PPaperPicks

Yang Liu

Tsinghua University, Department of Computer Science and Technology, China

50 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3087-242X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×19NeurIPS ×7ICML ×6EMNLP ×4ICLR ×4CVPR ×3AAAI ×2ICCV ×2BMVC ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Peng Li
×28
Wenbing Huang
×14
Fuwen Luo
×11
Ziyue Wang
×9
Fei Huang
×9
Ming Yan
×8
Rui Jiao
×8
Xiaolong Wang
×7
Chi Chen
×7
Maosong Sun
×7
Ji Zhang
×6
Xiangzhe Kong
×6

Papers

  1. Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
    ACL 2026 ·
    Jingyi Ren
    ,
    Ante Wang
    ,
    Yunghwei Lai
    ,
    Xiaolong Wang
    ,
    Linlu Gong
    ,
    Weitao Li
    ,
    Weizhi Ma
    , Yang Liu
  2. Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors
    ACL 2026 ·
    Fuwen Luo
    ,
    Zihao Wan
    ,
    Ziyue Wang
    ,
    Yaluo Liu
    ,
    Pau Tong Lin Xu
    ,
    Xuanjia Qiao
    ,
    Xiaolong Wang
    ,
    Peng Li
    , Yang Liu
  3. GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
    ACL 2026 ·
    Zhiwen Ruan
    ,
    Yichao Du
    ,
    Jianjie Zheng
    ,
    Longyue Wang
    ,
    Yun Chen
    ,
    Peng Li
    ,
    Jinsong Su
    , Yang Liu,
    Guanhua Chen
  4. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
    ACL 2026 ·
    Junyou Su
    ,
    He Zhu
    ,
    Xiao Luo
    ,
    Liyu Zhang
    ,
    Hong-Yu Zhou
    ,
    Yun Chen
    ,
    Peng Li
    , Yang Liu,
    Guanhua Chen
  5. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
    ,
    Shengfeng Lou
    ,
    Chi Chen
    ,
    Ziyue Wang
    ,
    Chenliang Li
    ,
    Weizhou Shen
    ,
    Jiyue Guo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    , Yang Liu
  6. SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
    ACL 2026 ·
    Tianyi Wang
    ,
    Yixia Li
    ,
    Long Li
    ,
    Yibiao Chen
    ,
    Shaohan Huang
    ,
    Yun Chen
    ,
    Peng Li
    , Yang Liu,
    Guanhua Chen
  7. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
    ,
    Zhennan Wan
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Fei Huang
    , Yang Liu
  8. Visual-Friendly Concept Protection via Selective Adversarial Perturbations
    AAAI 2026 ·
    Xiaoyue Mi
    ,
    Fan Tang
    ,
    You Wu
    ,
    Juan Cao
    ,
    Peng Li
    , Yang Liu
  9. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
    ,
    Chenliang Li
    ,
    Yuning Wu
    ,
    Kaiming Liu
    ,
    Weizhou Shen
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Fei Huang
    ,
    Ya-Qin Zhang
    , Yang Liu
  10. ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
    ACL 2025 ·
    Ziyue Wang
    ,
    Chi Chen
    ,
    Fuwen Luo
    ,
    Yurui Dong
    ,
    Yuanchi Zhang
    ,
    Yuzhuang Xu
    ,
    Xiaolong Wang
    ,
    Peng Li
    , Yang Liu
  11. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
    ,
    Xiaochen Wang
    ,
    Chi Chen
    ,
    Jiabo Ye
    ,
    Yiru Wang
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Zhifang Sui
    ,
    Maosong Sun
    , Yang Liu
  12. Adversarial Robust Memory-Based Continual Learner
    ICCV 2025 ·
    Xiaoyue Mi
    ,
    Fan Tang
    ,
    Zonghan Yang
    ,
    Danding Wang
    ,
    Juan Cao
    ,
    Peng Li
    , Yang Liu
  13. Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
    NeurIPS 2025 ·
    Peng Lai
    ,
    Jianjie Zheng
    ,
    Sijie Cheng
    ,
    Yun Chen
    ,
    Peng Li
    , Yang Liu,
    Guanhua Chen
  14. Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
    SIGKDD 2025 ·
    Yuan Mi
    ,
    Pu Ren
    ,
    Hongteng Xu
    ,
    Hongsheng Liu
    ,
    Zidong Wang
    ,
    Yike Guo
    ,
    Ji-Rong Wen
    ,
    Hao Sun
    , Yang Liu
  15. DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms
    EMNLP 2025 ·
    Xiaojun Bi
    ,
    Shuo Li
    ,
    Junyao Xing
    ,
