Rui Huang

1. MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space
   2021/05/05 by Rui Huang, Yixuan Li, Huang, Rui +1 · 29 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models
   2023/12/11 by Yuzhou Huang, Liangbin Xie, Huang, Yuzhou +19 · 31 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion
   2020/12/07 by Yan Xu, Yan, Xu, Jiantao Gao +11 · 15 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
4. Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis
   2017/04/13 by Rui Huang, Shu Zhang, Huang, Rui +5 · 19 citations
   Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Face and Expression Recognition
5. Domain Adaptation via Prompt Learning
   2022/02/14 by Chunjiang Ge, Rui Huang, Ge, Chunjiang +11 · 14 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
6. Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition
   2021/05/31 by Yulin Wang, Rui Huang, Wang, Yulin +7 · 11 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
   2023/06/13 by Yin Fang, Xiaozhuan Liang, Fang, Yin +13 · 14 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM) #and Science (cs.CE)
8. A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI
   2011/04/26 by Chunming Li, Rui Huang, Zhaohua Ding +6 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
9. A Review on Mechanics and Mechanical Properties of 2D Materials - Graphene and Beyond
   2016/11/04 by Deji Akinwande, Christopher J. Brennan, Akinwande, Deji +37 · 6 citations
   Materials Science · #2D Materials and Applications #FOS: Physical sciences #Graphene research and applications #MXene and MAX Phase Materials #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
10. Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification
    2020/10/11 by Yulin Wang, Kangchen Lv, Wang, Yulin +9 · 6 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
11. QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou
    2024/11/18 by Xinchen Luo, Jiangxia Cao, Luo, Xinchen +36 · 12 citations
    Computer Science · #Natural Language Processing Techniques
12. Sulfur vacancy-rich MoS2 as a catalyst for the hydrogenation of CO2 to methanol
    2021/03/22 by Jingting Hu, Liang Yu, Jiao Deng +24 · 5 citations
    Chemical Engineering · Engineering · Materials Science · #Catalysis and Hydrodesulfurization Studies #Catalysts for Methane Reforming #MXene and MAX Phase Materials
13. Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection
    2022/06/13 by Yong Zhang, Zhang, Yong, Yingwei Pan +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
14. RecFlow: An Industrial Full Flow Recommendation Dataset
    2024/10/28 by Qi Liu, Liu, Qi, Kai Zheng +33 · 10 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR)
15. The impact of gamification in educational settings on student learning outcomes: a meta-analysis
    2020/07/20 by Rui Huang, Albert D. Ritzhaupt, Max Sommer +5 · 4 citations
    Computer Science · Psychology · #Educational Games and Gamification #Online Learning and Analytics #Teaching and Learning Programming
16. BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification
    2021/04/30 by Ruibing Hou, Hou, Ruibing, Hong Chang +7 · 4 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Gait Recognition and Analysis
17. Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems
    2024/05/08 by Kai Zheng, Zheng, Kai, Haijun Zhao +15 · 7 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #Embedded Systems Design Techniques #Experimental Learning in Engineering #FOS: Computer and information sciences #Information Retrieval (cs.IR)
18. DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models
    2024/08/22 by Weihua Li, Li, Wuchao, Rui Huang +23 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques
19. Learning Camera Localization via Dense Scene Matching
    2021/03/31 by Shitao Tang, Chengzhou Tang, Tang, Shitao +7 · 3 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
20. CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval
    2024/12/31 by Yifan Xu, Xinhao Li, Xu, Yifan +8 · 8 citations
    Computer Science · #Video Analysis and Summarization #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
21. KuaiFormer: Transformer-Based Retrieval at Kuaishou
    2024/11/15 by Chi Liu, Liu, Chi, Jiangxia Cao +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
22. Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models
    2021/06/26 by Jingxuan Li, Li, Jingxuan, Rui Huang +7 · 2 citations
    Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Reliability and Analysis Research
23. VideoCap-R1: Enhancing MLLMs for Video Captioning via Structured Thinking
    2025/06/02 by Da Meng, Rui Huang, Meng, Desen +18 · 10 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
24. Cross-Modal Adapter for Vision-Language Retrieval
    2022/11/17 by Haojun Jiang, Jianke Zhang, Jiang, Haojun +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
25. Towards Cross-View-Consistent Self-Supervised Surround Depth Estimation
    2024/07/04 by Laiyan Ding, Ding, Laiyan, Hualie Jiang +7 · 3 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
26. A Reinforcement Learning-Based Automatic Video Editing Method Using Pre-trained Vision-Language Model
    2024/11/07 by Panwen Hu, Nan Xiao, Hu, Panwen +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
27. Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
    2025/02/07 by Jie Huang, Rui Huang, Huang, Jie +9 · 4 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Thermography in Medicine #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
28. OneRec Technical Report
    2025/06/16 by Guorui Zhou, J. S. Deng, Zhou, Guorui +123 · 8 citations
    Computer Science · #Energy Efficient Wireless Sensor Networks
29. AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing
    2021/03/10 by Qi Song, Song, Qi, Kangfu Mei +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
30. ADGaussian: Generalizable Gaussian Splatting for Autonomous Driving via Multi-modal Joint Learning
    2025/04/01 by Qi Song, Chenghong Li, Song, Qi +7 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Robotics and Sensor-Based Localization
31. Co-visual pattern augmented generative transformer learning for automobile geo-localization
    2022/03/17 by Zhao Jianwei, Zhao, Jianwei, Qiang Zhai +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
32. OneRec-V2 Technical Report
    2025/08/28 by Guorui Zhou, Zhou, Guorui, Hengrui Hu +141 · 6 citations
    Computer Science · #Recommender Systems and Techniques #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
33. Video Perception Models for 3D Scene Synthesis
    2025/06/25 by Rui Huang, Guangyao Zhai, Huang, Rui +13 · 1 voice · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.CV
34. Rate-Splitting for Intelligent Reflecting Surface-Aided Multiuser VR Streaming
    2023/01/30 by Rui Huang, Vincent W. S. Wong, Vincent W.S. Wong +1 · 1 citation
    Engineering · Materials Science · #Advanced Wireless Communication Technologies #Metamaterials and Metasurfaces Applications #Optical Wireless Communication Technologies
35. Gaussian Difference: Find Any Change Instance in 3D Scenes
    2025/02/24 by Binbin Jiang, Jiang, Binbin, Rui Huang +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences
36. Efficient Knowledge Distillation from Model Checkpoints
    2022/10/12 by Chaofei Wang, Qisen Yang, Wang, Chaofei +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
37. Steady-state coherence in multipartite quantum systems: its connection with thermodynamic quantities and impact on quantum thermal machines
    2025/02/06 by Rui Huang, Q. Y. Cai, Huang, Rui +7 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
38. Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly
    2018/02/09 by Jun Xiang, Xiang, Jun, Guoshuai Zhang +7 · 1 citation
    Computer Science · Engineering · #Advanced Measurement and Detection Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods
39. Improving Hierarchical Representations of Vectorized HD Maps with Perspective Clues
    2024/04/17 by Chi Zhang, Zhang, Chi, Qi Song +6 · 1 citation
    Engineering · Social Sciences · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology
40. The structural, elastic, electronic, and optical properties of Janus Zr2COT (T = S, Se, and Te) MXenes
    2022/07/20 by Yanzong Wang, Tao Yuan, Yuan Tao +6 · 1 citation
    Materials Science · Engineering · #MXene and MAX Phase Materials #2D Materials and Applications #Advanced Sensor and Energy Harvesting Materials
41. CFPNet: Improving Lightweight ToF Depth Completion via Cross-zone Feature Propagation
    2024/11/07 by Laiyan Ding, Ding, Laiyan, Hualie Jiang +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
42. Forewarned Is Forearmed: The Single- and Dual-Brain Mechanisms in Detectors from Dyads of Varying Social Distance during Deceptive Outcome Evaluation
    2025/09/15 by Rui Huang, Xiao‐Wei Gao, Chenyu Zhang +7 · 1 citation
    Neuroscience · #Neural and Behavioral Psychology Studies