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Liu, Quan

  1. Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue
    2024/02/27 by Zhou, Zhenhong, Xiang, Jiuyang, Chen, Haopeng +3 · 19 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. LLM Unlearning via Loss Adjustment with Only Forget Data
    2024/10/14 by Wang, Yaxuan, Wei, Jiaheng, Liu, Chris Yuhao +6 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling
    2022/01/18 by Zhang, Qianqian, Liao, Xinru, Liu, Quan +2 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging
    2023/04/09 by Deng, Ruining, Cui, Can, Liu, Quan +13 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  5. MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
    2025/08/28 by Zhenting Wang, Qi Chang, Wang, Zhenting +17 · 22 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management #Semantic Web and Ontologies
  6. Meta-optic Accelerators for Object Classifiers
    2022/01/26 by Zheng, Hanyu, Liu, Quan, Zhou, You +3 · 3 citations
    #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Optics (physics.optics) #electronic engineering #information engineering
  7. Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
    2024/03/06 by Liu, Quan, Zhu, Hongzi, Wang, Zhenxi +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning
    2023/07/01 by Cui, Can, Deng, Ruining, Liu, Quan +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation
    2022/06/27 by Ruining Deng, Deng, Ruining, Quan Liu +21 · 4 citations
    Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
  10. Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
    2025/06/08 by Xiao, Tong, Xu, Xin, Huang, Zhenya +4 · 12 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
    2020/04/07 by Gu, Jia-Chen, Li, Tianda, Liu, Quan +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
    2024/02/29 by Deng, Ruining, Liu, Quan, Cui, Can +11 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  13. Probabilistic Reasoning via Deep Learning: Neural Association Models
    2016/03/24 by Liu, Quan, Jiang, Hui, Evdokimov, Andrew +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  14. The Thomas-Fermi Quark Model: Non-Relativistic Aspects
    2012/09/26 by Quan Liu, Walter Wilcox, Liu, Quan +1 · 1 citation
    Physics and Astronomy · #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research
  15. Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology
    2024/11/25 by Lining Yu, Mengmeng Yin, Yu, Lining +21 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #AI in cancer detection
  16. Dataset Distillation in Medical Imaging: A Feasibility Study
    2024/07/19 by Li, Muyang, Cui, Can, Liu, Quan +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  17. Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South Central Andes
    2021/12/13 by Jiachen Xu, Xu, Jiachen, Junlin Guo +17 · 1 citation
    Arts and Humanities · Earth and Planetary Sciences · Engineering · #Archaeological Research and Protection #Computer Vision and Pattern Recognition (cs.CV) #Conservation Techniques and Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  18. Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning
    2023/05/31 by Deng, Ruining, Li, Yanwei, Li, Peize +11 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  19. HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
    2024/06/30 by Deng, Ruining, Liu, Quan, Cui, Can +10 · 2 citations
    Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  20. WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition
    2022/12/07 by Jun-Yu Ma, Beiduo Chen, Ma, Jun-Yu +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  21. MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer
    2023/03/23 by Zhou, Yunsong, Zhu, Hongzi, Liu, Quan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration
    2025/04/17 by Yicheng Pan, Pan, Yicheng, Zhenrong Zhang +15 · 4 citations
    Social Sciences · Computer Science · #Mathematics Education and Teaching Techniques #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  23. Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Demographic Data
    2022/03/08 by Can Cui, Cui, Can, Han Liu +15 · 1 citation
    Medicine · Neuroscience · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Brain Tumor Detection and Classification #AI in cancer detection
  24. Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction
    2023/03/09 by Chu, Caiyuan, Li, Ya, Liu, Yifan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models
    2024/07/13 by Can Cui, Ruining Deng, Cui, Can +11 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
    2024/07/03 by Tang, Yucheng, He, Yufan, Nath, Vishwesh +11 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  27. mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
    2024/05/28 by Liu, Quan, Deng, Ruining, Cui, Can +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology
    2023/08/10 by Jiayuan Chen, Yu Wang, Chen, Jiayuan +21 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics #electronic engineering #information engineering
  29. Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision
    2025/01/08 by Kangsheng Yin, Quan Liu, Yin, Kangsheng +9 · 1 citation
    Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #Digital Image Processing Techniques #FOS: Computer and information sciences #Multimedia (cs.MM) #Neural Networks and Applications
  30. RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation
    2025/01/23 by Shi-Qi Yan, Yan, Shi-Qi, Liu, Quan +1 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
  31. THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
    2025/09/17 by Chang, Qikai, Zhang, Zhenrong, Hu, Pengfei +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences