PPaperPicks

Wenjie Li

Hong Kong Polytechnic University, Department of Computing

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

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Venues

ACL ×30EMNLP ×8AAAI ×4SIGIR ×4NeurIPS ×3ACM MM ×2CVPR ×2ICLR ×2WWW ×2EACL ×1ECAI ×1ICML ×1ICRA ×1NAACL ×1

Frequent coauthors

Yongqi Li
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Heming Xia
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Xin Zhang
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Hongru Cai
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Yang Xiao
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Hanlin Wang
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Qiancheng Xu
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Jun Gao
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Kaishuai Xu
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Feiteng Mu
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Chak Tou Leong
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Runyang You
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Papers

  1. AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts
    ACL 2026 ·
    Keyu Li
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  2. Finding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering
    ACL 2026 ·
    Chak Tou Leong
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  3. Foresight Optimization for Strategic Reasoning in Large Language Models
    ACL 2026 ·
    Jessie Wang
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  4. KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
    EACL 2026 ·
    Mingbo Song
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  5. MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection
    ACL 2026 ·
    Bingbing Wang
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  6. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
    ACL 2026 ·
    Heming Xia
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  7. Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
    ACL 2026 ·
    Dongjie Cheng
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  8. One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
    SIGIR 2026 ·
    Hongru Cai
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  9. Parallel Test-Time Scaling for Latent Reasoning Models
    ACL 2026 ·
    Runyang You
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  10. Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
    ACL 2026 ·
    Chao Chen
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  11. SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling
    AAAI 2026 ·
    Yang Xiao
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  12. Seeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents
    ACL 2026 ·
    Hanlin Wang
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  13. TInR: Exploring Tool-Internalized Reasoning in Large Language Models
    ACL 2026 ·
    Qiancheng Xu
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  14. Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation
    ACL 2026 ·
    Dongding Lin
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  15. AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning
    AAAI 2025 ·
    Jun Gao
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  16. Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
    EMNLP 2025 ·
    Xiaochen Wang
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  17. Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models
    CVPR 2025 ·
    Xin Zhang
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  18. Constrain Alignment with Sparse Autoencoders
    ICML 2025 ·
    Qingyu Yin
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  19. Exploring Training and Inference Scaling Laws in Generative Retrieval
    SIGIR 2025 ·
    Hongru Cai
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  20. How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
    ACL 2025 ·
    Rui Li
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  21. Integrative Decoding: Improving Factuality via Implicit Self-consistency
    ICLR 2025 ·
    Yi Cheng
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  22. Interleaved-Modal Chain-of-Thought
    CVPR 2025 ·
    Jun Gao
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  23. LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
    NeurIPS 2025 ·
    Yang Xiao
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  24. Large Language Models Empowered Personalized Web Agents
    WWW 2025 ·
    Hongru Cai
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  25. Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
    ACL 2025 ·
    Kaishuai Xu
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  26. Meta-Learning for Incomplete Multimodal Sentiment Analysis
    SIGIR 2025 ·
    Geng Tu
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  27. PEToolLLM: Towards Personalized Tool Learning in Large Language Models
    ACL 2025 ·
    Qiancheng Xu
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  28. R$2$ec: Towards Large Recommender Models with Reasoning
    NeurIPS 2025 ·
    Runyang You
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  29. RAR²: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval
    EMNLP 2025 ·
    Kaishuai Xu
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  30. Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
    SIGIR 2025 ·
    Yongqi Li
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  31. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·
    Xin Zhang
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  32. STeCa: Step-level Trajectory Calibration for LLM Agent Learning
    ACL 2025 ·
    Hanlin Wang
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  33. SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
    ICLR 2025 ·
    Heming Xia
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  34. Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
    ACL 2025 ·
    Kaishuai Xu
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  35. SupportPlay: A Multi-Agent Role-Playing System for Personalized and Sustained Multimodal Emotional Support Conversation
    WWW 2025 ·
    Geng Tu
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  36. TokenSkip: Controllable Chain-of-Thought Compression in LLMs
    EMNLP 2025 ·
    Heming Xia
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  37. Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
    ACL 2025 ·
    Yang Xiao
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  38. Towards Harmless Multimodal Assistants with Blind Preference Optimization
    ACM MM 2025 ·
    Yongqi Li
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  39. Towards Text-Image Interleaved Retrieval
    ACL 2025 ·
    Xin Zhang
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  40. UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation
    ACL 2025 ·
    Jun Gao
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  41. Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
    ACL 2025 ·
    Xinghao Chen
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  42. Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region
    ACL 2025 ·
    Chak Tou Leong
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  43. A Causal Approach for Counterfactual Reasoning in Narratives
    ACL 2024 ·
    Feiteng Mu
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  44. Contrastive Preference Learning for Neural Machine Translation
    NAACL 2024 ·
    Jianfei He
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  45. Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
    AAAI 2024 ·
    Yi Cheng
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  46. DL-PoseNet: A Differential Lightweight Network for Pose Regression over SE(3)
    ICRA 2024 · Wenjie Li
  47. Distillation Enhanced Generative Retrieval
    ACL 2024 ·
    Yongqi Li
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  48. Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
    EMNLP 2024 ·
    Qiancheng Xu
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  49. E²CL: Exploration-based Error Correction Learning for Embodied Agents
    EMNLP 2024 ·
    Hanlin Wang
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  50. Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning
    ACL 2024 ·
    Feiteng Mu
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  51. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    ACL 2024 ·
    Yongqi Li
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  52. Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue
    ACL 2024 ·
    Jian Wang
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  53. Learning to Rank in Generative Retrieval
    AAAI 2024 ·
    Yongqi Li
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  54. Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback
    ACL 2024 ·
    Jiashuo Wang
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  55. OpenResearcher: Unleashing AI for Accelerated Scientific Research
    EMNLP 2024 ·
    Yuxiang Zheng
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  56. Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization
    ACL 2024 ·
    Shichao Sun
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  57. Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
    EMNLP 2024 ·
    Feiteng Mu
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  58. SCREEN: A Benchmark for Situated Conversational Recommendation
    ACM MM 2024 ·
    Dongding Lin
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  59. TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model
    ECAI 2024 ·
    Xu Yan
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  60. The Critique of Critique
    ACL 2024 ·
    Shichao Sun
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  61. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
    ACL 2024 ·
    Heming Xia
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  62. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
    EMNLP 2024 ·
    Xin Zhang
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