Bingsheng He
- Federated Learning on Non-IID Data Silos: An Experimental Study
2021/02/03 by Qinbin Li, Li, Qinbin, Yiqun Diao +5 · 53 citations
Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
2014/10/16 by Caihua Chen, Bingsheng He, Yinyu Ye +1 · 43 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Direction-of-Arrival Estimation Techniques #Structural Health Monitoring Techniques
- A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
2023/04/01 by Qinbin Li, Zeyi Wen, Zhaomin Wu +5 · 15 citations
- Practical One-Shot Federated Learning for Cross-Silo Setting
2020/10/02 by Qinbin Li, Bingsheng He, Li, Qinbin +3 · 8 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection
- JudgeLRM: Large Reasoning Models as a Judge
2025/03/31 by Nuo Chen, Chen, Nuo, Zhiyuan Hu +11 · 25 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs
2024/08/19 by Qian Wang, Wang, Qian, Tianyu Wang +9 · 13 citations
Computer Science · #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
- LLM-PBE: Assessing Data Privacy in Large Language Models
2024/08/23 by Qinbin Li, Li, Qinbin, Junyuan Hong +23 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- On the Convergence of Primal-Dual Hybrid Gradient Algorithm
2014/01/01 by Bingsheng He, Yanfei You, Xiaoming Yuan · 1 voice · 2 citations
Computer Science · Engineering · Mathematics · #Medical Image Segmentation Techniques #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
- A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
2023/08/26 by Zemin Liu, Yuan Li, Liu, Zemin +9 · 5 citations
Computer Science · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Electricity Theft Detection Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions
2020/10/09 by Haikun Liu, Di Chen, Liu, Haikun +11 · 2 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Memory and Neural Computing #B.3 #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT
2023/10/18 by Zhen Zhang, Bingqiao Luo, Zhang, Zhen +5 · 3 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Caching and Content Delivery #Complex Network Analysis Techniques #FOS: Computer and information sciences
- Kernelet: High-Throughput GPU Kernel Executions with Dynamic Slicing and Scheduling
2013/03/21 by Jianlong Zhong, Bingsheng He, Zhong, Jianlong +1 · 1 citation
Computer Science · #Parallel Computing and Optimization Techniques #Cloud Computing and Resource Management #Advanced Data Storage Technologies
- LLM-based Human Simulations Have Not Yet Been Reliable
2025/01/15 by Qian Wang, Wang, Qian, Jiaying Wu +13 · 5 citations
Engineering · Psychology · #Computation and Language (cs.CL) #Engineering Technology and Methodologies #FOS: Computer and information sciences #Human-Automation Interaction and Safety
- Practical Federated Gradient Boosting Decision Trees
2019/11/11 by Qinbin Li, Zeyi Wen, Li, Qinbin +3 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
- Exploiting Label Skews in Federated Learning with Model Concatenation
2023/12/11 by Yiqun Diao, Diao, Yiqun, Qinbin Li +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network
2020/10/24 by Zining Zhang, Bingsheng He, Zhang, Zining +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- ThunderRW: An In-Memory Graph Random Walk Engine (Complete Version)
2021/07/26 by Shixuan Sun, Yuhang Chen, Sun, Shixuan +7 · 1 citation
Computer Science · #Graph Theory and Algorithms #Caching and Content Delivery #Advanced Graph Neural Networks
- Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump
2022/04/21 by Sihao Hu, Hu, Sihao, Zhen Zhang +7 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Blockchain Technology Applications and Security #Big Data and Digital Economy #Complex Systems and Time Series Analysis
- An In-Depth Study of Continuous Subgraph Matching (Complete Version)
2022/03/14 by Xibo Sun, Shixuan Sun, Sun, Xibo +5 · 1 citation
Computer Science · #Graph Theory and Algorithms #Caching and Content Delivery #Network Packet Processing and Optimization
- A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
2025/03/12 by Zemin Liu, Li Yuan, Yuan Li +4 · 3 citations
Computer Science · #Imbalanced Data Classification Techniques #Spam and Phishing Detection #Text and Document Classification Technologies
- Effective and Efficient Federated Tree Learning on Hybrid Data
2023/10/18 by Qinbin Li, Li, Qinbin, Chulin Xie +13 · 1 citation
Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- From ChatGPT to DeepSeek: Can LLMs Simulate Humanity?
2025/02/25 by Qian Wang, Wang, Qian, Zihao Tang +3 · 2 citations
Medicine · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #FOS: Computer and information sciences
- Partitioning Message Passing for Graph Fraud Detection
2024/11/16 by Wei Zhuo, Zemin Liu, Zhuo, Wei +11 · 2 citations
Computer Science · #Graph Labeling and Dimension Problems #Advanced Graph Theory Research #Complexity and Algorithms in Graphs
- Model-based Large Language Model Customization as Service
2024/10/14 by Zhaomin Wu, Wu, Zhaomin, Jizhou Guo +9 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Topic Modeling
- Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation
2024/07/09 by Meihan Liu, Zhen Zhang, Liu, Meihan +9 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Online Learning and Analytics
- Federated Data-Efficient Instruction Tuning for Large Language Models
2024/10/14 by Zhen Qin, Qin, Zhen, Zhaohui Wu +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Blurred Encoding for Trajectory Representation Learning
2025/11/12 by Silin Zhou, Zhou, Silin, Yao Chen +9 · 2 citations
Computer Science · Engineering · #Automated Road and Building Extraction #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques