SL
Shunyu Liu
cs.AIcs.LGcs.CLcs.CVcs.MAcs.SYeess.SYcs.SIContinuous Controlcs.CR
On Valency
published · living versionsW_v4294eeg·v1 · currentpublished
WorldFailBench: Do World Models Understand Policy Failures?
with Zheng Zhang, Xiaoyang Tang, Shuaiqi Cheng, Jiakai Huang +9
1 version
W_swf5e3ke·v1published
Preprints & journals
56 papers in the corpus · 2021–2026S-GAP: Stealthy Graph Attack Primitives for Graph Large Language Models2610.23465v1 · Wenda Li, Tongya Zheng, Shunyu Liu et al.2026 · 0 citationsarXiv
CryptoFlowBench: Benchmarking Multi-Hop Reasoning on Blockchains for Cryptocurrency Fund Tracing2610.16449v1 · Runang He, Tongya Zheng, Jing Cao et al.2026 · 0 citationsarXiv
Causal Improvement Graph for Agentic Harness Optimization2610.05039v1 · Junjie Zhang, Shunyu Liu, Haoyu Wang et al.2026 · 0 citationsarXiv
GraphCert: Bootstrap Agentic Graph Reasoning with Certified Evidence Rubrics2609.38798v1 · Weiqi Jiang, Yuchen Ying, Rui Wang et al.2026 · 0 citationsarXiv
CodeTS: Verifiable Text-to-Time Series Generation via Executable Code2609.15393v1 · Xudong Yuan, Shunyu Liu, Tongya Zheng et al.2026 · 0 citationsarXiv
SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them2607.27703v3 · Yang Zhou, Zixuan Huang, Sunzhu Li et al.2026 · 0 citationsarXiv
STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning2605.18851v1 · Junjie Zhang, Guozheng Ma, Shunyu Liu et al.2026 · 0 citationsarXiv
GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning2603.01410v2 · Yuchen Ying, Weiqi Jiang, Tongya Zheng et al.2026 · 0 citationsarXiv
R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?2602.03300v2 · Jingyi Zhang, Tianyi Lin, Huanjin Yao et al.2026 · 0 citationsarXiv
VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning2601.22069v2 · Yibo Wang, Yongcheng Jing, Shunyu Liu et al.2026 · 0 citationsarXiv
RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation2601.08430v2 · Sunzhu Li, Jiale Zhao, Miteto Wei et al.2026 · 0 citationsarXiv
Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following2512.23457v1 · Kongcheng Zhang, Qi Yao, Shunyu Liu et al.2025 · 0 citationsarXiv
Tree of Preferences for Diversified Recommendation2601.02386v1 · Hanyang Yuan, Ning Tang, Tongya Zheng et al.2025 · 0 citationsarXiv
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning2511.06633v2 · Qinghong Guo, Yu Wang, Ji Cao et al.2025 · 0 citationsarXiv
RelRepair: Enhancing Automated Program Repair by Retrieving Relevant Code2509.16701v1 · Shunyu Liu, Guangdong Bai, Mark Utting et al.2025 · 0 citationsarXiv
CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction2509.04733v1 · Yuzhu Chen, Yingjie Wang, Shunyu Liu et al.2025 · 0 citationsarXiv
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning2508.16949v7 · Yang Zhou, Sunzhu Li, Shunyu Liu et al.2025 · 0 citationsarXiv
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding2506.21924v1 · Zhao Jin, Rong-Cheng Tu, Jingyi Liao et al.2025 · 5 citationsarXiv
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning2506.08745v1 · Kongcheng Zhang, Qi Yao, Shunyu Liu et al.2025 · 1 citationarXiv
Intra-Trajectory Consistency for Reward Modeling2506.09096v3 · Chaoyang Zhou, Shunyu Liu, Zengmao Wang et al.2025 · 0 citationsarXiv
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data2505.20347v2 · Wenkai Fang, Shunyu Liu, Yang Zhou et al.2025 · 0 citationsarXiv
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL2505.06706v2 · Yuxuan Zheng, Yihe Zhou, Feiyang Xu et al.2025 · 1 citationarXiv
Supervised Optimism Correction: Be Confident When LLMs Are Sure2504.07527v2 · Junjie Zhang, Rushuai Yang, Shunyu Liu et al.2025 · 0 citationsarXiv
Reinforced Model Merging2503.21272v1 · Jiaqi Han, Jingwen Ye, Shunyu Liu et al.2025 · 1 citationarXiv
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization2503.12937v2 · Jingyi Zhang, Jiaxing Huang, Huanjin Yao et al.2025 · 27 citationsarXiv
Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems in Minecraft2503.03505v2 · Yaoru Li, Shunyu Liu, Tongya Zheng et al.2025 · 0 citationsarXiv
Dynamic Parallel Tree Search for Efficient LLM Reasoning2502.16235v2 · Yifu Ding, Wentao Jiang, Shunyu Liu et al.2025 · 3 citationsarXiv
Reasoning with Reinforced Functional Token Tuning2502.13389v1 · Kongcheng Zhang, Qi Yao, Baisheng Lai et al.2025 · 0 citationsarXiv
Holistic Semantic Representation for Navigational Trajectory Generation2501.02737v2 · Ji Cao, Tongya Zheng, Qinghong Guo et al.2025 · 2 citationsProceedings of the AAAI Conference on Artificial Intelligence, 39(1), 40-48 (2025)
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search2412.18319v2 · Huanjin Yao, Jiaxing Huang, Wenhao Wu et al.2024 · 10 citationsarXiv
Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning.38739512 · Liu, Shunyu, Song, Jie, Zhou, Yihe et al.2024 · 17 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):8157-8172
Odyssey: Empowering Minecraft Agents with Open-World Skills2407.15325v3 · Shunyu Liu, Yaoru Li, Kongcheng Zhang et al.2024 · 1 citationarXiv
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation2407.09904v1 · Wenda Li, Kaixuan Chen, Shunyu Liu et al.2024 · 0 citationsarXiv
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks2407.01979v1 · Yuwen Wang, Shunyu Liu, Tongya Zheng et al.2024 · 9 citationsarXiv
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks2406.17818v1 · Feiyang Xu, Shunyu Liu, Yunpeng Qing et al.2024 · 6 citationsarXiv
Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map2405.15831v1 · Shunyu Liu, Wei Luo, Yanzhen Zhou et al.2024 · 25 citationsarXiv
Simple Graph Condensation2403.14951v2 · Zhenbang Xiao, Yu Wang, Shunyu Liu et al.2024 · 15 citationsarXiv
Multi-agent Continuous Control with Generative Flow Networks.38531123 · Luo, Shuang, Li, Yinchuan, Liu, Shunyu et al.2024 · 5 citationsNeural networks : the official journal of the International Neural Network Society. 2024;174:106243
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective2403.07262v4 · Yunpeng Qing, Shunyu liu, Jingyuan Cong et al.2024 · 3 citationsarXiv
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation2403.01801v1 · Yu Wang, Tongya Zheng, Yuxuan Liang et al.2024 · 15 citationsarXiv
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder2403.00891v1 · Kedi Chen, Jie Zhou, Qin Chen et al.2024 · 0 citationsarXiv
Disentangled Condensation for Large-scale Graphs2401.12231v3 · Zhenbang Xiao, Yu Wang, Shunyu Liu et al.2024 · 10 citationsarXiv
Powerformer: A Section-adaptive Transformer for Power Flow Adjustment2401.02771v5 · Kaixuan Chen, Wei Luo, Shunyu Liu et al.2024 · 7 citationsarXiv
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning2311.16807v1 · Yaoquan Wei, Shunyu Liu, Jie Song et al.2023 · 1 citationarXiv
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket2308.02916v2 · Yuwen Wang, Shunyu Liu, Kaixuan Chen et al.2023 · 0 citationsarXiv
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation2306.09381v3 · Yu Wang, Tongya Zheng, Shunyu Liu et al.2023 · 17 citationsarXiv
Curricular Subgoals for Inverse Reinforcement Learning2306.08232v1 · Shunyu Liu, Yunpeng Qing, Shuqi Xu et al.2023 · 2 citationsarXiv
Message-passing selection: Towards interpretable GNNs for graph classification2306.02081v2 · Wenda Li, Kaixuan Chen, Shunyu Liu et al.2023 · 1 citationarXiv
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization2305.19903v3 · Kaixuan Chen, Shunyu Liu, Tongtian Zhu et al.2023 · 17 citationsarXiv
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?2305.17352v2 · Yihe Zhou, Shunyu Liu, Yunpeng Qing et al.2023 · 15 citationsarXiv
Career total: 101 works. 56 are in this corpus.Showing the 50 most recent.
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