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Liu, Zuozhu

  1. ReCamMaster: Camera-Controlled Generative Rendering from A Single Video
    2025/03/14 by Bai, Jianhong, Xia, Menghan, Fu, Xiao +8 · 86 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
    2024/12/10 by Jianhong Bai, Bai, Jianhong, Menghan Xia +15 · 34 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  3. Fast Model Debias with Machine Unlearning
    2023/10/19 by Chen, Ruizhe, Yang, Jianfei, Xiong, Huimin +7 · 15 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Empirical Study of Zero-Shot NER with ChatGPT
    2023/10/16 by Tingyu Xie, Xie, Tingyu, Qi Li +9 · 14 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  5. PAD: Personalized Alignment of LLMs at Decoding-Time
    2024/10/05 by Ruizhe Chen, Xiaotian Zhang, Chen, Ruizhe +6 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  6. FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
    2024/10/25 by Fan, Zhiting, Ruizhe Chen, Chen, Ruizhe +4 · 18 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  7. Scheduling Policies for Federated Learning in Wireless Networks
    2019/08/17 by Yang, Howard H., Liu, Zuozhu, Quek, Tony Q. S. +1 · 6 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
    2024/02/26 by Zhaopeng Feng, Yan Zhang, Feng, Zhaopeng +14 · 11 citations
    Computer Science · #Natural Language Processing Techniques
  9. Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models
    2024/04/16 by Songtao Jiang, Tuo Zheng, Jiang, Songtao +7 · 11 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  10. Learnable Privacy Neurons Localization in Language Models
    2024/05/16 by Ruizhe Chen, Chen, Ruizhe, Tianxiang Hu +5 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  11. BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
    2024/07/14 by Zhiting Fan, Ruizhe Chen, Fan, Zhiting +4 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Sentiment Analysis and Opinion Mining
  12. R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest
    2024/10/27 by Xupeng Chen, Chen, Xupeng, Zhixin Lai +9 · 11 citations
    Health Professions · Medicine · #Acute Ischemic Stroke Management #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  13. FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering
    2025/04/20 by Li, Yichen, Fan, Zhiting, Chen, Ruizhe +4 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis
    2023/07/05 by Jiaxiang Liu, Tianxiang Hu, Liu, Jiaxiang +8 · 6 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  15. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
    2025/04/14 by Zhaopeng Feng, Shaosheng Cao, Feng, Zhaopeng +16 · 16 citations
    Computer Science · #Natural Language Processing Techniques
  16. UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
    2024/02/20 by Bai, Jianhong, He, Tianyu, Wang, Yuchi +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models
    2024/04/06 by Songtao Jiang, Yan Zhang, Jiang, Songtao +11 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  18. DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models
    2024/07/01 by Jiabao Pan, Yan Zhang, Pan, Jiabao +9 · 6 citations
    Computer Science · #Topic Modeling
  19. On the Effectiveness of Out-of-Distribution Data in Self-Supervised Long-Tail Learning
    2023/06/08 by Jianhong Bai, Zuozhu Liu, Bai, Jianhong +10 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Text and Document Classification Technologies
  20. TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer
    2023/11/22 by Xiong, Huimin, Li, Kunle, Tan, Kaiyuan +6 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
    2024/10/20 by Songtao Jiang, Jiang, Songtao, Yan Zhang +11 · 9 citations
    Computer Science · Social Sciences · #Access Control and Trust #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  22. Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
    2023/11/15 by Xie, Tingyu, Li, Qi, Zhang, Yan +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes
    2023/02/15 by Shenghao Hao, Peiyuan Liu, Hao, Shenghao +13 · 3 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Human Pose and Action Recognition
  24. Identifying and Mitigating Social Bias Knowledge in Language Models
    2024/08/07 by Ruizhe Chen, Yichen Li, Chen, Ruizhe +7 · 6 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  25. Variational Adaptive-Newton Method for Explorative Learning
    2017/11/15 by Mohammad Emtiyaz Khan, Lin Wu, Khan, Mohammad Emtiyaz +7 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research
  26. Towards Distribution-Agnostic Generalized Category Discovery
    2023/10/02 by Jianhong Bai, Bai, Jianhong, Zuozhu Liu +17 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  27. Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer
    2023/10/11 by Xiao, Zikai, Chen, Zihan, Liu, Songshang +7 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG)
  28. FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models
    2024/05/28 by Luo, Hanjun, Deng, Ziye, Chen, Ruizhe +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
    2024/05/15 by Ruizhe Chen, Yichen Li, Chen, Ruizhe +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale
    2024/04/18 by Xiaotang Gai, Chenyi Zhou, Gai, Xiaotang +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models
    2025/02/10 by Peiran Wang, Wang, Peiran, Tong, Linjie +4 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  32. FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data
