Sheng Zhou
- Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems
2019/04/01 by Yuxuan Sun, Xueying Guo, Jinhui Song +4 · 11 citations
Computer Science · Decision Sciences · #Age of Information Optimization #Advanced Bandit Algorithms Research #IoT and Edge/Fog Computing
- Urgency of Information for Context-Aware Timely Status Updates in Remote Control Systems
2020/02/19 by Xi Zheng, Sheng Zhou, Zheng, Xi +3 · 7 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
- EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
2025/02/11 by Sheng Zhou, Zhou, Sheng, Junbin Xiao +15 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
- A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
2022/06/15 by Sheng Zhou, Hongjia Xu, Zhou, Sheng +17 · 6 citations
Computer Science · #Text and Document Classification Technologies #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
- Multi-user Co-inference with Batch Processing Capable Edge Server
2022/06/03 by Wenqi Shi, Shi, Wenqi, Sheng Zhou +7 · 5 citations
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints
2022/01/01 by Yuxuan Sun, Sheng Zhou, Zhisheng Niu +1 · 4 citations
- Popularity Bias Is Not Always Evil: Disentangling Benign and Harmful Bias for Recommendation
2021/09/16 by Zihao Zhao, Jiawei Chen, Zhao, Zihao +11 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Advances in metal–organic framework-based membranes
2022/01/01 by Youdong Cheng, Shuvo Jit Datta, Sheng Zhou +3 · 3 citations
Chemistry · Engineering · Materials Science · #Covalent Organic Framework Applications #Membrane Separation and Gas Transport #Metal-Organic Frameworks: Synthesis and Applications
- Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints
2021/05/31 by Yuxuan Sun, Sheng Zhou, Sun, Yuxuan +5 · 4 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Status from a Random Field: How Densely Should One Update?
2019/01/16 by Zhiyuan Jiang, Sheng Zhou, Jiang, Zhiyuan +1 · 2 citations
Computer Science · Physics and Astronomy · #Age of Information Optimization #Distributed Sensor Networks and Detection Algorithms #Atomic and Subatomic Physics Research
- Closed-Form Analysis of Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitter
2019/06/01 by Xi Zheng, Sheng Zhou, Zheng, Xi +5 · 2 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI)
- DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
2024/09/29 by Ruiqing Mao, Mao, Ruiqing, Haotian Wu +13 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks and Applications
- Asymmetric pore windows in MOF membranes for natural gas valorization
2022/06/22 by Sheng Zhou, Osama Shekhah, Adrián Ramírez +14 · 2 citations
Chemistry · Engineering · #Inorganic Fluorides and Related Compounds #Membrane Separation and Gas Transport #Metal-Organic Frameworks: Synthesis and Applications
- CDR: Conservative Doubly Robust Learning for Debiased Recommendation
2023/08/13 by ZiJie Song, Song, ZiJie, Jiawei Chen +11 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and ELM
- Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?
2018/03/22 by Zhiyuan Jiang, Jiang, Zhiyuan, Bhaskar Krishnamachari +5 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Age of Information Optimization #Atomic and Subatomic Physics Research #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Exploiting Wireless Channel State Information Structures Beyond Linear Correlations: A Deep Learning Approach
2018/12/03 by Zhiyuan Jiang, Sheng Chen, Jiang, Zhiyuan +9 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Wireless Signal Modulation Classification
- OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation
2025/06/03 by Shengjia Zhang, Zhang, Shengjia, Junjie Wu +16 · 8 citations
Computer Science · Neuroscience · #Formal Methods in Verification #Advanced Software Engineering Methodologies #EEG and Brain-Computer Interfaces
- Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications
2019/12/25 by Ruichen Deng, Sheng Chen, Deng, Ruichen +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Distributionally Robust Graph-based Recommendation System
2024/02/20 by Bohao Wang, Wang, Bohao, Jiawei Chen +15 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems
2020/01/01 by Leibo Liu, Guiqiang Peng, Pan Wang +4 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Cooperative Communication and Network Coding
- PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
2024/10/31 by W.-C.V. Yang, Yang, Weiqin, Jiawei Chen +13 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- SAM-SP: Self-Prompting Makes SAM Great Again
2024/08/22 by Chunpeng Zhou, Zhou, Chunpeng, Kangjie Ning +9 · 2 citations
Health Professions · Medicine · #Quality and Safety in Healthcare #Healthcare Technology and Patient Monitoring
- MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks
2022/10/27 by Yuxuan Sun, Sun, Yuxuan, Bowen Xie +5 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
2024/01/18 by Tan Chen, Chen, Tan, Jintao Yan +9 · 2 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs)
- SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms
2023/01/30 by Yaodan Xu, Jingzhou Sun, Xu, Yaodan +5 · 1 citation
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks
2023/07/06 by Yuanchen Bei, Bei, Yuanchen, Hao Xu +12 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Scene-Text Grounding for Text-Based Video Question Answering
2024/09/22 by Sheng Zhou, Junbin Xiao, Zhou, Sheng +13 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
- Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
2023/12/09 by Yuanchen Bei, Bei, Yuanchen, Sheng Zhou +11 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting the Message Passing in Heterophilous Graph Neural Networks
2024/05/28 by Zhuonan Zheng, Zheng, Zhuonan, Yuanchen Bei +15 · 1 citation
Computer Science · Engineering · #Neural Networks and Applications #Advanced Graph Neural Networks #Advanced Memory and Neural Computing
- Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
2024/07/09 by Meihan Liu, Liu, Meihan, Zhen Zhang +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Online Learning and Analytics
- AoI-Delay Tradeoff in Mobile Edge Caching with Freshness-Aware Content Refreshing
2020/02/14 by Shan Zhang, Liudi Wang, Zhang, Shan +7 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Caching and Content Delivery #IoT Networks and Protocols
- Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
2024/06/25 by Jintao Yan, Yan, Jintao, Tan Chen +9 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Homophily-enhanced Structure Learning for Graph Clustering
2023/08/10 by Ming Gu, Gu, Ming, Gaoming Yang +13 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques