | Bi-Level Mean Field: Dynamic Grouping for Large-Scale MARL. | Yuxuan Zheng, Yihe Zhou, Feiyang Xu, Mingli Song, Shunyu Liu |
| 2025 | ICCV | R1-VL: Learning to Reason with Multimodal Large Language Models via Step-Wise Group Relative Policy Optimization. | Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao |
| 2025 | ICLR | From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks. | Jie Yang, Yuwen Wang, Kaixuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu |
| 2025 | IJCAI | Odyssey : Empowering Minecraft Agents with Open-World Skills. | Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song |
| 2025 | IJCAI | CADP: Towards Better Centralized Learning for Decentralized Execution in MARL. | Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song |
| 2025 | KDD | Powerformer: A Section-adaptive Transformer for Power Flow Adjustment. | Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Yong Wang, Jie Song, Mingli Song |
| 2025 | WWW | Disentangled Condensation for Large-scale Graphs. | Zhenbang Xiao, Yu Wang, Shunyu Liu, Bingde Hu, Huiqiong Wang, Mingli Song, Tongya Zheng |
| 2024 | COLING | Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models. | Shunyu Liu, Jie Zhou, Qunxi Zhu, Qin Chen, Qingchun Bai, Jun Xiao, Liang He |
| 2024 | COLING | A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder. | Kedi Chen, Jie Zhou, Qin Chen, Shunyu Liu, Liang He |
| 2024 | ECAI | Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation. | Wenda Li, Kaixuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song |
| 2024 | ICONIP | Unified Mask Graph Modeling for Incomplete Tabular Learning. | Na Yu, Tongya Zheng, Shunyu Liu, Kai-Xuan Chen, Mingli Song |
| 2024 | IJCAI | Improving Adversarial Robustness via Feature Pattern Consistency Constraint. | Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song |
| 2024 | IJCNN | Multi-Channel Graph Fusion Representation for Tabular Data Imputation. | Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song |
| 2024 | KDD | Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks. | Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song |
| 2024 | KDD | Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks. | Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song |
| 2024 | WWW | COLA: Cross-city Mobility Transformer for Human Trajectory Simulation. | Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song |
| 2023 | AAAI | Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition. | Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song |
| 2023 | ECAI | Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets. | Yuwen Wang, Shunyu Liu, Kaixuan Chen, Tongtian Zhu, Ji Qiao, Mengjie Shi, Yuanyu Wan, Mingli Song |
| 2023 | ICLR | Message-passing Selection: Towards Interpretable GNNs for Graph Classification. | Wenda Li, Kaixuan Chen, Shunyu Liu, Wenjie Huang, Haofei Zhang, Mingli Song, Yingjie Tian, Yun Su |
| 2023 | ICONIP | Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks. | Yunzhi Hao, Yu Wang, Shunyu Liu, Tongya Zheng, Xingen Wang, Xinyu Wang, Mingli Song, Wenqi Huang, Chun Chen |
| 2023 | KDD | Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. | Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song |
| 2022 | IJCNN | Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System. | Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song |