    2024/01/17 by Xiao, Zikai, Chen, Zihan, Liu, Liyinglan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG)
  33. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
    2024/12/28 by Zhaopeng Feng, Jianwen Su, Feng, Zhaopeng +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  34. An Unsupervised Sentence Embedding Method by Mutual Information Maximization
    2020/09/25 by Zhang, Yan, He, Ruidan, Liu, Zuozhu +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. BIGbench: A Unified Benchmark for Evaluating Multi-dimensional Social Biases in Text-to-Image Models
    2024/07/21 by Hanjun Luo, Haoyu Huang, Luo, Hanjun +15 · 2 citations
    Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
    2025/04/20 by Jiang, Songtao, Wang, Yuan, Song, Sibo +6 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral\n Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications
    2022/03/11 by Hao, Jin, Liu, Jiaxiang, Li, Jin +38 · 1 citation
    Dentistry · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Dental Implant Techniques and Outcomes #Dental Radiography and Imaging #Dental materials and restorations #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Orthodontics and Dentofacial Orthopedics #electronic engineering #information engineering
  38. Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning
    2025/07/24 by Ruizhe Chen, Chen, Ruizhe, Zhiting Fan +16 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
  39. Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
    2025/10/09 by Jiang, Songtao, Wang, Yuan, Song, Sibo +22 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
    2025/01/20 by Liu, Jiaxiang, Hu, Tianxiang, Du, Jiawei +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. 3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
    2025/06/11 by Xiaotang Gai, Jiaxiang Liu, Gai, Xiaotang +9 · 4 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications
  42. MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
    2025/03/15 by Feng, Zhaopeng, Ren, Jiahan, Su, Jiayuan +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework
    2022/10/30 by Yiming Chen, Yan Zhang, Chen, Yiming +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  44. Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning
    2025/06/14 by Zhang, Xiaotian, Wang, Yuan, Feng, Zhaopeng +6 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling
  45. 3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images
    2023/09/20 by Zhang, Yifu, Liu, Zuozhu, Feng, Yang +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  46. CP-Router: An Uncertainty-Aware Router Between LLM and LRM
    2025/05/26 by Jiayuan Su, Su, Jiayuan, Lin, Fulin +15 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization
  47. V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis
    2025/06/24 by Yüan Wang, Wang, Yuan, Shujian Gao +12 · 4 citations
    Computer Science · #Computational Engineering #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Finance #Multimodal Machine Learning Applications #Topic Modeling #and Science (cs.CE)
  48. Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation
    2025/05/16 by Xin Zhang, Zhang, Xin, Zhang, Ziruo +6 · 2 citations
    Computer Science · #Semantic Web and Ontologies
  49. How Well Do Text Embedding Models Understand Syntax?
    2023/11/14 by Yan Zhang, Zhaopeng Feng, Zhang, Yan +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  50. BiasGuard: A Reasoning-enhanced Bias Detection Tool For Large Language Models
    2025/04/30 by Fan, Zhiting, Ruizhe Chen, Zuozhu Liu +2 · 3 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Hate Speech and Cyberbullying Detection
  51. TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
    2025/09/29 by Guan, Tong, Meng, Zijie, Li, Dianqi +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making
    2025/06/15 by Songtao Jiang, Jiang, Songtao, Ruizhe Chen +16 · 4 citations
    Computer Science · Decision Sciences · Health Professions · #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #Electronic Health Records Systems #FOS: Computer and information sciences #Semantic Web and Ontologies
  53. VersusDebias: Universal Zero-Shot Debiasing for Text-to-Image Models via SLM-Based Prompt Engineering and Generative Adversary
    2024/07/28 by Luo, Hanjun, Deng, Ziye, Huang, Haoyu +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. DentVLM: A Multimodal Vision-Language Model for Comprehensive Dental Diagnosis and Enhanced Clinical Practice
    2025/09/27 by Meng, Zijie, Hao, Jin, Dai, Xiwei +20 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  55. DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
    2024/09/17 by Hanjun Luo, Yingbin Jin, Luo, Hanjun +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  56. MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning
    2025/05/26 by Zhaopeng Feng, Yupu Liang, Feng, Zhaopeng +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  57. Decoupling Dark Knowledge via Block-wise Logit Distillation for Feature-level Alignment
    2024/11/03 by Yu, Chengting, Zhang, Fengzhao, Chen, Ruizhe +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  58. DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models
    2025/03/06 by Chen, Ruizhe, Chai, Wenhao, Yang, Zhifei +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray
    2024/11/06 by Ma, Wen, Wu, Huikai, Xiao, Zikai +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences