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Zhang, Ya-Qin

  1. Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
    2024/05/05 by Junkai Li, Li, Junkai, Yunghwei Lai +19 · 6 voices · 70 citations
    Computer Science · Engineering · #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations #cs.AI
  2. DAPO: An Open-Source LLM Reinforcement Learning System at Scale
    2025/03/18 by Qiying Yu, Zheng Zhang, Yu, Qiying +67 · 1 voice · 1001 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  3. Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
    2024/01/10 by Yuanchun Li, Hao Wen, Li, Yuanchun +47 · 84 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  4. Universal Actions for Enhanced Embodied Foundation Models
    2025/01/17 by Jinliang Zheng, Zheng, Jinliang, Jianxiong Li +17 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Multi-Agent Systems and Negotiation #Robotics (cs.RO) #Semantic Web and Ontologies
  5. MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
    2025/07/03 by Hongli Yu, Yu, Hongli, Tinghong Chen +19 · 54 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  6. International AI Safety Report
    2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 35 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
    2025/08/04 by Yuxuan Song, Song, Yuxuan, Zhang, Zheng +39 · 68 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Speech Recognition and Synthesis
  8. When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning
    2022/05/23 by Jianxiong Li, Li, Jianxiong, Xianyuan Zhan +9 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics
  9. Distributional Soft Actor-Critic with Three Refinements
    2023/10/09 by Duan, Jingliang, Wang, Wenxuan, Xiao, Liming +6 · 12 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  10. Idempotence and Perceptual Image Compression
    2024/01/17 by Tongda Xu, Ziran Zhu, Xu, Tongda +19 · 12 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  11. X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
    2025/10/11 by Jinliang Zheng, Zheng, Jinliang, Jianxiong Li +25 · 30 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  12. AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments
    2023/03/13 by Wen, Hao, Li, Yuanchun, Zhang, Zunshuai +5 · 8 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  13. AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation
    2024/12/24 by Hao Wen, Wen, Hao, Tian, Shizuo +18 · 14 citations
    Engineering · #Modular Robots and Swarm Intelligence
  14. PQ-Transformer: Jointly Parsing 3D Objects and Layouts from Point Clouds
    2021/09/12 by Xiaoxue Chen, Hao Zhao, Chen, Xiaoxue +5 · 4 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  15. Query-Policy Misalignment in Preference-Based Reinforcement Learning
    2023/05/27 by Jianxiong Li, Hu, Xiao, Li, Jianxiong +6 · 6 citations
    Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
  16. TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation
    2022/10/19 by Pengfei Li, Beiwen Tian, Li, Pengfei +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. LODE: Locally Conditioned Eikonal Implicit Scene Completion from Sparse LiDAR
    2023/02/27 by Pengfei Li, Li, Pengfei, Ruowen Zhao +11 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  18. PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning
    2023/05/25 by Jianxiong Li, Xiao Hu, Li, Jianxiong +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  19. Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
    2025/01/31 by Tongda Xu, Xu, Tongda, Xinjie Zhang +16 · 10 citations
    Decision Sciences · Mathematics · #Advanced Statistical Process Monitoring #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Probabilistic and Robust Engineering Design #Statistical Methods and Inference
  20. Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing
    2021/11/24 by Xiaoxue Chen, Chen, Xiaoxue, Tianyu Liu +7 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  21. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Tegan Maharaj, Bengio, Yoshua +171 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  22. DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning
    2024/02/28 by Jianxiong Li, Li, Jianxiong, Jinliang Zheng +21 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Speech and dialogue systems
  23. VIMI: Vehicle-Infrastructure Multi-view Intermediate Fusion for Camera-based 3D Object Detection
    2023/03/20 by Zhe Wang, Siqi Fan, Wang, Zhe +13 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
  24. International Scientific Report on the Safety of Advanced AI (Interim Report)
    2024/11/05 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +83 · 6 citations
    Health Professions · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Education, Law, and Society #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Quality and Safety in Healthcare
  25. Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers
    2024/02/09 by Tongda Xu, Ziran Zhu, Xu, Tongda +17 · 4 citations
    Computer Science · #Cloud Computing and Resource Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
  26. PharmAgents: Building a Virtual Pharma with Large Language Model Agents
    2025/03/28 by Gao, Bowen, Huang, Yanwen, Liu, Yiqiao +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences
  27. Semi-supervised Implicit Scene Completion from Sparse LiDAR
    2021/11/29 by Pengfei Li, Li, Pengfei, Yongliang Shi +9 · 2 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  28. CoopDETR: A Unified Cooperative Perception Framework for 3D Detection via Object Query
    2025/02/26 by Zhe Wang, Wang, Zhe, Shaocong Xu +13 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods
  29. Bit Allocation using Optimization
    2022/09/20 by Tongda Xu, Xu, Tongda, Han Gao +23 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
  30. BudgetThinker: Empowering Budget-aware LLM Reasoning with Control Tokens
    2025/08/24 by Hao Wen, Xi-Jun Wu, Wen, Hao +17 · 9 citations
    Computer Science · Materials Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning in Materials Science
  31. NeRRF: 3D Reconstruction and View Synthesis for Transparent and Specular Objects with Neural Refractive-Reflective Fields
    2023/09/22 by Chen, Xiaoxue, Liu, Junchen, Zhao, Hao +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Robo-MUTUAL: Robotic Multimodal Task Specification via Unimodal Learning
    2024/10/02 by Jianxiong Li, Li, Jianxiong, Zhihao Wang +18 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Automated Systems #Speech and dialogue systems
  33. Conditional Perceptual Quality Preserving Image Compression
    2023/08/16 by Xu, Tongda, Zhang, Qian, Li, Yanghao +7 · 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
  34. Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
    2025/02/01 by Tianyuan Zou, Yang Liu, Zou, Tianyuan +14 · 4 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  35. ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute
    2025/08/30 by Hao Wen, Wen, Hao, Su Yufang +11 · 1 voice · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Network Packet Processing and Optimization #VLSI and Analog Circuit Testing
  36. Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models
    2025/03/03 by Bowen Gao, Gao, Bowen, Yanwen Huang +11 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #Machine Learning in Materials Science
  37. PICD: Versatile Perceptual Image Compression with Diffusion Rendering
    2025/05/09 by Tongda Xu, Jiahao Li, Xu, Tongda +9 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
  38. Mutual Information Regularization for Vertical Federated Learning
    2023/01/01 by Zou, Tianyuan, Liu, Yang, Zhang, Ya-Qin · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. FLEX: Continuous Agent Evolution via Forward Learning from Experience
    2025/11/09 by Zhicheng Cai, Xinyuan Guo, Cai, Zhicheng +15 · 6 citations
    Materials Science · Social Sciences · Computer Science · #Machine Learning in Materials Science #Language and cultural evolution #Reinforcement Learning in Robotics
  40. VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
    2023/10/15 by Tianyuan Zou, Zixuan Gu, Zou, Tianyuan +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
  41. DGGT: Feedforward 4D Reconstruction of Dynamic Driving Scenes using Unposed Images
    2025/12/02 by Chen, Xiaoxue, Xiong, Ziyi, Chen, Yuantao +11 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection
    2024/02/23 by Zhe Wang, Wang, Zhe, Siqi Fan +13 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Vehicle License Plate Recognition
  43. International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
    2025/10/15 by Yoshua Bengio, Stephen Clare, Bengio, Yoshua +152 · 1 voice · 1 citation
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #cs.CY
  44. DPF: Learning Dense Prediction Fields with Weak Supervision
    2023/03/29 by Xiaoxue Chen, Chen, Xiaoxue, Yuhang Zheng +11 · 1 citation
    Computer Science · Environmental Science · #Advanced Image and Video Retrieval Techniques #Remote Sensing and LiDAR Applications #Image Retrieval and Classification Techniques
  45. Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
    2025/04/24 by Yang Liu, Liu, Yang, Zhang, Kejia +22 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management