Jiaqi Liu

1. Wnt/β-catenin signalling: function, biological mechanisms, and therapeutic opportunities
   2022/01/03 by Jiaqi Liu, Qing Xiao, Jiani Xiao +6 · 18 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer-related gene regulation #Epigenetics and DNA Methylation #Wnt/β-catenin signaling in development and cancer
2. Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
   2023/01/28 by Guoyang Xie, Xie, Guoyang, Wang, Jinbao +6 · 11 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #vaccines and immunoinformatics approaches
3. AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
   2025/09/10 by Zhiheng Xi, Xi, Zhiheng, Jinyan Huang +46 · 2 voices · 16 citations
   Computer Science · #cs.LG #cs.AI #cs.CL
4. Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt
   2024/01/02 by Jiaqi Liu, Kai Wu, Liu, Jiaqi +15 · 4 citations
   Computer Science · Health Professions · Engineering · #Anomaly Detection Techniques and Applications #Occupational Health and Safety Research #Industrial Vision Systems and Defect Detection
5. Cooperative Decision-Making for CAVs at Unsignalized Intersections: A MARL Approach with Attention and Hierarchical Game Priors
   2024/09/09 by Jiaqi Liu, Peng Hang, Liu, Jiaqi +7 · 3 citations
   Engineering · Social Sciences · #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations
6. Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks
   2017/12/02 by Yuankai Huo, Zhoubing Xu, Huo, Yuankai +17 · 1 citation
   Engineering · Medicine · #Advanced X-ray and CT Imaging #Radiomics and Machine Learning in Medical Imaging #Medical Imaging and Analysis
7. End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation\n Detection using Wearables
   2018/07/27 by Igor Gotlibovych, Gotlibovych, Igor, Stuart L. Crawford +15 · 1 citation
   Engineering · Medicine · Neuroscience · #Non-Invasive Vital Sign Monitoring #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces
8. Towards Human-Centric Autonomous Driving: A Fast-Slow Architecture Integrating Large Language Model Guidance with Reinforcement Learning
   2025/05/11 by Chuanlai Xu, Xu, Chengkai, Jiaqi Liu +9 · 5 citations
   Computer Science · Engineering · Psychology · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multimodal Machine Learning Applications #Robotics (cs.RO)
9. Enhancing Social Decision-Making of Autonomous Vehicles: A Mixed-Strategy Game Approach With Interaction Orientation Identification
   2024/04/08 by Jiaqi Liu, Xiao Qi, Peng Hang +1 · 2 citations
   Engineering · #Traffic control and management #Traffic and Road Safety #Autonomous Vehicle Technology and Safety
10. Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model
    2025/02/12 by Bencheng Yan, Shilei Liu, Yan, Bencheng +23 · 4 citations
    Business, Management and Accounting · Computer Science · #Customer churn and segmentation #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
11. Particle configurations for branching Brownian motion with an inhomogeneous branching rate
    2021/11/30 by Jiaqi Liu, Jason Schweinsberg, Liu, Jiaqi +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Mathematics · Social Sciences · #Evolution and Genetic Dynamics #Evolutionary Game Theory and Cooperation #FOS: Mathematics #Primary 60J80 #Probability (math.PR) #Stochastic processes and statistical mechanics #secondary 92D15
12. Can RL Improve Generalization of LLM Agents? An Empirical Study
    2026/03/12 by Zhiheng Xi, Xin Guo, Jiaqi Liu +11 · 1 voice
    Computer Science · #cs.AI
13. Certified Minimax Unlearning with Generalization Rates and Deletion Capacity
    2023/12/16 by Jiaqi Liu, Liu, Jiaqi, Jian Lou +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
14. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
15. MULTI: Multimodal Understanding Leaderboard with Text and Images
    2024/02/05 by Zichen Zhu, Zhu, Zichen, Yang Xu +25 · 1 citation
    Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Education and Technology Integration #FOS: Computer and information sciences #Language, Metaphor, and Cognition
16. RGB-T Object Detection via Group Shuffled Multi-receptive Attention and Multi-modal Supervision
    2024/05/29 by Jinzhong Wang, Xuetao Tian, Wang, Jinzhong +15 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Visual Attention and Saliency Detection
17. Active Generation for Image Classification
    2024/03/11 by Tao Huang, Jiaqi Liu, Huang, Tao +5 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image Retrieval and Classification Techniques #Neural Networks and Applications
18. Enhancing Social Decision-Making of Autonomous Vehicles: A Mixed-Strategy Game Approach With Interaction Orientation Identification
    2023/12/19 by Jiaqi Liu, Qi Xiao, Liu, Jiaqi +5 · 1 citation
    Engineering · Psychology · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Robotics (cs.RO) #Traffic and Road Safety
19. Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated Items
    2025/03/28 by Jianghao Lin, Lin, Jianghao, Peng Du +11 · 1 voice · 1 citation
    #cs.IR #cs.AI #cs.CV
20. Towards Safe and Robust Autonomous Vehicle Platooning: A Self-Organizing Cooperative Control Framework
    2024/08/18 by Chengkai Xu, Xu, Chengkai, Zihao Deng +8 · 1 citation
    Engineering · #Traffic control and management #Assembly Line Balancing Optimization #Advanced Manufacturing and Logistics Optimization
21. Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective
    2024/12/23 by Guoyang Xie, Long, Kaifang, Xie, Guoyang +6 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
22. Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
    2025/11/20 by Xia, Peng, Zeng, Kaide, Jiaqi Liu +10 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Reinforcement Learning in Robotics
23. A water-soluble negatively charged hemicyanine fluorescent probe for quantitative detection and structural monitoring of human serum albumin
    2026/07/28 by Jiaqi Liu, Ran Wang, Mingyuan Yin +2