Zhang Zhang

1. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
   2024/08/23 by Yifan Zhang, Huanyu Zhang, Zhang, Yi-Fan +22 · 71 citations
   Computer Science · #Semantic Web and Ontologies
2. MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
   2024/02/23 by Ziheng Jiang, Jiang, Ziheng, Haibin Lin +61 · 36 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
3. The Genome Sequence Archive Family: Toward Explosive Data Growth and Diverse Data Types
   2021/08/01 by Tingting Chen, Xu Chen, Sisi Zhang +18 · 21 citations
   Biochemistry, Genetics and Molecular Biology · Environmental Science · #Cancer Genomics and Diagnostics #Environmental DNA in Biodiversity Studies #Genomics and Phylogenetic Studies
4. A Richly Annotated Dataset for Pedestrian Attribute Recognition
   2016/03/23 by Dangwei Li, Li, Dangwei, Zhang Zhang +7 · 9 citations
   Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
5. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
   2023/09/22 by Yifan Zhang, Zhang, Yi-Fan, Qingsong Wen +15 · 12 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management
6. Debiasing Multimodal Large Language Models via Penalization of Language Priors
   2024/03/08 by Yifan Zhang, Zhang, YiFan, Shi, Yang +13 · 11 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models
   2024/06/12 by Yifan Zhang, Qingsong Wen, Zhang, Yi-Fan +10 · 13 citations
   Computer Science · #Advanced Computational Techniques and Applications
8. R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
   2025/05/05 by Yifan Zhang, Xiong Lu, Zhang, Yi-Fan +28 · 26 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
9. MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
   2025/02/14 by Yifan Zhang, Zhang, Yi-Fan, Tao Yu +37 · 17 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
10. Focal and efficient IOU loss for accurate bounding box regression
    2022/07/22 by Yifan Zhang, Yi-Fan Zhang, Weiqiang Ren +4 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
11. Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner
    2025/05/16 by Wenchuan Zhang, Penghao Zhang, Zhang, Wenchuan +14 · 12 citations
    Computer Science · #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 #Topic Modeling
12. Semantic Prompt for Few-Shot Image Recognition
    2023/03/24 by Wentao Chen, Chenyang Si, Chen, Wentao +9 · 4 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
13. HumanoidPano: Hybrid Spherical Panoramic-LiDAR Cross-Modal Perception for Humanoid Robots
    2025/03/12 by Qiang Zhang, Zhang, Qiang, Zhang Zhang +28 · 9 citations
    Engineering · Psychology · #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Social Robot Interaction and HRI
14. Minder: Faulty Machine Detection for Large-scale Distributed Model Training
    2024/11/04 by Yangtao Deng, Deng, Yangtao, Xiang Shi +26 · 5 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Mineral Processing and Grinding #Parallel #and Cluster Computing (cs.DC)
15. Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adapt
    2024/03/22 by Yifan Zhang, Zhang, YiFan, Weiqi Chen +17 · 3 citations
    Computer Science · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
16. Richly Activated Graph Convolutional Network for Robust Skeleton-Based Action Recognition
    2020/08/07 by Yifan Song, Yi-Fan Song, Zhang Zhang +2 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Gait Recognition and Analysis
17. MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
    2025/04/04 by Wulin Xie, Xie, Wulin, Yifan Zhang +15 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
18. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    2025/05/27 by Yang Shi, Shi, Yang, Huanqian Wang +43 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Video Analysis and Summarization #Speech and dialogue systems
19. Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering
    2024/11/23 by Tanghaoran Zhang, Zhang, Tanghaoran, Yue Yu +13 · 3 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Software Engineering (cs.SE)
20. Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes
    2025/04/21 by Huanyu Zhang, Chengzu Li, Zhang, Huanyu +19 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
21. Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization
    2016/11/17 by Kai Yu, Biao Leng, Yu, Kai +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
22. Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition
    2023/09/18 by Mingzhe Li, Zhen Jia, Li, Ming-Zhe +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
23. TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
    2024/12/30 by Huanyu Zhang, Zhang, Huanyu, Xu Chang +11 · 2 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
24. Occupancy World Model for Robots
    2025/05/07 by Zhang Zhang, Zhang, Zhang, Qiang Zhang +27 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
25. LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
    2024/09/12 by Huanyu Zhang, Yifan Zhang, Zhang, Huanyu +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
26. BaseReward: A Strong Baseline for Multimodal Reward Model
    2025/09/19 by Yifan Zhang, Haihua Yang, Zhang, Yi-Fan +25 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
27. The Updated Genome Warehouse: Enhancing Data Value, Security, and Usability to Address Data Expansion
    2024/11/23 by Lina Ma, Xuetong Zhao, Ma, Yingke +19 · 1 citation
    Medicine · #Ethics in Clinical Research
28. OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
    2025/09/29 by Zhihong Chen, Chen, Zhihong, Yang Shi +20 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
29. SimScale: Learning to Drive via Real-World Simulation at Scale
    2025/11/28 by Haochen Tian, Tian, Haochen, Tianyu Li +23 · 3 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics #Robotics (cs.RO)
30. HeatV2X: Scalable Heterogeneous Collaborative Perception via Efficient Alignment and Interaction
    2025/11/13 by Zhang Zhang, Zhao, Yueran, Zhang, Zhang +8 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
31. AREX: Towards a Recursively Self-Improving Agent for Deep Research
    2026/07/23 by Shuqi Lu, Chaofan Li, Kun Luo +21 · 2 voices
    #cs.AI
32. Defer to Plan: Adaptive Multi-Agent Fusion for End-to-End V2X Driving
    2026/07/22 by Nuoran Li, Zhang Zhang, Yueran Zhao +2
    #cs.RO