Shuguang Cui

1. A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
   2019/09/17 by Mingzhe Chen, Zhaohui Yang, Chen, Mingzhe +9 · 28 citations
   Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
2. A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G
   2023/09/14 by Yong Zeng, Junting Chen, Zeng, Yong +17 · 39 citations
   Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. MVImgNet: A Large-scale Dataset of Multi-view Images
   2023/03/10 by Xianggang Yu, Yu, Xianggang, Mutian Xu +23 · 23 citations
   Computer Science · Environmental Science · Earth and Planetary Sciences · #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage
4. Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis
   2019/12/26 by Zhaorui Wang, Liang Liu, Wang, Zhaorui +3 · 15 citations
   Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT Networks and Protocols #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
5. 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 · 12 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
6. PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling
   2020/03/01 by Yan Xu, Chaoda Zheng, Yan, Xu +7 · 11 citations
   Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Numerical Analysis Techniques
7. Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding
   2023/11/26 by Zhihao Yuan, Jinke Ren, Yuan, Zhihao +9 · 16 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
8. InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring
   2021/03/01 by Zhihao Yuan, Yuan, Zhihao, Yan Xu +11 · 9 citations
   Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Neural Network Applications
9. MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures
   2023/12/05 by Zhangyang Xiong, Chenghong Li, Xiong, Zhangyang +21 · 13 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
10. Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes
    2022/07/18 by Haolin Liu, Liu, Haolin, Yujian Zheng +7 · 9 citations
    Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
11. Federated Learning for 6G: Applications, Challenges, and Opportunities
    2021/01/05 by Zhaohui Yang, Mingzhe Chen, Yang, Zhaohui +7 · 7 citations
    Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Privacy-Preserving Technologies in Data
12. Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
    2020/12/06 by Ye Hu, Hu, Ye, Mingzhe Chen +7 · 5 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Smart Parking Systems Research #UAV Applications and Optimization
13. LATR: 3D Lane Detection from Monocular Images with Transformer
    2023/08/08 by Yueru Luo, Luo, Yueru, Chaoda Zheng +11 · 8 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
14. Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI
    2022/07/03 by Dingzhu Wen, Peixi Liu, Wen, Dingzhu +11 · 7 citations
    Engineering · #Advanced SAR Imaging Techniques #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies
15. Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding
    2023/04/05 by Zhonghao Lyu, Guangxu Zhu, Lyu, Zhonghao +7 · 6 citations
    Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
16. Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G
    2022/11/04 by Guangxu Zhu, Zhu, Guangxu, Zhonghao Lyu +13 · 6 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Wireless Body Area Networks
17. Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems
    2017/02/02 by Feng Wang, Jie Xu, Wang, Feng +5 · 4 citations
    Engineering · #Energy Harvesting in Wireless Networks #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization
18. Transmission Power Control for Over-the-Air Federated Averaging at Network Edge
    2021/11/10 by Cao Xiaowen, Cao, Xiaowen, Guangxu Zhu +5 · 5 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Advanced Memory and Neural Computing
19. DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation
    2022/04/25 by Liangdong Qiu, Chongjie Ye, Qiu, Liangdong +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Dentistry · #68T07 #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #Endodontics and Root Canal Treatments #FOS: Computer and information sciences #dental development and anomalies
20. Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds
    2021/08/10 by Chaoda Zheng, Yan Xu, Zheng, Chaoda +11 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
21. Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
    2022/08/17 by Yining Wang, Wang, Yining, Mingzhe Chen +11 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Robotics and Automated Systems #Topic Modeling
22. Knowledge Base Enabled Semantic Communication: A Generative Perspective
    2023/11/21 by Jinke Ren, Ren, Jinke, Zezhong Zhang +11 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #DNA and Biological Computing #Robotics and Automated Systems
23. Reinforcement Learning With LLMs Interaction For Distributed Diffusion Model Services
    2023/11/18 by Hongyang Du, Du, Hongyang, Ruichen Zhang +13 · 7 citations
    Computer Science · Business, Management and Accounting · #Recommender Systems and Techniques #FinTech, Crowdfunding, Digital Finance
24. HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
    2023/03/05 by Yujian Zheng, Zheng, Yujian, Zirong Jin +11 · 5 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 #Image Enhancement Techniques
25. Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems
    2024/03/18 by Shicong Liu, Liu, Shicong, Xianghao Yu +9 · 7 citations
    Engineering · #Advanced MIMO Systems Optimization #Electromagnetic Compatibility and Measurements #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
26. Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
    2021/04/04 by Sihua Wang, Wang, Sihua, Mingzhe Chen +11 · 3 citations
    Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
27. Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm
    2024/04/01 by Zhonghao Lyu, Yuchen Li, Lyu, Zhonghao +9 · 6 citations
    Computer Science · #Online Learning and Analytics
28. MetaLoc: Learning to Learn Wireless Localization
    2022/11/08 by Jun Gao, Dongze Wu, Gao, Jun +9 · 4 citations
    Computer Science · Engineering · Environmental Science · #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #Soil Moisture and Remote Sensing #Speech and Audio Processing #Systems and Control (eess.SY) #electronic engineering #information engineering
29. Convergence Time Optimization for Federated Learning over Wireless Networks
    2020/01/22 by Mingzhe Chen, Chen, Mingzhe, H. Vincent Poor +5 · 6 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
30. Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation
    2021/12/22 by Yan Xu, Zhihao Yuan, Yan, Xu +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
31. Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds
    2022/03/03 by Chaoda Zheng, Zheng, Chaoda, Yan Xu +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Face recognition and analysis #Video Surveillance and Tracking Methods
32. Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
    2020/03/19 by Sihua Wang, Wang, Sihua, Mingzhe Chen +11 · 2 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Energy Harvesting in Wireless Networks #Opportunistic and Delay-Tolerant Networks
33. MVImgNet2.0: A Larger-scale Dataset of Multi-view Images
    2024/11/19 by Xiaoguang Han, Yushuang Wu, Luyue Shi +7 · 1 voice · 4 citations
    Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging
34. VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving
    2024/11/22 by Haiming Zhang, Zhang, Haiming, Wending Zhou +17 · 5 citations
    Computer Science · #Robotic Path Planning Algorithms
35. Leveraging A Variety of Anchors in Cellular Network for Ubiquitous Sensing
    2024/03/26 by Liang Liu, Shuowen Zhang, Liu, Liang +3 · 5 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #IoT-based Smart Home Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
36. DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
    2025/03/14 by Hongbin Lin, Lin, Hongbin, Zilu Guo +13 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
37. An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training
    2024/12/18 by Haiming Zhang, Ying Xue, Zhang, Haiming +15 · 4 citations
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
38. Over-the-Air Computation in OFDM Systems with Imperfect Channel State Information
    2023/07/07 by Yilong Chen, Huijun Xing, Chen, Yilong +7 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Advanced Wireless Network Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
39. MOC-RVQ: Multilevel Codebook-Assisted Digital Generative Semantic Communication
    2024/01/02 by Yingbin Zhou, Zhou, Yingbin, Yaping Sun +13 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Image Processing Techniques and Applications
40. Scalable Federated Unlearning via Isolated and Coded Sharding
    2024/01/29 by Yijing Lin, Zhipeng Gao, Lin, Yijing +11 · 2 citations
    Computer Science · Neuroscience · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Cryptography and Security (cs.CR) #Digital Filter Design and Implementation #FOS: Computer and information sciences #Machine Learning (cs.LG)
41. Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
    2024/02/29 by Guangyi Liu, Liu, Guangyi, Yu Wang +21 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
42. Scalable Learning Paradigms for Data-Driven Wireless Communication
    2020/03/01 by Yue Xu, Feng Yin, Xu, Yue +9 · 1 citation
    Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI) #Wireless Body Area Networks
43. PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds
    2022/02/22 by Yushuang Wu, Wu, Yushuang, Zizheng Yan +11 · 1 citation
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
44. Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
    2024/03/18 by Yuqi Zhang, Zhang, Yuqi, Guanying Chen +5 · 2 citations
    Engineering · Environmental Science · #Urban Design and Spatial Analysis #Automated Road and Building Extraction #Remote Sensing and LiDAR Applications
45. BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations
    2022/12/07 by Jun Wei, Yiwen Hu, Wei, Jun +9 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
46. Benchmarking the Robustness of LiDAR Semantic Segmentation Models
    2023/01/03 by Yan Xu, Chaoda Zheng, Yan, Xu +8 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
47. Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
    2022/08/07 by Zezhong Zhang, Zhang, Zezhong, Guangxu Zhu +3 · 1 citation
    Computer Science · Engineering · #Cognitive Radio Networks and Spectrum Sensing #Advanced MIMO Systems Optimization #Indoor and Outdoor Localization Technologies
48. Energy-Efficient MIMO Integrated Sensing and Communications with On-off Non-transmission Power
    2023/06/27 by Guanlin Wu, Yuan Fang, Wu, Guanlin +7 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
49. YONA: You Only Need One Adjacent Reference-frame for Accurate and Fast Video Polyp Detection
    2023/06/06 by Yuncheng Jiang, Zixun Zhang, Jiang, Yuncheng +9 · 1 citation
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
50. ECC-PolypDet: Enhanced CenterNet with Contrastive Learning for Automatic Polyp Detection
    2024/01/10 by Yuncheng Jiang, Zixun Zhang, Jiang, Yuncheng +15 · 1 citation
    Medicine · Computer Science · #Colorectal Cancer Screening and Detection #COVID-19 diagnosis using AI #Image Retrieval and Classification Techniques
51. Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study
    2023/09/03 by Yinqiu Liu, Liu, Yinqiu, Hongyang Du +11 · 1 citation
    Engineering · #Advanced Data and IoT Technologies #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
52. Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
    2025/06/16 by Yueru Luo, Luo, Yueru, Changqing Zhou +12 · 2 citations
    #cs.CV
53. SA-GS: Semantic-Aware Gaussian Splatting for Large Scene Reconstruction with Geometry Constrain
    2024/05/27 by Butian Xiong, Xiaoyu Ye, Xiong, Butian +9 · 1 citation
    Computer Science · Medicine · Engineering · #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Medical Imaging and Analysis
54. DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation
    2024/06/23 by Yueru Luo, Shuguang Cui, Luo, Yueru +3 · 1 citation
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Advanced Vision and Imaging
55. Integrated Sensing, Communication, and Computation for Over-the-Air Federated Edge Learning
    2025/08/21 by Dingzhu Wen, Wen, Dingzhu, Sijing Xie +11 · 4 citations
    Computer Science · #Advanced Technologies in Various Fields #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
56. Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
    2024/12/06 by Chaoda Zheng, Feng Wang, Zheng, Chaoda +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Industrial Vision Systems and Defect Detection
57. Empowering Large Language Models with 3D Situation Awareness
    2025/03/29 by Yuan, Zhihao, Jinke Ren, Peng, Yibo +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
58. One Rewrite to Fix Them All? Type-Aware Repair Allocation for Text-to-Image Prompt Optimization
    2026/07/21 by Haoyue Liu, Xiaoyu Ma, Ye Chen +2
    #cs.AI