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Zhang, Yi-Fan

  1. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
    2024/08/23 by Yifan Zhang, Zhang, Yi-Fan, Huanyu Zhang +22 · 70 citations
    Computer Science · #Semantic Web and Ontologies
  2. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    2025/01/03 by Chaoyou Fu, Fu, Chaoyou, Haojia Lin +27 · 47 citations
    Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Neural Networks and Applications #Sound (cs.SD) #electronic engineering #information engineering
  3. VITA: Towards Open-Source Interactive Omni Multimodal LLM
    2024/08/09 by Chaoyou Fu, Fu, Chaoyou, Haojia Lin +30 · 30 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Speech and dialogue systems
  4. OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling
    2023/09/22 by Yifan Zhang, Qingsong Wen, Zhang, Yi-Fan +15 · 11 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
  5. Towards Principled Disentanglement for Domain Generalization
    2021/11/27 by Zhang, Hanlin, Zhang, Yi-Fan, Liu, Weiyang +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. 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
  7. MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs
    2024/11/22 by Chaoyou Fu, Yifan Zhang, Fu, Chaoyou +21 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Speech and dialogue systems
  8. R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
    2025/05/05 by Yifan Zhang, Zhang, Yi-Fan, Xiong Lu +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. Thyme: Think Beyond Images
    2025/08/15 by Zhang, Yi-Fan, Lu, Xingyu, Yin, Shukang +17 · 37 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
    2025/02/14 by Yifan Zhang, Zhang, Yi-Fan, Tao Yu +37 · 16 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
  11. Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
    2025/02/07 by Yi Shen, Chaoyou Fu, Shen, Yunhang +26 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  12. ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
    2024/10/06 by Yan, Yibo, Wang, Shen, Huo, Jiahao +13 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Kwai Keye-VL Technical Report
    2025/07/02 by Kwai Keye Team, Yang, Biao, Wen, Bin +57 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Learning Domain Invariant Representations for Generalizable Person Re-Identification
    2021/03/29 by Zhang, Yi-Fan, Zhang, Zhang, Li, Da +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. A Study on the Calibration of In-context Learning
    2023/12/07 by Hanlin Zhang, Yifan Zhang, Zhang, Hanlin +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Learning Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Kwai Keye-VL 1.5 Technical Report
    2025/09/01 by Yang, Biao, Wen, Bin, Ding, Boyang +58 · 14 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Chiral magnon splitting in altermagnetic CrSb from first principles
    2025/03/17 by Zhang, Yi-Fan, Ni, Xiao-Sheng, Chen, Ke +1 · 7 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  18. Evaluating Step-by-Step Reasoning through Symbolic Verification
    2022/12/16 by Zhang, Yi-Fan, Zhang, Hanlin, Li, Li Erran +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Aligning Multimodal LLM with Human Preference: A Survey
    2025/03/18 by Yu, Tao, Zhang, Yi-Fan, Fu, Chaoyou +14 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
    2025/04/04 by Xie, Wulin, Zhang, Yi-Fan, Fu, Chaoyou +6 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    2025/05/27 by Yang Shi, Huanqian Wang, Shi, Yang +43 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Video Analysis and Summarization #Speech and dialogue systems
  22. Focal and Efficient IOU Loss for Accurate Bounding Box Regression
    2021/01/20 by Zhang, Yi-Fan, Ren, Weiqiang, Zhang, Zhang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation
    2022/02/02 by Zhang, Yi-Fan, Zhang, Hanlin, Lipton, Zachary C. +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Vision-Language Intelligence: Tasks, Representation Learning, and Large Models
    2022/03/03 by Li, Feng, Zhang, Hao, Zhang, Yi-Fan +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark
    2025/09/29 by Shi, Yang, Dong, Yuhao, Ding, Yue +23 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  26. Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors
    2023/12/20 by Zhang, Yi-Fan, Zhang, Zhang, Wang, Liang +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting
    2024/12/30 by Zhang, Huanyu, Xu, Chang, Zhang, Yi-Fan +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. LogoRA: Local-Global Representation Alignment for Robust Time Series Classification
    2024/09/12 by Huanyu Zhang, Zhang, Huanyu, Yifan Zhang +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  29. BaseReward: A Strong Baseline for Multimodal Reward Model
    2025/09/19 by Yifan Zhang, Zhang, Yi-Fan, Haihua Yang +25 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
  30. AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
    2024/09/14 by Tianlong Xu, Yifan Zhang, Xu, Tianlong +7 · 1 citation
    Computer Science · #Online Learning and Analytics
  31. VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation
    2025/10/10 by Dong, Shaoqi, Chaoyou Fu, Haihan Gao +26 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robot Manipulation and Learning
  32. OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing
    2025/09/29 by Zhihong Chen, Chen, Zhihong, Bai, Xuehai +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