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Yu Huang

  1. What Makes Multi-modal Learning Better than Single (Provably)
    2021/06/08 by Yu Huang, Chenzhuang Du, Huang, Yu +9 · 1 voice · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  2. High-performance transition metal–doped Pt 3 Ni octahedra for oxygen reduction reaction
    2015/06/11 by Xiaoqing Huang, Zipeng Zhao, Liang Cao +11 · 33 citations
    Energy · Engineering · #Electrocatalysts for Energy Conversion #Fuel Cells and Related Materials #Advanced battery technologies research
  3. Promises and prospects of two-dimensional transistors
    2021/03/03 by Yuan Liu, Xidong Duan, Hyeon-Jin Shin +4 · 19 citations
    Engineering · Materials Science · #2D Materials and Applications #Ferroelectric and Negative Capacitance Devices #Graphene research and applications
  4. BetterV: Controlled Verilog Generation with Discriminative Guidance
    2024/02/03 by Pei, Zehua, Hui‐Ling Zhen, Zhen, Hui-Ling +6 · 29 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Multimodal Machine Learning Applications
  5. VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
    2024/12/30 by Jiazheng Xu, Yu Huang, Xu, Jiazheng +39 · 41 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  6. Technology Roadmap for Flexible Sensors
    2023/03/09 by Yifei Luo, Mohammad Reza Abidian, Jong‐Hyun Ahn +97 · 19 citations
    Engineering · Computer Science · #Advanced Sensor and Energy Harvesting Materials #Green IT and Sustainability #IoT and Edge/Fog Computing
  7. The Scale of Population Structure in Arabidopsis thaliana
    2010/02/11 by Alexander Platt, Matthew Horton, Yu Huang +20 · 1 voice · 4 citations
    Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Genetic diversity and population structure
  8. Accelerating Convergence of Score-Based Diffusion Models, Provably
    2024/03/06 by Gen Li, Yu Huang, Li, Gen +9 · 18 citations
    Mathematics · #Statistical Methods and Inference
  9. AsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training
    2025/07/02 by Zhian Han, Han, Zhenyu, Haibo Wang +32 · 2 voices · 12 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  10. DeepGate: Learning Neural Representations of Logic Gates
    2021/11/26 by Min Li, Li, Min, Sadaf Khan +9 · 9 citations
    Engineering · Materials Science · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #VLSI and FPGA Design Techniques
  11. Large circuit models: opportunities and challenges
    2024/03/12 by Lei Chen, Yiqi Chen, Zhufei Chu +39 · 1 voice · 4 citations
    Computer Science · Engineering · #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques #cs.AR #cs.ET
  12. Deep learning for predicting rate-induced tipping
    2024/11/28 by Yu Huang, Sebastian Bathiany, Peter Ashwin +1 · 1 voice · 10 citations
    Environmental Science · #Ecosystem dynamics and resilience
  13. A reference Earth model for the heat producing elements and associated geoneutrino flux
    2013/01/03 by Yu Huang, Huang, Yu, V. P. Chubakov +7 · 3 citations
    Earth and Planetary Sciences · Computer Science · #Geological and Geochemical Analysis #Geochemistry and Geologic Mapping #High-pressure geophysics and materials
  14. Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies
    2020/06/10 by Yu Huang, Huang, Yu, Yue Chen +1 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  15. Iridium single-atom catalyst on nitrogen-doped carbon for formic acid oxidation synthesized using a general host–guest strategy
    2020/06/15 by Zhi Li, Yuanjun Chen, Shufang Ji +41 · 4 citations
    Energy · Materials Science · #CO2 Reduction Techniques and Catalysts #Catalytic Processes in Materials Science #Electrocatalysts for Energy Conversion
  16. OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion
    2025/07/08 by Yunhan Yang, Yang, Yunhan, Yufan Zhou +17 · 20 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Interactive and Immersive Displays #Human Motion and Animation
  17. LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction
    2022/03/24 by Bowen Wang, Guibao Shen, Wang, Bowen +17 · 4 citations
    Computer Science · Engineering · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
  18. AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving
    2025/05/21 by Kangan Qian, Qian, Kangan, Shan Jiang +38 · 15 citations
    Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  19. ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
    2023/06/14 by Sungduk Yu, Z W Hu, Yu, Sungduk +91 · 5 citations
    Earth and Planetary Sciences · Physics and Astronomy · Environmental Science · #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Hydrological Forecasting Using AI
  20. Time-Frequency Representation Based on an Adaptive Short-Time Fourier Transform
    2010/06/18 by Jingang Zhong, Yu Huang · 2 citations
    Computer Science · Engineering · #Advanced Electrical Measurement Techniques #Image and Signal Denoising Methods #Machine Fault Diagnosis Techniques
  21. Chemical vapour deposition of Fe–N–C oxygen reduction catalysts with full utilization of dense Fe–N4 sites
    2021/06/10 by Li Jiao, Jingkun Li, Lynne K. LaRochelle +17 · 3 citations
    Energy · Engineering · Materials Science · #Catalysis and Hydrodesulfurization Studies #Catalytic Processes in Materials Science #Electrocatalysts for Energy Conversion
  22. Applications of Large Scale Foundation Models for Autonomous Driving
    2023/11/20 by Yu Huang, Yue Chen, Huang, Yu +3 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. Analysis of Molecule Harvesting by Heterogeneous Receptors on MC Transmitters
    2022/11/26 by Xinyu Huang, Yu Huang, Huang, Xinyu +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Molecular Junctions and Nanostructures
  24. Detecting causality from time series in a machine learning framework
    2020/06/01 by Yu Huang, Zuntao Fu, Christian L. E. Franzke · 2 citations
    Computer Science · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Nonlinear Dynamics and Pattern Formation
  25. Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
    2024/04/05 by Michael Aich, Aich, Michael, Philipp Hess +9 · 3 citations
    Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate change and permafrost #FOS: Computer and information sciences #FOS: Physical sciences #Geological Studies and Exploration #Geophysics (physics.geo-ph) #Geophysics and Gravity Measurements #Machine Learning (cs.LG)
  26. Heterogeneous Receptors - Based Molecule Harvesting in MC: Analysis for ISI Mitigation and Energy Efficiency
    2023/07/26 by Xinyu Huang, Yu Huang, Huang, Xinyu +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Quantum-Dot Cellular Automata
  27. Myeloid Bmal1 deletion increases monocyte recruitment and worsens atherosclerosis
    2016/12/07 by Mingyu Huo, Yuhong Huang, Dan Qu +6 · 1 citation
    Medicine · Immunology and Microbiology · #Adipokines, Inflammation, and Metabolic Diseases #Immune cells in cancer #Apelin-related biomedical research
  28. The Tests and Calibrations of the Hard X-ray Imager Aboard ASO-S
    2024/10/01 by Yang Su, Zhe Zhang, Wei Chen +32 · 4 citations
    Physics and Astronomy · Engineering · #Solar and Space Plasma Dynamics #Nuclear Physics and Applications #Calibration and Measurement Techniques
  29. Spatial Modulation for Molecular Communication
    2018/07/04 by Yu Huang, Miaowen Wen, Huang, Yu +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced biosensing and bioanalysis techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Molecular Communication and Nanonetworks #Wireless Body Area Networks
  30. DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation
    2025/03/10 by You, Ziming, Yumiao Zhang, Dexuan Xu +12 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  31. Mnb/Dyrk1A Phosphorylation Regulates the Interaction of Dynamin 1 with SH3 Domain-Containing Proteins
    2004/07/14 by Yu Qi Huang, Yu Huang, Mo-Chou Chen-Hwang +7 · 21 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cellular transport and secretion #Genetics and Neurodevelopmental Disorders #Pancreatic function and diabetes
  32. Compositional Model Checking of Consensus Protocols Specified in TLA+ via Interaction-Preserving Abstraction
    2022/02/23 by Xiaosong Gu, Gu, Xiaosong, Wei Cao +9 · 1 citation
    Computer Science · Business, Management and Accounting · #Service-Oriented Architecture and Web Services #Distributed systems and fault tolerance #Business Process Modeling and Analysis
  33. Targeting endothelial dysfunction and inflammation
    2022/04/20 by Li Wang, Chak Kwong Cheng, Min Yi +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Eicosanoids and Hypertension Pharmacology #Nitric Oxide and Endothelin Effects #Hormonal Regulation and Hypertension
  34. Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems
    2021/08/11 by Yu Huang, Yufei Tang, Huang, Yu +11 · 1 citation
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks
  35. Foundations and Frontiers of Graph Learning Theory
    2024/07/03 by Yu Huang, Min Zhou, Huang, Yu +17 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Specula: Scaling formal specifications for autonomous model checking of system code
    2026/07/28 by Qian Cheng, Saad Mohammad Rafid Pial, Ruize Tang +6 · 1 voice
    #cs.SE #cs.AI #cs.DC #cs.OS
  37. A Tale of Two Comprehensions? Analyzing Student Programmer Attention during Code Summarization
    2024/08/26 by Zachary Karas, Aakash Bansal, Yifan Zhang +3 · 2 citations
  38. CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture
    2022/10/13 by Huize Li, Li, Huize, Hai Jin +17 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Machine Learning and ELM
  39. Signatures of Chiral Superconductivity in Chiral Molecule Intercalated Tantalum Disulfide
    2023/02/10 by Zhong Wan, Gang Qiu, Wan, Zhong +21 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Chemical Physics Studies #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum, superfluid, helium dynamics #Superconductivity (cond-mat.supr-con) #Surface Chemistry and Catalysis
  40. VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models
    2025/04/23 by Xuming Hu, Hu, Xuming, Hanqian Li +9 · 3 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences
  41. Multi-Grained Specifications for Distributed System Model Checking and Verification
    2024/09/22 by Lingzhi Ouyang, Xudong Sun, Ouyang, Lingzhi +11 · 2 citations
    Computer Science · #Formal Methods in Verification #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques
  42. DeepTPI: Test Point Insertion with Deep Reinforcement Learning
    2022/06/07 by Zhengyuan Shi, Shi, Zhengyuan, Min Li +11 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Software Testing and Debugging Techniques #VLSI and Analog Circuit Testing
  43. Physics-Informed Neural Networks and Beyond: Enforcing Physical Constraints in Quantum Dissipative Dynamics
    2024/04/22 by Arif Ullah, Ullah, Arif, Yu Huang +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing
  44. Inflight Performance and Calibrations of the Lyman-Alpha Solar Telescope on Board the Advanced Space-Based Solar Observatory
    2024/08/01 by Bo Chen, Li Feng, Guang Zhang +43 · 2 citations
    Physics and Astronomy · Computer Science · Energy · #Solar and Space Plasma Dynamics #Solar Radiation and Photovoltaics #Photovoltaic System Optimization Techniques
  45. Distribution, depletion and recovery of docosahexaenoic acid are region-specific in rat brain
    2005/09/29 by Ying Xiao, Yu Huang, Yü Huang +2 · 25 citations
    Nursing · Biochemistry, Genetics and Molecular Biology · Medicine · #Fatty Acid Research and Health #Peroxisome Proliferator-Activated Receptors #Cholesterol and Lipid Metabolism
  46. A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions
    2024/05/25 by Ningzhi Tang, Tang, Ningzhi, Meng Chen +11 · 1 citation
    Health Professions · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovation in Digital Healthcare Systems #Software Engineering (cs.SE)
  47. CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models
    2024/10/07 by Songning Lai, Jiayu Yang, Lai, Songning +15 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Data Management and Algorithms #FOS: Computer and information sciences #Recommender Systems and Techniques
  48. A Statistical Study of Solar White-Light Flares Observed by the White-Light Solar Telescope of the Lyman-Alpha Solar Telescope on the Advanced Space-Based Solar Observatory (ASO-S/LST/WST) at 360 nm
    2024/01/23 by Zhichen Jing, Ying Li, Li Feng +28 · 2 citations
    Physics and Astronomy · #Solar and Space Plasma Dynamics #Stellar, planetary, and galactic studies #Ionosphere and magnetosphere dynamics
  49. Associations of vision impairment and eye diseases with frailty in community-dwelling older adults: a nationwide longitudinal study in China
    2022/12/19 by Xianwen Shang, Guanrong Wu, Wei Wang +6 · 13 citations
    Medicine · #Frailty in Older Adults #Ophthalmology and Visual Impairment Studies #Telomeres, Telomerase, and Senescence
  50. Modeling Programmer Attention as Scanpath Prediction
    2023/08/26 by Aakash Bansal, Bansal, Aakash, Chia‐Yi Su +11 · 1 citation
    Computer Science · Neuroscience · #Gaze Tracking and Assistive Technology #EEG and Brain-Computer Interfaces
  51. High-Performance Open-Source AI for Breast Cancer Detection and Localization in MRI
    2025/06/25 by Lukas Hirsch, Elizabeth J. Sutton, Yu Huang +5 · 2 voices · 1 citation
    Computer Science · Medicine · #AI in cancer detection #MRI in cancer diagnosis #Radiomics and Machine Learning in Medical Imaging
  52. Global burden of oral disorders with projections over the next 30 years
    2025/07/17 by Lingjun Yan, Bingqin Xie, Yanfen Li +8 · 1 citation
    Dentistry · #Dental Health and Care Utilization #Oral microbiology and periodontitis research #Dental Radiography and Imaging
  53. Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation
    2025/01/28 by Maya Acharya, Acharya, Manish, Yifan Zhang +5 · 1 citation
    Computer Science · Decision Sciences · #Software System Performance and Reliability #Distributed and Parallel Computing Systems #Scientific Computing and Data Management
  54. Applying the CRADLE Method: An Undergraduate Case Study on Machine Learning for Chiral Noble Metal Nanoparticles Using Literature-Mined Data
    2026/07/27 by Yu Huang, Haotian Long, Kefan Yang +4
  55. Underwater Distributed Acoustic Sensing of Ship-Associated Hydrodynamic Wavefields and Surface Gravity Waves
    2026/07/28 by Ao Xie, Qishuai Ge, Zefeng Li +11
  56. Flexible generation of daily Earth system model projections across radiative forcing scenarios
    2026/07/23 by Yu Huang, Sebastian Bathiany, Shangshang Yang +3
    #physics.ao-ph