PPaperPicks

Ting Liu

Harbin Institute of Technology, Research Center for Social Computing and Information Retrieval, China

53 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×28EMNLP ×11NeurIPS ×6AAAI ×5ACM MM ×1IJCAI ×1NAACL ×1

Frequent coauthors

Weixiang Zhao
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Yang Zhao
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Yirong Zeng
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Yi Han
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Zhouhao Sun
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Liang Zhao
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Haochun Wang
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Kai Xiong
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Jinglong Gao
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Ruiyu Xiao
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Yichong Huang
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ShangZhan Li
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Papers

  1. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code
    ACL 2026 ·
    ShangZhan Li
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  2. Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations
    AAAI 2026 ·
    Yuchi Zhang
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  3. Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
    ACL 2026 ·
    Yang Zhao
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  4. CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning
    AAAI 2026 ·
    Weixiang Zhao
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  5. Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection
    ACL 2026 ·
    Yi Han
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  6. FAER: Benchmarking VLMs for Failure-Aware Embodied Reasoning
    ACL 2026 ·
    Hao Song
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  7. Large Language Models Are Still Misled by Simple Bias Ensembles
    ACL 2026 ·
    Zhouhao Sun
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  8. MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
    ACL 2026 ·
    Yang Zhao
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  9. MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models
    ACL 2026 ·
    Peng Wang
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  10. On Safety Risks in Experience-Driven Self-Evolving Agents
    ACL 2026 ·
    Weixiang Zhao
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  11. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
    ACL 2026 ·
    Liang Zhao
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  12. The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
    AAAI 2026 ·
    Chengpeng Fu
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  13. TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
    ACL 2026 ·
    Yirong Zeng
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  14. Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
    ACL 2026 ·
    Yanrui Du
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  15. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
    AAAI 2026 ·
    Weixiang Zhao
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  16. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    EMNLP 2025 ·
    Weixiang Zhao
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  17. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
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  18. Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
    ACL 2025 ·
    Yang Zhao
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  19. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    ACL 2025 ·
    Weixiang Zhao
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  20. Beyond Fixed Length: Bucket Pre-training is All You Need
    IJCAI 2025 ·
    Qing Yang
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  21. Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
    ACL 2025 ·
    Haochun Wang
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  22. Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
    ACL 2025 ·
    Yang Zhao
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  23. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
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  24. Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
    ACL 2025 ·
    Kai Xiong
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  25. ExpeTrans: LLMs Are Experiential Transfer Learners
    ACL 2025 ·
    Jinglong Gao
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  26. Exploring Large Language Models for Effective Rumor Detection on Social Media
    NAACL 2025 ·
    Yirong Zeng
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  27. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
    EMNLP 2025 ·
    Zijian Li
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  28. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
    EMNLP 2025 ·
    Zekun Zhou
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  29. How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
    NeurIPS 2025 ·
    Xin Lu
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  30. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
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  31. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    ACL 2025 ·
    Weixiang Zhao
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  32. Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation
    ACL 2025 ·
    Jihao Shi
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  33. Nullspace Disentanglement for Red Teaming Language Models
    EMNLP 2025 ·
    Yi Han
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  34. One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
    ACL 2025 ·
    Weitao Ma
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  35. PRISM: A Benchmark for Unveiling Cross-modal Knowledge Inconsistency in Large Vision-Language Models
    ACM MM 2025 ·
    Mingjie Wei
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  36. Stimulate the Critical Thinking of LLMs via Debiasing Discussion
    EMNLP 2025 ·
    Ruiyu Xiao
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  37. Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
    NeurIPS 2025 ·
    Weixiang Zhao
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  38. Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
    EMNLP 2025 ·
    Yirong Zeng
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  39. UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
    NeurIPS 2025 ·
    Yang Zhao
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  40. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
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  41. iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
    EMNLP 2025 ·
    Yirong Zeng
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  42. AS-ES Learning: Towards efficient CoT learning in small models
    ACL 2024 ·
    Nuwa Xi
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  43. Aligning Translation-Specific Understanding to General Understanding in Large Language Models
    EMNLP 2024 ·
    Yichong Huang
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  44. Causal-Guided Active Learning for Debiasing Large Language Models
    ACL 2024 ·
    Zhouhao Sun
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  45. Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
    ACL 2024 ·
    Yang Zhao
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  46. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    NeurIPS 2024 ·
    Yichong Huang
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  47. Exploring Hybrid Question Answering via Program-based Prompting
    ACL 2024 ·
    Qi Shi
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  48. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    EMNLP 2024 ·
    Liang Zhao
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  49. Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification
    AAAI 2024 ·
    Haochun Wang
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  50. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
    NeurIPS 2024 ·
    Kai Xiong
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  51. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
    ACL 2024 ·
    Zheng Chu
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  52. Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation
    EMNLP 2024 ·
    Ruiyu Xiao
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  53. Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
    ACL 2024 ·
    Jinglong Gao
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