Hongyu Zhou

1. DreamLLM: Synergistic Multimodal Comprehension and Creation
   2023/09/20 by Runpei Dong, Dong, Runpei, Chunrui Han +25 · 40 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting
   2024/03/19 by Hongyu Zhou, Jiahao Shao, Zhou, Hongyu +15 · 32 citations
   Computer Science · Environmental Science · Engineering · #Video Surveillance and Tracking Methods #Remote Sensing and LiDAR Applications #Automated Road and Building Extraction
3. Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction
   2025/02/17 by Ailin Huang, Huang, Ailin, Boyong Wu +299 · 1 voice · 38 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Sound (cs.SD) #Speech and dialogue systems #cs.AI #cs.CL #cs.HC #cs.SD #eess.AS #electronic engineering #information engineering
4. Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation
   2023/01/28 by Hongyu Zhou, Zhou, Hongyu, Xin Zhou +3 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
5. OpenStreetView-5M: The Many Roads to Global Visual Geolocation
   2024/04/29 by Guillaume Astruc, Nicolas Dufour, Astruc, Guillaume +23 · 11 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
6. ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
   2023/07/18 by Liang Zhao, Zhao, Liang, En Yu +19 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
7. Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection
   2022/07/06 by Hongyu Zhou, Zheng Ge, Zhou, Hongyu +11 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
8. StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation
   2025/04/22 by Yinmin Zhong, Zhong, Yinmin, Zili Zhang +25 · 16 citations
   Engineering · Computer Science · #VLSI and FPGA Design Techniques #Iterative Learning Control Systems #Algorithms and Data Compression
9. Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
   2025/07/25 by StepFun, Bin Wang, : +284 · 18 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
10. Simultaneous System Identification and Model Predictive Control with No Dynamic Regret
    2024/07/04 by Hongyu Zhou, Zhou, Hongyu, Vasileios Tzoumas +1 · 5 citations
    Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #Fault Detection and Control Systems
11. MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception
    2022/11/19 by Hongyu Zhou, Zheng Ge, Zhou, Hongyu +5 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
12. EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis
    2025/03/26 by Jiaxin Huang, Miao, Sheng, Dongfeng Bai +14 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Online Submodular Coordination with Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination
    2022/09/26 by Zirui Xu, Hongyu Zhou, Xu, Zirui +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Optimization and Search Problems #Reinforcement Learning in Robotics #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
14. Safe Non-Stochastic Control of Control-Affine Systems: An Online Convex Optimization Approach
    2023/09/28 by Hongyu Zhou, Zhou, Hongyu, Yichen Song +3 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Reinforcement Learning in Robotics #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
15. Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model
    2025/06/10 by Ailin Huang, Huang, Ailin, Bingxin Li +143 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
16. Active Energy Control for Enhancing AC Fault Ride-Through Capability of MMC-HVDC Connected With Offshore Wind Farms
    2023/05/01 by Hongyu Zhou, Wei Yao, Meng Zhou +3 · 1 citation
17. Cohomology and deformation quantization of Poisson conformal algebras
    2022/09/25 by Jiefeng Liu, Hongyu Zhou, Liu, Jiefeng +1 · 1 citation
    Mathematics · #Advanced Topics in Algebra #Algebraic structures and combinatorial models #Homotopy and Cohomology in Algebraic Topology
18. HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation
    2024/09/19 by Julián Acosta, Acosta, Julián N., Xiaoman Zhang +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
19. Self-Adaptive Learning and Model Predictive Control for Tracking Unknown Dynamics with No Regret
    2026/07/29 by Atharva Navsalkar, Hongyu Zhou, Vasileios Tzoumas
    Computer Science · Engineering · #cs.LG #cs.RO #cs.SY #eess.SY