Chen, Xinyu

1. VideoVista: A Versatile Benchmark for Video Understanding and Reasoning
   2024/06/17 by Yunxin Li, Xinyu Chen, Li, Yunxin +9 · 26 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
2. Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
   2025/05/08 by Yunxin Li, Zhenyu Liu, Li, Yunxin +40 · 36 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Speech and dialogue systems
3. Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
   2025/03/22 by Jiaming Ji, Ji, Jiaming, Xinyu Chen +28 · 17 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
4. FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data
   2023/12/16 by Xinyu Chen, Jiannan Tian, Chen, Xinyu +11 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Advanced Database Systems and Queries
5. NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results
   2022/05/11 by Yawei Li, Li, Yawei, Kai Zhang +207 · 3 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
6. A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues
   2023/05/08 by Li, Yunxin, Hu, Baotian, Chen, Xinyu +3 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Optimal Weighted Random Forests
   2023/05/17 by Xinyu Chen, Chen, Xinyu, Dalei Yu +3 · 3 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Statistical Methods and Inference
8. LMEye: An Interactive Perception Network for Large Language Models
   2023/05/05 by Yunxin Li, Baotian Hu, Li, Yunxin +7 · 3 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
9. Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
   2022/03/20 by Xinyu Chen, Chengyuan Zhang, Chen, Xinyu +7 · 2 citations
   Computer Science · Mathematics · #Time Series Analysis and Forecasting #Statistical and numerical algorithms
10. A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering
    2023/11/13 by Li, Yunxin, Wang, Longyue, Hu, Baotian +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression
    2022/11/28 by Xinyu Chen, Chen, Xinyu, Chengyuan Zhang +7 · 2 citations
    Social Sciences · #Human Mobility and Location-Based Analysis
12. A Survey on Graph Processing Accelerators: Challenges and Opportunities
    2019/02/26 by Chuangyi Gui, Long Zheng, Gui, Chuangyi +11 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
13. LLMs Meet Long Video: Advancing Long Video Question Answering with An Interactive Visual Adapter in LLMs
    2024/02/21 by Yunxin Li, Li, Yunxin, Xinyu Chen +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Online Learning and Analytics
14. Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment
    2024/02/21 by Yunxin Li, Li, Yunxin, Xinyu Chen +7 · 2 citations
    Computer Science · Health Professions · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #Educational Tools and Methods #FOS: Computer and information sciences #Speech and dialogue systems
15. Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
    2020/06/18 by Xinyu Chen, Lijun Sun, Chen, Xinyu +1 · 1 citation
    Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
16. Circuit Partitioning and Transmission Cost Optimization in Distributed Quantum Circuits
    2024/07/08 by Xinyu Chen, Zilu Chen, Chen, Xinyu +6 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
17. ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines
    2022/03/05 by Chen, Xinyu, Chen, Yao, Cheng, Feng +3 · 1 citation
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
18. VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
    2025/05/25 by Yunxin Li, Xinyu Chen, Li, Yunxin +13 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
19. Layer thickness crossover of type-II multiferroic magnetism in NiI2
    2023/07/20 by Shuang Wu, Xinyu Chen, Wu, Shuang +15 · 1 citation
    Materials Science · #2D Materials and Applications #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Multiferroics and related materials #ZnO doping and properties
20. POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices
    2022/05/17 by Chen, Xinyu, Li, Renjie, Yu, Yueyao +4 · 1 citation
    #Applied Physics (physics.app-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Optics (physics.optics)
21. DATAP-SfM: Dynamic-Aware Tracking Any Point for Robust Structure from Motion in the Wild
    2024/11/20 by Weicai Ye, Ye, Weicai, Xinyu Chen +18 · 1 voice · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #cs.CV
22. Local Hardy spaces associated with ball quasi-Banach function spaces and their dual spaces
    2024/06/16 by Xinyu Chen, Chen, Xinyu, Jian Tan +1 · 1 citation
    Mathematics · #Advanced Harmonic Analysis Research #Holomorphic and Operator Theory #Advanced Banach Space Theory
23. SIV-Bench: A Video Benchmark for Social Interaction Understanding and Reasoning
    2025/06/05 by Kong, Fanqi, Zu, Weiqin, Chen, Xinyu +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
24. Enhancing LLM-Based Social Bot via an Adversarial Learning Framework
    2025/08/25 by Kong, Fanqi, Zhang, Xiaoyuan, Chen, Xinyu +3 · 4 citations
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
25. VideoVista-CulturalLingo: 360^∘ Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension
    2025/04/23 by Chen, Xinyu, Li, Yunxin, Shi, Haoyuan +4 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
26. PostCam: Camera-Controllable Novel-View Video Generation with Query-Shared Cross-Attention
    2025/11/21 by Chen, Yipeng, Ye, Zhichao, Fang, Zhenzhou +6 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition