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Fan Zhou

  1. Qwen3 Technical Report
    2025/05/14 by An Yang, Anfeng Li, Yang, An +123 · 1 voice · 1792 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications
  2. Aria: An Open Multimodal Native Mixture-of-Experts Model
    2024/10/08 by Dongxu Li, Li, Dongxu, Yudong Liu +37 · 2 voices · 32 citations
    Computer Science · Social Sciences · #Expert finding and Q&A systems #Human Mobility and Location-Based Analysis #Mobile Crowdsensing and Crowdsourcing #cs.CV
  3. Qwen3-VL Technical Report
    2025/11/26 by Shuai Bai, Yuxuan Cai, Bai, Shuai +120 · 123 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  4. Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
    2019/03/04 by Fan Zhou, Fan, Zhou, Rui Su +5 · 14 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  5. OpenAgents: An Open Platform for Language Agents in the Wild
    2023/10/16 by Tianbao Xie, Fan Zhou, Xie, Tianbao +29 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  6. Qwen3-Omni Technical Report
    2025/09/22 by Xu Jin, Xu, Jin, Zhifang Guo +68 · 65 citations
    Computer Science · #Speech and Audio Processing #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  7. OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling
    2025/06/25 by Zengzhi Wang, Wang, Zengzhi, Fan Zhou +5 · 45 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  8. EasyTPP: Towards Open Benchmarking Temporal Point Processes
    2023/07/16 by Siqiao Xue, Xiaoming Shi, Xue, Siqiao +21 · 8 citations
    Computer Science · #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  9. Approximate Message Passing algorithms for rotationally invariant matrices
    2020/08/27 by Fan Zhou, Fan, Zhou · 5 citations
    Computer Science · Mathematics · Engineering · #Blind Source Separation Techniques #Random Matrices and Applications #Sparse and Compressive Sensing Techniques
  10. A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability
    2022/12/21 by Chengtai Cao, Fan Zhou, Cao, Chengtai +6 · 5 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  11. Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
    2025/06/17 by Zhoujun Cheng, Shibo Hao, Cheng, Zhoujun +42 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  12. Deep Active Learning: Unified and Principled Method for Query and Training
    2019/11/20 by Changjian Shui, Fan Zhou, Shui, Changjian +5 · 3 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Adversarial Robustness in Machine Learning #Data Quality and Management #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  13. Lemur: Harmonizing Natural Language and Code for Language Agents
    2023/10/10 by Yiheng Xu, Xu, Yiheng, Hongjin Su +29 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  14. Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
    2022/01/24 by Haoyu Dong, Dong, Haoyu, Zhoujun Cheng +15 · 3 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  15. Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
    2024/09/25 by Fan Zhou, Zengzhi Wang, Zhou, Fan +7 · 6 citations
    Business, Management and Accounting · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistics Education and Methodologies
  16. Dissecting Human and LLM Preferences
    2024/02/17 by Junlong Li, Fan Zhou, Li, Junlong +9 · 4 citations
    Social Sciences · #Artificial Intelligence in Law
  17. Structure-aware Domain Knowledge Injection for Large Language Models
    2024/07/23 by Kai Liu, Liu, Kai, Ze Chen +14 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  18. Diving into Self-Evolving Training for Multimodal Reasoning
    2024/12/23 by Wei Liu, Liu, Wei, Junlong Li +9 · 5 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
  19. MarvelOVD: Marrying Object Recognition and Vision-Language Models for Robust Open-Vocabulary Object Detection
    2024/07/31 by Kuo Wang, Wang, Kuo, Lechao Cheng +11 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  20. How Well Do Local Algorithms Solve Semidefinite Programs?
    2016/10/17 by Fan Zhou, Andrea Montanari, Fan, Zhou +1 · 1 citation
    Computer Science · Engineering · #Complexity and Algorithms in Graphs #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  21. WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
    2023/08/10 by Siqiao Xue, Xue, Siqiao, Fan Zhou +18 · 2 citations
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences #Impact of AI and Big Data on Business and Society #Stock Market Forecasting Methods
  22. Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning
    2025/01/02 by Jian Lang, Zhangtao Cheng, Lang, Jian +5 · 4 citations
    Computer Science · #Speech and dialogue systems
  23. Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence
    2020/07/30 by Changjian Shui, Shui, Changjian, Qi Chen +9 · 1 citation
    Materials Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Solidification and crystal growth phenomena
  24. DB-GPT: Empowering Database Interactions with Private Large Language Models
    2023/12/29 by Siqiao Xue, Caigao Jiang, Xue, Siqiao +29 · 2 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  25. Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment
    2023/01/19 by Qiuhao Zeng, Zeng, Qiuhao, Wei Wang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  26. Directional diffusion models for graph representation learning
    2023/06/22 by Run Yang, Yuling Yang, Yang, Run +5 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  27. Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
    2025/02/18 by Longxu Dou, Dou, Longxu, Qian Liu +73 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  28. Deep Optimal Timing Strategies for Time Series
    2023/10/09 by Pan Chen, Pan, Chen, Fan Zhou +15 · 1 citation
    Computer Science · #Data Stream Mining Techniques #Time Series Analysis and Forecasting
  29. Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
    2024/04/16 by Siqiao Xue, Xue, Siqiao, Danrui Qi +29 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  30. LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection
    2025/01/18 by Pengcheng Zhao, Zhao, Pengcheng, Zhou He +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Video Analysis and Summarization #Video Surveillance and Tracking Methods
  31. Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
    2025/11/12 by Yu Liu, Zhonghao Chen, Yu, Liu +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  32. DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models
    2024/06/17 by Fan Zhou, Zhou, Fan, Siqiao Xue +19 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Mathematics, Computing, and Information Processing
  33. Disentangling Multi-View Scanning in Mamba for Network Traffic Anomaly Detection
    2026/07/24 by Xinglin Lian, Chengtai Cao, Ting Zhong +1
    #cs.AI