PPaperPicks

Yang Liu

Tsinghua University, Department of Computer Science and Technology, China

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

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Venues

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

Frequent coauthors

Fuwen Luo
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Xiaoyue Mi
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Ziyue Wang
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Rui Jiao
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Xiangzhe Kong
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Zhiwen Ruan
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Xiaolong Wang
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Zhicheng Guo
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Ziyang Yu
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Jingyi Ren
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Junyou Su
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Tianyi Wang
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Papers

  1. Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
    ACL 2026 ·
    Jingyi Ren
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  2. Enabling Stroke-Level Structural Analysis of Hieroglyphic Scripts without Language-Specific Priors
    ACL 2026 ·
    Fuwen Luo
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  3. GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
    ACL 2026 ·
    Zhiwen Ruan
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  4. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning
    ACL 2026 ·
    Junyou Su
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  5. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
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  6. SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks
    ACL 2026 ·
    Tianyi Wang
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  7. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
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  8. Visual-Friendly Concept Protection via Selective Adversarial Perturbations
    AAAI 2026 ·
    Xiaoyue Mi
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  9. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
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  10. ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models
    ACL 2025 ·
    Ziyue Wang
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  11. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
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  12. Adversarial Robust Memory-Based Continual Learner
    ICCV 2025 ·
    Xiaoyue Mi
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  13. Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
    NeurIPS 2025 ·
    Peng Lai
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  14. Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
    SIGKDD 2025 ·
    Yuan Mi
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  15. DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms
    EMNLP 2025 ·
    Xiaojun Bi
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  16. Dynamic Low-Rank Sparse Adaptation for Large Language Models
    ICLR 2025 ·
    Weizhong Huang
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  17. Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks
    EMNLP 2025 ·
    Sheng Liu
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  18. G2: Guided Generation for Enhanced Output Diversity in LLMs
    EMNLP 2025 ·
    Zhiwen Ruan
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  19. How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in an Extensible Escape Game
    ICCV 2025 ·
    Ziyue Wang
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  20. Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
    NeurIPS 2025 ·
    Zishen Zhang
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  21. Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
    NeurIPS 2025 ·
    Xixian Liu
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  22. MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
    NeurIPS 2025 ·
    Rui Jiao
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  23. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 ·
    Zhenhong Zhou
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  24. Perspective Transition of Large Language Models for Solving Subjective Tasks
    ACL 2025 ·
    Xiaolong Wang
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  25. S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
    AAAI 2025 ·
    Yuchen Yan
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  26. StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7, 000+ Real-World APIs
    ACL 2025 ·
    Zhicheng Guo
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  27. UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
    ICML 2025 ·
    Xiangzhe Kong
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  28. UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
    ICML 2025 ·
    Ziyang Yu
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  29. Vision-Language Models Can Self-Improve Reasoning via Reflection
    NAACL 2025 ·
    Kanzhi Cheng
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  30. Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
    ICML 2025 ·
    Dapeng Jiang
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  31. 3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
    NeurIPS 2024 ·
    Rui Jiao
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  32. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
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  33. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
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  34. CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models
    ACL 2024 ·
    Fuwen Luo
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  35. EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
    CVPR 2024 ·
    Sijie Cheng
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  36. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
    ACL 2024 ·
    Yuanchi Zhang
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  37. Equivariant Diffusion for Crystal Structure Prediction
    ICML 2024 ·
    Peijia Lin
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  38. EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
    CVPR 2024 ·
    Yaofang Liu
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  39. Full-Atom Peptide Design with Geometric Latent Diffusion
    NeurIPS 2024 ·
    Xiangzhe Kong
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  40. FuseGen: PLM Fusion for Data-generation based Zero-shot Learning
    EMNLP 2024 ·
    Tianyuan Zou
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  41. Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
    ICML 2024 ·
    Xiangzhe Kong
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  42. Learning Superconductivity from Ordered and Disordered Material Structures
    NeurIPS 2024 ·
    Pin Chen
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  43. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
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  44. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
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  45. Position: Towards Unified Alignment Between Agents, Humans, and Environment
    ICML 2024 ·
    Zonghan Yang
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  46. Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
    ACL 2024 ·
    Xiaolong Wang
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  47. Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
    ICLR 2024 ·
    Ziyang Yu
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  48. Space Group Constrained Crystal Generation
    ICLR 2024 ·
    Rui Jiao
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  49. StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
    ACL 2024 ·
    Zhicheng Guo
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  50. Topology-preserving Adversarial Training for Alleviating Natural Accuracy Degradation
    BMVC 2024 ·
    Xiaoyue Mi
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