    Ziyue Wang
    ,
    Fuwen Luo
    ,
    Weizheng Qiao
    ,
    Lu Han
    ,
    Ziwei Sun
    ,
    Peng Li
    , Yang Liu
  16. Dynamic Low-Rank Sparse Adaptation for Large Language Models
    ICLR 2025 ·
    Weizhong Huang
    ,
    Yuxin Zhang
    ,
    Xiawu Zheng
    , Yang Liu,
    Jing Lin
    ,
    Yiwu Yao
    ,
    Rongrong Ji
  17. Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
    EMNLP 2025 ·
    Sheng Liu
    ,
    Qiang Sheng
    ,
    Danding Wang
    , Yang Liu,
    Guang Yang
    ,
    Juan Cao
  18. G2: Guided Generation for Enhanced Output Diversity in LLMs
    EMNLP 2025 ·
    Zhiwen Ruan
    ,
    Yixia Li
    ,
    Yefeng Liu
    ,
    Yun Chen
    ,
    Weihua Luo
    ,
    Peng Li
    , Yang Liu,
    Guanhua Chen
  19. How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in an Extensible Escape Game
    ICCV 2025 ·
    Ziyue Wang
    ,
    Yurui Dong
    ,
    Fuwen Luo
    ,
    Minyuan Ruan
    ,
    Zhili Cheng
    ,
    Chi Chen
    ,
    Peng Li
    , Yang Liu
  20. Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
    NeurIPS 2025 ·
    Zishen Zhang
    ,
    Xiangzhe Kong
    ,
    Wenbing Huang
    , Yang Liu
  21. Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
    NeurIPS 2025 ·
    Xixian Liu
    ,
    Rui Jiao
    ,
    Zhiyuan Liu
    ,
    Yurou Liu
    , Yang Liu,
    Ziheng Lu
    ,
    Wenbing Huang
    ,
    Yang Zhang
    ,
    Yixin Cao
  22. MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
    NeurIPS 2025 ·
    Rui Jiao
    ,
    Hanlin Wu
    ,
    Wenbing Huang
    ,
    Yuxuan Song
    ,
    Yawen Ouyang
    ,
    Yu Rong
    ,
    Tingyang Xu
    ,
    Pengju Wang
    ,
    Hao Zhou
    ,
    Wei-Ying Ma
    ,
    Jingjing Liu
    , Yang Liu
  23. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 ·
    Zhenhong Zhou
    ,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    ,
    Kun Wang
    , Yang Liu,
    Junfeng Fang
    ,
    Yongbin Li
  24. Perspective Transition of Large Language Models for Solving Subjective Tasks
    ACL 2025 ·
    Xiaolong Wang
    ,
    Yuanchi Zhang
    ,
    Ziyue Wang
    ,
    Yuzhuang Xu
    ,
    Fuwen Luo
    ,
    Yile Wang
    ,
    Peng Li
    , Yang Liu
  25. S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
    AAAI 2025 ·
    Yuchen Yan
    ,
    Jin Jiang
    , Yang Liu,
    Yixin Cao
    ,
    Xin Xu
    ,
    Mengdi Zhang
    ,
    Xunliang Cai
    ,
    Jian Shao
  26. StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7, 000+ Real-World APIs
    ACL 2025 ·
    Zhicheng Guo
    ,
    Sijie Cheng
    ,
    Yuchen Niu
    ,
    Hao Wang
    ,
    Sicheng Zhou
    ,
    Wenbing Huang
    , Yang Liu
  27. UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
    ICML 2025 ·
    Xiangzhe Kong
    ,
    Zishen Zhang
    ,
    Ziting Zhang
    ,
    Rui Jiao
    ,
    Jianzhu Ma
    ,
    Wenbing Huang
    ,
    Kai Liu
    , Yang Liu
  28. UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
    ICML 2025 ·
    Ziyang Yu
    ,
    Wenbing Huang
    , Yang Liu
  29. Vision-Language Models Can Self-Improve Reasoning via Reflection
    NAACL 2025 ·
    Kanzhi Cheng
    ,
    Yantao Li
    ,
    Fangzhi Xu
    ,
    Jianbing Zhang
    ,
    Hao Zhou
    , Yang Liu
  30. Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
    ICML 2025 ·
    Dapeng Jiang
    ,
    Xiangzhe Kong
    ,
    Jiaqi Han
    ,
    Mingyu Li
    ,
    Rui Jiao
    ,
    Wenbing Huang
    ,
    Stefano Ermon
    ,
    Jianzhu Ma
    , Yang Liu
  31. 3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
    NeurIPS 2024 ·
    Rui Jiao
    ,
    Xiangzhe Kong
    ,
    Wenbing Huang
    , Yang Liu
  32. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
    ,
    Chi Chen
    ,
    Yiqi Zhu
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Maosong Sun
    , Yang Liu
  33. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    , Yang Liu
  34. CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models
    ACL 2024 ·
    Fuwen Luo
    ,
    Chi Chen
    ,
    Zihao Wan
    ,
    Zhaolu Kang
    ,
    Qidong Yan
    ,
    Yingjie Li
    ,
    Xiaolong Wang
    ,
    Siyu Wang
    ,
    Ziyue Wang
    ,
    Xiaoyue Mi
    ,
    Peng Li
    ,
    Ning Ma
    ,
    Maosong Sun
    , Yang Liu
  35. EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
    CVPR 2024 ·
    Sijie Cheng
    ,
    Zhicheng Guo
    ,
    Jingwen Wu
    ,
    Kechen Fang
    ,
    Peng Li
    ,
    Huaping Liu
    , Yang Liu
  36. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
    ACL 2024 ·
    Yuanchi Zhang
    ,
    Yile Wang
    ,
    Zijun Liu
    ,
    Shuo Wang
    ,
    Xiaolong Wang
    ,
    Peng Li
    ,
    Maosong Sun
    , Yang Liu
  37. Equivariant Diffusion for Crystal Structure Prediction
    ICML 2024 ·
    Peijia Lin
    ,
    Pin Chen
    ,
    Rui Jiao
    ,
    Qing Mo
    ,
    Jianhuan Cen
    ,
    Wenbing Huang
    , Yang Liu,
    Dan Huang
    ,
    Yutong Lu
  38. EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
    CVPR 2024 ·
    Yaofang Liu
    ,
    Xiaodong Cun
    ,
    Xuebo Liu
    ,
    Xintao Wang
    ,
    Yong Zhang
    ,
    Haoxin Chen
    , Yang Liu,
    Tieyong Zeng
    ,
    Raymond Chan
    ,
    Ying Shan
  39. Full-Atom Peptide Design with Geometric Latent Diffusion
    NeurIPS 2024 ·
    Xiangzhe Kong
    ,
    Yinjun Jia
    ,
    Wenbing Huang
    , Yang Liu
  40. FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
    EMNLP 2024 ·
    Tianyuan Zou
    , Yang Liu,
    Peng Li
    ,
    Jianqing Zhang
    ,
    Jingjing Liu
    ,
    Ya-Qin Zhang
  41. Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
    ICML 2024 ·
    Xiangzhe Kong
    ,
    Wenbing Huang
    , Yang Liu
  42. Learning Superconductivity from Ordered and Disordered Material Structures
    NeurIPS 2024 ·
    Pin Chen
    ,
    Luoxuan Peng
    ,
    Rui Jiao
    ,
    Qing Mo
    ,
    Zhen Wang
    ,
    Wenbing Huang
    , Yang Liu,
    Yutong Lu
  43. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
    ,
    Yiyang Du
    ,
    Zheng Fang
    ,
    Ziyue Wang
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Maosong Sun
    , Yang Liu
  44. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
    ,
    Zonghan Yang
    ,
    Zhenhe Zhang
    ,
    Qingyuan Hu
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    , Yang Liu
  45. Position: Towards Unified Alignment Between Agents, Humans, and Environment
    ICML 2024 ·
    Zonghan Yang
    ,
    An Liu
    ,
    Zijun Liu
    ,
    Kaiming Liu
    ,
    Fangzhou Xiong
    ,
    Yile Wang
    ,
    Zeyuan Yang
    ,
    Qingyuan Hu
    ,
    Xinrui Chen
    ,
    Zhenhe Zhang
    ,
    Fuwen Luo
    ,
    Zhicheng Guo
    ,
    Peng Li
    , Yang Liu
  46. Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
    ACL 2024 ·
    Xiaolong Wang
    ,
    Yile Wang
    ,
    Yuanchi Zhang
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Maosong Sun
    , Yang Liu
  47. Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
    ICLR 2024 ·
    Ziyang Yu
    ,
    Wenbing Huang
    , Yang Liu
  48. Space Group Constrained Crystal Generation
    ICLR 2024 ·
    Rui Jiao
    ,
    Wenbing Huang
    ,
    Yu Liu
    ,
    Deli Zhao
    , Yang Liu
  49. StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
    ACL 2024 ·
    Zhicheng Guo
    ,
    Sijie Cheng
    ,
    Hao Wang
    ,
    Shihao Liang
    ,
    Yujia Qin
    ,
    Peng Li
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    , Yang Liu
  50. Topology-preserving Adversarial Training for Alleviating Natural Accuracy Degradation
    BMVC 2024 ·
    Xiaoyue Mi
    ,
    Fan Tang
    ,
    Yepeng Weng
    ,
    Danding Wang
    ,
    Juan Cao
    ,
    Sheng Tang
    ,
    Peng Li
    , Yang Liu