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Liu, Jiang

  1. Agent Laboratory: Using LLM Agents as Research Assistants
    2025/01/08 by Samuel Schmidgall, Schmidgall, Samuel, Yusheng Su +17 · 4 voices · 78 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.HC #cs.LG
  2. PolyFormer: Referring Image Segmentation as Sequential Polygon Generation
    2023/02/14 by Jiang Liu, Hui Ding, Liu, Jiang +11 · 22 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  3. ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model
    2020/07/10 by Yuhui Ma, Huaying Hao, Ma, Yuhui +13 · 9 citations
    Medicine · #Retinal Imaging and Analysis #Glaucoma and retinal disorders #Retinal Diseases and Treatments
  4. Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection
    2021/12/08 by Jiang Liu, Liu, Jiang, Alexander Levine +7 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  5. CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging
    2020/10/15 by Lei Mou, Yitian Zhao, Mou, Lei +21 · 4 citations
    Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glaucoma and retinal disorders #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
  6. SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
    2024/12/14 by Hao Chen, Chen, Hao, Ze Wang +17 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Filter Design and Implementation #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  7. Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
    2020/08/09 by Kang Zhou, Zhou, Kang, Yuting Xiao +14 · 5 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Imbalanced Data Classification Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering
  8. ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
    2023/06/10 by Hou, Wenjun, Xu, Kaishuai, Cheng, Yi +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images
    2021/10/05 by Zhou, Kang, Li, Jing, Luo, Weixin +6 · 3 citations
    #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) #electronic engineering #information engineering
  10. Unified Named Entity Recognition as Word-Word Relation Classification
    2021/12/19 by Jingye Li, Hao Fei, Li, Jingye +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  11. RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
    2023/10/21 by Wenjun Hou, Hou, Wenjun, Yi Cheng +7 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  12. DeepServe: Serverless Large Language Model Serving at Scale
    2025/01/24 by Junhao Hu, Jiang Xu, Hu, Junhao +36 · 6 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
  13. EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and Model
    2025/04/18 by Li, Sijing, Lin, Tianwei, Lin, Lingshuai +9 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
    2024/03/20 by Wenqiao Zhang, Tianwei Lin, Zhang, Wenqiao +23 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  15. DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection
    2023/05/23 by Jiang Liu, Chun Pong Lau, Liu, Jiang +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis
  16. Instrument-tissue Interaction Detection Framework for Surgical Video Understanding
    2024/03/30 by Lin, Wenjun, Hu, Yan, Fu, Huazhu +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering
    2023/12/20 by Ye, Haili, Zhang, Xiaoqing, Hu, Yan +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Unleashing Hour-Scale Video Training for Long Video-Language Understanding
    2025/06/05 by Lin, Jingyang, Wu, Jialian, Sun, Ximeng +8 · 8 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Abstraction of Elementary Hybrid Systems by Variable Transformation
    2014/03/27 by Jiang Liu, Liu, Jiang, Naijun Zhan +5 · 1 citation
    Computer Science · Engineering · #FOS: Electrical engineering #Formal Methods in Verification #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research #Systems and Control (eess.SY) #electronic engineering #information engineering
  20. DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation
    2017/12/18 by Liu, Jiang, Gao, Chenqiang, Meng, Deyu +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading
    2018/08/31 by Zhou, Kang, Gu, Zaiwang, Liu, Wen +4 · 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
  22. Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation
    2023/07/18 by Heng Li, Li, Heng, Haojin Li +11 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging
  23. Dense Dilated Network with Probability Regularized Walk for Vessel Detection
    2019/10/26 by Mou, Lei, Chen, Li, Cheng, Jun +3 · 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
  24. Instruct2Attack: Language-Guided Semantic Adversarial Attacks
    2023/11/27 by Liu, Jiang, Wei, Chen, Guo, Yuxiang +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  25. AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography
    2020/05/05 by Huazhu Fu, Fei Li, Fu, Huazhu +47 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Retinal Diseases and Treatments #Retinal Imaging and Analysis
  26. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    2024/08/19 by Lin, Tianwei, Jiang Liu, Liu, Jiang +20 · 3 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  27. Edge Intelligence Optimization for Large Language Model Inference with Batching and Quantization
    2024/05/12 by Zhang, Xinyuan, Liu, Jiang, Xiong, Zehui +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  28. Latent Visual Reasoning
    2025/09/29 by Li, Bangzheng, Sun, Ximeng, Liu, Jiang +7 · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Structure-consistent Restoration Network for Cataract Fundus Image Enhancement
    2022/06/09 by Heng Li, Haofeng Liu, Li, Heng +13 · 1 citation
    Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Optical Coherence Tomography Applications #Retinal Diseases and Treatments #Retinal Imaging and Analysis #electronic engineering #information engineering
  30. TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained Tags
    2022/11/01 by Jiang Liu, Liu, Jiang, Donghong Ji +11 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
    2025/05/20 by Hou, Wenjun, Cheng, Yi, Xu, Kaishuai +4 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Label-noise-tolerant medical image classification via self-attention and self-supervised learning
    2023/06/16 by Jiang, Hongyang, Gao, Mengdi, Hu, Yan +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation
    2023/11/27 by Guo, Yuxiang, Shah, Anshul, Liu, Jiang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Self-Taught Agentic Long Context Understanding
    2025/02/21 by Zhuang, Yufan, Yu, Xiaodong, Wu, Jialian +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery
    2023/12/23 by Jialu Zhang, Xiaoying Yang, Zhang, Jialu +15 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  36. DIFFNAT: Improving Diffusion Image Quality Using Natural Image Statistics
    2023/11/16 by Aniket Roy, Roy, Aniket, Maiterya Suin +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
  37. ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
    2024/02/20 by Hou, Wenjun, Cheng, Yi, Xu, Kaishuai +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation
    2025/09/23 by Zhou, Yuzhen, Li, Jiajun, Su, Yusheng +15 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry
    2024/11/17 by Hou, Wenjun, Cheng, Yi, Xu, Kaishuai +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Fundus Image Quality Assessment and Enhancement: a Systematic Review
    2025/01/20 by Heng Li, Haojin Li, Li, Heng +13 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering