PPaperPicks

Zuozhu Liu

52 papers at tracked venues · 30 at CORE A* · active 2024–2026

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Venues

ACL ×13EMNLP ×11AAAI ×6MICCAI ×5ICLR ×4NAACL ×4NeurIPS ×2ACM MM ×1CIKM ×1ICCV ×1ICDE ×1IJCAI ×1SIGIR ×1WWW ×1

Frequent coauthors

Songtao Jiang
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Zhaopeng Feng
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Ruizhe Chen
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Jianhong Bai
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Zhiting Fan
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Jiaxiang Liu
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Zikai Xiao
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Yuan Wang
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Hongcheng Guo
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Xiaotian Zhang
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Xiaotang Gai
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Jiayuan Su
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Papers

  1. Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
    ACL 2026 ·
    Songtao Jiang
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  2. Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
    AAAI 2026 ·
    Yuan Wang
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  3. Building and Benchmarking Large Language Models for Machine Translation in Social Network Services
    ICDE 2026 ·
    Hongcheng Guo
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  4. CP-Router: An Uncertainty-Aware Router Between LLM and LRM
    AAAI 2026 ·
    Jiayuan Su
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  5. GCAgent: Enhancing Group Chat Communication through Dialogue Agents System
    WWW 2026 ·
    Zijie Meng
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  6. MPA: Multimodal Prototype Augmentation for Few-Shot Learning
    AAAI 2026 ·
    Liwen Wu
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  7. MT³: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
    ACL 2026 ·
    Zhaopeng Feng
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  8. Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection
    AAAI 2026 ·
    Bin Pu
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  9. Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues
    ACL 2026 ·
    Xiaotian Zhang
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  10. 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
    NeurIPS 2025 ·
    Xiaotang Gai
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  11. Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
    NeurIPS 2025 ·
    Xin Zhang
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  12. BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models
    ACL 2025 ·
    Zhiting Fan
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  13. Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning
    EMNLP 2025 ·
    Ruizhe Chen
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  14. DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
    ACL 2025 ·
    Ruizhe Chen
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  15. DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
    EMNLP 2025 ·
    Hanjun Luo
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  16. Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models
    MICCAI 2025 ·
    Peiran Wang
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  17. FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
    ICLR 2025 ·
    Zhiting Fan
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  18. FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering
    ACL 2025 ·
    Yichen Li
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  19. Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering
    ACL 2025 ·
    Songtao Jiang
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  20. HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models
    ACL 2025 ·
    Songtao Jiang
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  21. Identifying and Mitigating Social Bias Knowledge in Language Models
    NAACL 2025 ·
    Ruizhe Chen
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  22. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    AAAI 2025 ·
    Jiaxiang Liu
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  23. Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
    MICCAI 2025 ·
    Songtao Jiang
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  24. LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
    EMNLP 2025 ·
    Zikai Xiao
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  25. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
    ACL 2025 ·
    Zhaopeng Feng
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  26. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
    EMNLP 2025 ·
    Zhaopeng Feng
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  27. MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
    EMNLP 2025 ·
    Zhaopeng Feng
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  28. MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering
    NAACL 2025 ·
    Xiaotang Gai
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  29. Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding
    ACL 2025 ·
    Zikai Xiao
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  30. Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
    IJCAI 2025 ·
    Songtao Jiang
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  31. PAD: Personalized Alignment of LLMs at Decoding-time
    ICLR 2025 ·
    Ruizhe Chen
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  32. PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
    SIGIR 2025 ·
    Zihan Niu
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  33. Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
    ACL 2025 ·
    Xiaotian Zhang
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  34. Pet-Bench: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network Services
    CIKM 2025 ·
    Hongcheng Guo
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  35. Recammaster: Camera-Controlled Generative Rendering From a Single Video
    ICCV 2025 ·
    Jianhong Bai
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  36. SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
    ICLR 2025 ·
    Jianhong Bai
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  37. TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
    NAACL 2025 ·
    Zhaopeng Feng
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  38. UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
    ACM MM 2025 ·
    Jianhong Bai
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  39. V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis
    MICCAI 2025 ·
    Yuan Wang
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  40. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
    ACL 2025 ·
    Zheyong Xie
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  41. BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
    EMNLP 2024 ·
    Zhiting Fan
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  42. DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models
    EMNLP 2024 ·
    Jiabao Pan
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  43. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
    ICLR 2024 ·
    Zikai Xiao
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  44. FoTNet Enables Preoperative Differentiation of Malignant Brain Tumors with Deep Learning
    MICCAI 2024 ·
    Chenyi Hong
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  45. Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level
    EMNLP 2024 ·
    Zhaopeng Feng
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  46. Learnable Privacy Neurons Localization in Language Models
    ACL 2024 ·
    Ruizhe Chen
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  47. Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models
    EMNLP 2024 ·
    Songtao Jiang
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  48. MedCoT: Medical Chain of Thought via Hierarchical Expert
    EMNLP 2024 ·
    Jiaxiang Liu
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  49. PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray
    MICCAI 2024 ·
    Wen Ma
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  50. Robustness-Guided Image Synthesis for Data-Free Quantization
    AAAI 2024 ·
    Jianhong Bai
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  51. Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
    NAACL 2024 ·
    Tingyu Xie
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  52. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
    EMNLP 2024 ·
    Jiaxiang Liu
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