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Han Yu

  1. Qwen Technical Report
    2023/09/28 by Jinze Bai, Shuai Bai, Bai, Jinze +91 · 794 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Advances and Open Problems in Federated Learning
    2019/12/10 by Peter Kairouz, H. Brendan McMahan, Kairouz, Peter +115 · 461 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Towards Out-Of-Distribution Generalization: A Survey
    2021/08/31 by Jiashuo Liu, Liu, Jiashuo, Zheyan Shen +11 · 58 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  4. Threats to Federated Learning: A Survey
    2020/03/04 by Lingjuan Lyu, Han Yu, Lyu, Lingjuan +3 · 23 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  5. Privacy and Robustness in Federated Learning: Attacks and Defenses
    2020/12/07 by Lingjuan Lyu, Lyu, Lingjuan, Han Yu +13 · 17 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  6. GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning
    2021/09/05 by Zelei Liu, Liu, Zelei, Yuanyuan Chen +7 · 12 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  7. Advances and Open Challenges in Federated Foundation Models
    2024/04/23 by Chao Ren, Ren, Chao, Han Yu +20 · 19 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  8. Efficient RLHF: Reducing the Memory Usage of PPO
    2023/09/01 by Michael Santacroce, Santacroce, Michael, Yadong Lu +7 · 1 voice · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  9. Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach
    2019/05/16 by Jiawen Kang, Zehui Xiong, Kang, Jiawen +9 · 12 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Privacy, Security, and Data Protection
  10. Visual Domain Adaptation with Manifold Embedded Distribution Alignment
    2018/07/19 by Jindong Wang, Wang, Jindong, Wenjie Feng +9 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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. NICO++: Towards Better Benchmarking for Domain Generalization
    2022/04/17 by Xingxuan Zhang, Zhang, Xingxuan, Yue He +9 · 8 citations
    Computer Science · #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 #Topic Modeling
  12. FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
    2020/01/17 by Yang Liu, Liu, Yang, Anbu Huang +17 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Advanced Neural Network Applications
  13. FedCoin: A Peer-to-Peer Payment System for Federated Learning
    2020/02/26 by Yuan Liu, Shuai Sun, Liu, Yuan +9 · 8 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security #Mobile Crowdsensing and Crowdsourcing
  14. FedGH: Heterogeneous Federated Learning with Generalized Global Header
    2023/03/23 by Liping Yi, Yi, Liping, Gang Wang +7 · 7 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  15. Byzantine-resilient Decentralized Stochastic Gradient Descent
    2020/02/20 by Shangwei Guo, Tianwei Zhang, Guo, Shangwei +11 · 4 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  16. Mixture-of-LoRAs: An Efficient Multitask Tuning for Large Language Models
    2024/03/06 by Wenfeng Feng, Chuzhan Hao, Feng, Wenfeng +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  17. Fairness-Aware Client Selection for Federated Learning
    2023/07/20 by Yuxin Shi, Shi, Yuxin, Zelei Liu +5 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security #Stochastic Gradient Optimization Techniques
  18. Rational points near self-similar sets
    2021/01/14 by Han Yu, Yu, Han · 3 citations
    Mathematics · #Mathematical Dynamics and Fractals #Advanced Topology and Set Theory #Analytic Number Theory Research
  19. Federated Model Heterogeneous Matryoshka Representation Learning
    2024/06/01 by Liping Yi, Yi, Liping, Han Yu +9 · 6 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
  20. On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey
    2022/11/06 by Xu Guo, Han Yu, Guo, Xu +1 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  21. Easy Transfer Learning By Exploiting Intra-domain Structures
    2019/04/02 by Jindong Wang, Yiqiang Chen, Wang, Jindong +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  22. Stable Learning via Sparse Variable Independence
    2022/12/02 by Han Yu, Yu, Han, Peng Cui +11 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  23. AI-Empowered Persuasive Video Generation: A Survey
    2021/12/17 by Chang Liu, Han Yu, Liu, Chang +1 · 2 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Human Motion and Animation
  24. Counting rationals and diophantine approximation in missing-digit Cantor sets
    2024/02/28 by Sam Chow, Chow, Sam, Péter P. Varjú +3 · 3 citations
    Computer Science · Mathematics · #11J83 (primary) #28A78 #28A80 #42A16 (secondary) #Computability, Logic, AI Algorithms #FOS: Mathematics #Mathematical Dynamics and Fractals #Number Theory (math.NT)
  25. Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning
    2022/09/21 by Xiaoli Tang, Han Yu, Tang, Xiaoli +1 · 2 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  26. Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
    2024/10/25 by Mengmeng Chen, Xiaohu Wu, Chen, Mengmeng +13 · 4 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  27. FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
    2023/02/21 by Anran Li, Hongyi Peng, Li, Anran +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks
  28. Adaptive Resource Allocation in Quantum Key Distribution (QKD) for Federated Learning
    2022/08/24 by Rakpong Kaewpuang, Kaewpuang, Rakpong, Minrui Xu +9 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
  29. There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training
    2025/10/14 by Jiachen Lei, Lei, Jiachen, K. Y. Liu +11 · 8 citations
    Computer Science · #Medical Image Segmentation Techniques #Computer Graphics and Visualization Techniques #Image Processing and 3D Reconstruction
  30. FOCUS: Dealing with Label Quality Disparity in Federated Learning
    2020/01/29 by Yiqiang Chen, Chen, Yiqiang, Xiaodong Yang +9 · 2 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  31. Control of cyberphysical systems using passivity and dissipativity based methods
    2013/09/01 by Panos J. Antsaklis, Bill Goodwine, Vijay Gupta +6 · 1 citation
  32. Ten Challenging Problems in Federated Foundation Models
    2025/02/14 by Tao Fan, Hanlin Gu, Fan, Tao +61 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
  33. LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence
    2025/09/03 by Xingxuan Zhang, Zhang, Xingxuan, Gang Ren +72 · 10 citations
    Computer Science · #Machine Learning and Data Classification #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI)
  34. A VCG-based Fair Incentive Mechanism for Federated Learning
    2020/08/15 by Mingshu Cong, Cong, Mingshu, Han Yu +9 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Cryptography and Data Security #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  35. pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing
    2023/11/12 by Liping Yi, Han Yu, Yi, Liping +5 · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  36. Intelligent Agents for Auction-based Federated Learning: A Survey
    2024/04/20 by Xiaoli Tang, Tang, Xiaoli, Han Yu +5 · 2 citations
    Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security #Auction Theory and Applications
  37. Intelligent Online Selling Point Extraction for E-Commerce Recommendation
    2021/12/16 by Xiaojie Guo, Guo, Xiaojie, Shugen Wang +19 · 1 citation
    Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Web Data Mining and Analysis
  38. MarS-FL: Enabling Competitors to Collaborate in Federated Learning
    2021/10/26 by Xiaohu Wu, Wu, Xiaohu, Han Yu +1 · 1 citation
    Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  39. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    2023/12/14 by Liping Yi, Yi, Liping, Han Yu +9 · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  40. Decision Transformer for IRS-Assisted Systems with Diffusion-Driven Generative Channels
    2024/06/28 by Jie Zhang, Jun Li, Zhang, Jie +9 · 2 citations
    Computer Science · #FOS: Electrical engineering #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
  41. Towards Interpretable Federated Learning
    2023/02/27 by Anran Li, Li, Anran, Rui Liu +9 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data
  42. aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing
    2024/10/17 by Siyuan Jiang, Jia Li, Jiang, Siyuan +21 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  43. Designing Socially Intelligent Virtual Companions
    2014/11/26 by Han Yu, Yu, Han, Zhiqi Shen +5 · 2 citations
    Computer Science · Psychology · #AI in Service Interactions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Psychological and Educational Research Studies #Social Robot Interaction and HRI
  44. AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis
    2024/05/17 by Han Yu, Yu, Han, Peikun Guo +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  45. Simultaneous and multiplicative Diophantine approximation on missing-digit fractals
    2024/12/16 by Sam Chow, Han Yu, Chow, Sam +1 · 1 citation
    Mathematics · Physics and Astronomy · #11J83 (primary) #28A80 #42B05 (secondary) #Advanced Mathematical Theories and Applications #Dynamical Systems (math.DS) #FOS: Mathematics #Mathematical Dynamics and Fractals #Number Theory (math.NT) #advanced mathematical theories
  46. GAQAT: gradient-adaptive quantization-aware training for domain generalization
    2024/12/07 by Jiacheng Jiang, Jiang, Jiacheng, Yuan Meng +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
  47. Extreme-RGMT: Continual Learning of Highly Dynamic Skills for Robust Generalist Humanoid Control
    2026/07/22 by Yubiao Ma, Han Yu, Kai Guo +5
    #cs.RO