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Zuozhu Liu

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

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Ruizhe Chen
×17
Jian Wu
×16
Yan Zhang
×13
Yang Feng
×11
Jiaxiang Liu
×8
Zhaopeng Feng
×8
Songtao Jiang
×7
Shaosheng Cao
×7
Joey Zhou
×7
Yeying Jin
×6
Yuan Wang
×5
Xiaotian Zhang
×5

Papers

  1. Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
    ACL 2026 ·
    Songtao Jiang
    ,
    Yuan Wang
    ,
    Ruizhe Chen
    ,
    Yan Zhang
    ,
    Ruilin Luo
    ,
    Bohan Lei
    ,
    Yeying Jin
    ,
    Sibo Song
    ,
    Zhibo Yang
    ,
    Jimeng Sun
    ,
    Jian Wu
    , Zuozhu Liu
  2. Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
    AAAI 2026 ·
    Yuan Wang
    ,
    Shujian Gao
    ,
    Jiaxiang Liu
    ,
    Songtao Jiang
    ,
    Haoxiang Xia
    ,
    Xiaotian Zhang
    ,
    Zhaolu Kang
    ,
    Yemin Wang
    , Zuozhu Liu
  3. Building and Benchmarking Large Language Models for Machine Translation in Social Network Services
    ICDE 2026 ·
    Hongcheng Guo
    ,
    Fei Zhao
    ,
    Shaosheng Cao
    ,
    Xinze Lyu
    ,
    Zijie Meng
    ,
    Yue Wang
    ,
    Yao Hu
    ,
    Zhoujun Li
    , Zuozhu Liu
  4. CP-Router: An Uncertainty-Aware Router Between LLM and LRM
    AAAI 2026 ·
    Jiayuan Su
    ,
    Fulin Lin
    ,
    Zhaopeng Feng
    ,
    Han Zheng
    ,
    Teng Wang
    ,
    Zhenyu Xiao
    ,
    Xinlong Zhao
    , Zuozhu Liu,
    Lu Cheng
    ,
    Hongwei Wang
  5. GCAgent: Enhancing Group Chat Communication through Dialogue Agents System
    WWW 2026 ·
    Zijie Meng
    ,
    Zheyong Xie
    ,
    Zheyu Ye
    ,
    Chonggang Lu
    , Zuozhu Liu,
    Zihan Niu
    ,
    Yao Hu
    ,
    Shaosheng Cao
  6. MPA: Multimodal Prototype Augmentation for Few-Shot Learning
    AAAI 2026 ·
    Liwen Wu
    ,
    Wei Wang
    ,
    Lei Zhao
    ,
    Zhan Gao
    ,
    Qika Lin
    ,
    Shaowen Yao
    , Zuozhu Liu,
    Bin Pu
  7. MT³: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation
    ACL 2026 ·
    Zhaopeng Feng
    ,
    Yupu Liang
    ,
    Shaosheng Cao
    ,
    Jiayuan Su
    ,
    Jiahan Ren
    ,
    Zhijie Zhou
    ,
    Wenxuan Huang
    ,
    Jian Wu
    , Zuozhu Liu
  8. Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection
    AAAI 2026 ·
    Bin Pu
    ,
    Xingguo Lv
    ,
    Jiewen Yang
    ,
    Kai Xu
    ,
    Lei Zhao
    , Zuozhu Liu,
    Kenli Li
  9. Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues
    ACL 2026 ·
    Xiaotian Zhang
    ,
    Yuan Wang
    ,
    Ruizhe Chen
    ,
    Zeya Wang
    ,
    Runchen Hou
    , Zuozhu Liu
  10. 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
    NeurIPS 2025 ·
    Xiaotang Gai
    ,
    Jiaxiang Liu
    ,
    Yichen Li
    ,
    Zijie Meng
    ,
    Jian Wu
    , Zuozhu Liu
  11. Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
    NeurIPS 2025 ·
    Xin Zhang
    ,
    Ziruo Zhang
    ,
    Jiawei Du
    , Zuozhu Liu,
    Joey Tianyi Zhou
  12. BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models
    ACL 2025 ·
    Zhiting Fan
    ,
    Ruizhe Chen
    , Zuozhu Liu
  13. Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning
    EMNLP 2025 ·
    Ruizhe Chen
    ,
    Tianze Luo
    ,
    Zhiting Fan
    ,
    Heqing Zou
    ,
    Zhaopeng Feng
    ,
    Guiyang Xie
    ,
    Hansheng Zhang
    ,
    Zhuochen Wang
    , Zuozhu Liu,
    Huaijian Zhang
  14. DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
    ACL 2025 ·
    Ruizhe Chen
    ,
    Wenhao Chai
    ,
    Zhifei Yang
    ,
    Xiaotian Zhang
    ,
    Ziyang Wang
    ,
    Tony Q. S. Quek
    ,
    Joey Tianyi Zhou
    ,
    Soujanya Poria
    , Zuozhu Liu
  15. DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
    EMNLP 2025 ·
    Hanjun Luo
    ,
    Yingbin Jin
    ,
    Yiran Wang
    ,
    Xinfeng Li
    ,
    Tong Shang
    ,
    Xuecheng Liu
    ,
    Ruizhe Chen
    ,
    Kun Wang
    ,
    Hanan Salam
    ,
    Qingsong Wen
    , Zuozhu Liu
  16. Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models
    MICCAI 2025 ·
    Peiran Wang
    ,
    Linjie Tong
    ,
    Jian Wu
    ,
    Jiaxiang Liu
    , Zuozhu Liu
  17. FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
    ICLR 2025 ·
    Zhiting Fan
    ,
    Ruizhe Chen
    ,
    Tianxiang Hu
    , Zuozhu Liu
  18. FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering
    ACL 2025 ·
    Yichen Li
    ,
    Zhiting Fan
    ,
    Ruizhe Chen
    ,
    Xiaotang Gai
    ,
    Luqi Gong
    ,
    Yan Zhang
    , Zuozhu Liu
  19. Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering
    ACL 2025 ·
    Songtao Jiang
    ,
    Chenyi Zhou
    ,
    Yan Zhang
    ,
    Yeying Jin
    , Zuozhu Liu
  20. HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models
    ACL 2025 ·
    Songtao Jiang
    ,
    Yan Zhang
    ,
    Yeying Jin
    ,
    Zhihang Tang
    ,
    Yangyang Wu
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  21. Identifying and Mitigating Social Bias Knowledge in Language Models
    NAACL 2025 ·
    Ruizhe Chen
    ,
    Yichen Li
    ,
    Jianfei Yang
    ,
    Yang Feng
    ,
    Joey Tianyi Zhou
    ,
    Jian Wu
    , Zuozhu Liu
  22. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    AAAI 2025 ·
    Jiaxiang Liu
    ,
    Tianxiang Hu
    ,
    Jiawei Du
    ,
    Ruiyuan Zhang
    ,
    Joey Tianyi Zhou
    , Zuozhu Liu
  23. Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
    MICCAI 2025 ·
    Songtao Jiang
    ,
    Yuxi Chen
    ,
    Sibo Song
    ,
    Yan Zhang
    ,
    Yeying Jin
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  24. LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
    EMNLP 2025 ·
    Zikai Xiao
    ,
    Fei Huang
    ,
    Jianhong Tu
    ,
    Jianhui Wei
    ,
    Wen Ma
    ,
    Yuxuan Zhou
    ,
    Jian Wu
    ,
    Bowen Yu
    , Zuozhu Liu,
    Junyang Lin
  25. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
    ACL 2025 ·
    Zhaopeng Feng
    ,
    Jiayuan Su
    ,
    Jiamei Zheng
    ,
    Jiahan Ren
    ,
    Yan Zhang
    ,
    Jian Wu
    ,
    Hongwei Wang
    , Zuozhu Liu
  26. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
    EMNLP 2025 ·
    Zhaopeng Feng
    ,
    Shaosheng Cao
    ,
    Jiahan Ren
    ,
    Jiayuan Su
    ,
    Ruizhe Chen
    ,
    Yan Zhang
    ,
    Jian Wu
    , Zuozhu Liu
  27. MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
    EMNLP 2025 ·
    Zhaopeng Feng
    ,
    Jiahan Ren
    ,
    Jiayuan Su
    ,
    Jiamei Zheng
    ,
    Hongwei Wang
    , Zuozhu Liu
  28. MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering
    NAACL 2025 ·
    Xiaotang Gai
    ,
    Chenyi Zhou
    ,
    Jiaxiang Liu
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  29. Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding
    ACL 2025 ·
    Zikai Xiao
    ,
    Ziyang Wang
    ,
    Wen Ma
    ,
    Yan Zhang
    ,
    Wei Shen
    ,
    WangYan WangYan
    ,
    Luqi Gong
    , Zuozhu Liu
  30. Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
    IJCAI 2025 ·
    Songtao Jiang
    ,
    Yan Zhang
    ,
    Ruizhe Chen
    ,
    Tianxiang Hu
    ,
    Yeying Jin
    ,
    Qinglin He
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  31. PAD: Personalized Alignment of LLMs at Decoding-time
    ICLR 2025 ·
    Ruizhe Chen
    ,
    Xiaotian Zhang
    ,
    Meng Luo
    ,
    Wenhao Chai
    , Zuozhu Liu
  32. PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
    SIGIR 2025 ·
    Zihan Niu
    ,
    Zheyong Xie
    ,
    Shaosheng Cao
    ,
    Chonggang Lu
    ,
    Zheyu Ye
    ,
    Tong Xu
    , Zuozhu Liu,
    Yan Gao
    ,
    Jia Chen
    ,
    Zhe Xu
    ,
    Yi Wu
    ,
    Yao Hu
  33. Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
    ACL 2025 ·
    Xiaotian Zhang
    ,
    Ruizhe Chen
    ,
    Yang Feng
    , Zuozhu Liu
  34. Pet-Bench: Benchmarking the Abilities of Large Language Models as E-Pets in Social Network Services
    CIKM 2025 ·
    Hongcheng Guo
    ,
    Zheyong Xie
    ,
    Shaosheng Cao
    ,
    Boyang Wang
    ,
    Weiting Liu
    ,
    Zheyu Ye
    ,
    Zhoujun Li
    , Zuozhu Liu,
    Wei Lu
  35. Recammaster: Camera-Controlled Generative Rendering From a Single Video
    ICCV 2025 ·
    Jianhong Bai
    ,
    Menghan Xia
    ,
    Xiao Fu
    ,
    Xintao Wang
    ,
    Lianrui Mu
    ,
    Jinwen Cao
    , Zuozhu Liu,
    Haoji Hu
    ,
    Xiang Bai
    ,
    Pengfei Wan
    ,
    Di Zhang
  36. SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
    ICLR 2025 ·
    Jianhong Bai
    ,
    Menghan Xia
    ,
    Xintao Wang
    ,
    Ziyang Yuan
    , Zuozhu Liu,
    Haoji Hu
    ,
    Pengfei Wan
    ,
    Di Zhang
  37. TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
    NAACL 2025 ·
    Zhaopeng Feng
    ,
    Yan Zhang
    ,
    Hao Li
    ,
    Bei Wu
    ,
    Jiayu Liao
    ,
    Wenqiang Liu
    ,
    Jun Lang
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  38. UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
    ACM MM 2025 ·
    Jianhong Bai
    ,
    Tianyu He
    ,
    Yuchi Wang
    ,
    Junliang Guo
    ,
    Haoji Hu
    , Zuozhu Liu,
    Jiang Bian
  39. V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis
    MICCAI 2025 ·
    Yuan Wang
    ,
    Jiaxiang Liu
    ,
    Shujian Gao
    ,
    Bin Feng
    ,
    Zhihang Tang
    ,
    Xiaotang Gai
    ,
    Jian Wu
    , Zuozhu Liu
  40. iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
    ACL 2025 ·
    Zheyong Xie
    ,
    Shaosheng Cao
    , Zuozhu Liu,
    Zheyu Ye
    ,
    Zihan Niu
    ,
    Chonggang Lu
    ,
    Tong Xu
    ,
    Enhong Chen
    ,
    Zhe Xu
    ,
    Yao Hu
    ,
    Wei Lu
  41. BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
    EMNLP 2024 ·
    Zhiting Fan
    ,
    Ruizhe Chen
    ,
    Ruiling Xu
    , Zuozhu Liu
  42. DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models
    EMNLP 2024 ·
    Jiabao Pan
    ,
    Yan Zhang
    ,
    Chen Zhang
    , Zuozhu Liu,
    Hongwei Wang
    ,
    Haizhou Li
  43. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
    ICLR 2024 ·
    Zikai Xiao
    ,
    Zihan Chen
    ,
    Liyinglan Liu
    ,
    Yang Feng
    ,
    Joey Tianyi Zhou
    ,
    Jian Wu
    ,
    Wanlu Liu
    ,
    Howard Hao Yang
    , Zuozhu Liu
  44. FoTNet Enables Preoperative Differentiation of Malignant Brain Tumors with Deep Learning
    MICCAI 2024 ·
    Chenyi Hong
    ,
    Hualiang Wang
    ,
    Zhuoxuan Wu
    , Zuozhu Liu,
    Junhui Lv
  45. Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level
    EMNLP 2024 ·
    Zhaopeng Feng
    ,
    Ruizhe Chen
    ,
    Yan Zhang
    ,
    Zijie Meng
    , Zuozhu Liu
  46. Learnable Privacy Neurons Localization in Language Models
    ACL 2024 ·
    Ruizhe Chen
    ,
    Tianxiang Hu
    ,
    Yang Feng
    , Zuozhu Liu
  47. Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models
    EMNLP 2024 ·
    Songtao Jiang
    ,
    Tuo Zheng
    ,
    Yan Zhang
    ,
    Yeying Jin
    ,
    Li Yuan
    , Zuozhu Liu
  48. MedCoT: Medical Chain of Thought via Hierarchical Expert
    EMNLP 2024 ·
    Jiaxiang Liu
    ,
    Yuan Wang
    ,
    Jiawei Du
    ,
    Joey Zhou
    , Zuozhu Liu
  49. PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray
    MICCAI 2024 ·
    Wen Ma
    ,
    Huikai Wu
    ,
    Zikai Xiao
    ,
    Yang Feng
    ,
    Jian Wu
    , Zuozhu Liu
  50. Robustness-Guided Image Synthesis for Data-Free Quantization
    AAAI 2024 ·
    Jianhong Bai
    ,
    Yuchen Yang
    ,
    Huanpeng Chu
    ,
    Hualiang Wang
    , Zuozhu Liu,
    Ruizhe Chen
    ,
    Xiaoxuan He
    ,
    Lianrui Mu
    ,
    Chengfei Cai
    ,
    Haoji Hu
  51. Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
    NAACL 2024 ·
    Tingyu Xie
    ,
    Qi Li
    ,
    Yan Zhang
    , Zuozhu Liu,
    Hongwei Wang
  52. VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis
    EMNLP 2024 ·
    Jiaxiang Liu
    ,
    Tianxiang Hu
    ,
    Huimin Xiong
    ,
    Jiawei Du
    ,
    Yang Feng
    ,
    Jian Wu
    ,
    Joey Zhou
    , Zuozhu Liu