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Qiang Yang

  1. Large Language Models Understand and Can be Enhanced by Emotional Stimuli
    2023/07/14 by Cheng Li, Jindong Wang, Li, Cheng +15 · 24 voices · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.AI #cs.CL #cs.HC
  2. A Survey on Transfer Learning
    2009/10/16 by Sinno Jialin Pan, Qiang Yang · 395 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and Data Classification
  3. Advances and Open Problems in Federated Learning
    2019/12/10 by Peter Kairouz, Kairouz, Peter, H. Brendan McMahan +115 · 388 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. A Survey on Evaluation of Large Language Models
    2023/07/06 by Yupeng Chang, Xu Wang, Chang, Yupeng +29 · 253 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. A Survey on Multi-Task Learning
    2017/07/25 by Yu Zhang, Qiang Yang, Zhang, Yu +1 · 145 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and ELM
  6. Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
    2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 38 citations
    Computer Science · #Reinforcement Learning in Robotics
  7. A Survey on Evaluation of Large Language Models
    2024/01/23 by Yupeng Chang, Xu Wang, Jindong Wang +13 · 206 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
  8. A Survey on Multi-Task Learning
    2021/03/31 by Yu Zhang, Qiang Yang · 67 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and ELM
  9. Federated Machine Learning: Concept and Applications
    2019/02/13 by Qiang Yang, Yang Liu, Tianjian Chen +1 · 1 voice · 9 citations
    #cs.AI #cs.CR #cs.LG
  10. Federated Learning in Mobile Edge Networks: A Comprehensive Survey
    2020/01/01 by Wei Yang Bryan Lim, Nguyen Cong Luong, Dinh Thai Hoang +5 · 46 citations
    Computer Science · Engineering · #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
  11. Federated Learning in Mobile Edge Networks: A Comprehensive Survey
    2019/09/26 by Wei Yang Bryan Lim, Lim, Wei Yang Bryan, Nguyen Cong Luong +13 · 31 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Cryptography and Data Security
  12. Domain Adaptation via Transfer Component Analysis
    2010/11/23 by Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok +1 · 19 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Speech and Audio Processing
  13. SecureBoost: A Lossless Federated Learning Framework
    2019/01/25 by Kewei Cheng, Cheng, Kewei, Tao Fan +11 · 33 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  14. FedML: A Research Library and Benchmark for Federated Machine Learning
    2020/07/27 by Chaoyang He, He, Chaoyang, Songze Li +34 · 35 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
  15. Threats to Federated Learning: A Survey
    2020/03/04 by Lingjuan Lyu, Lyu, Lingjuan, Han Yu +3 · 21 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
  16. Graph Random Neural Network for Semi-Supervised Learning on Graphs
    2020/05/22 by Wenzheng Feng, Jie Zhang, Feng, Wenzheng +15 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
  17. Privacy and Robustness in Federated Learning: Attacks and Defenses
    2020/12/07 by Lingjuan Lyu, Lyu, Lingjuan, Han Yu +13 · 12 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
  18. Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks
    2017/02/20 by Chunjie Luo, Jianfeng Zhan, Luo, Chunjie +5 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
  19. Multi-Task Learning in Natural Language Processing: An Overview
    2021/09/19 by Shijie Chen, Yu Zhang, Chen, Shijie +3 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Advances and Open Challenges in Federated Foundation Models
    2024/04/23 by Chao Ren, Han Yu, Ren, Chao +20 · 15 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
  21. Federated Deep Reinforcement Learning
    2019/01/24 by Hankz Hankui Zhuo, Wenfeng Feng, Zhuo, Hankz Hankui +7 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Transportation and Mobility Innovations
  22. 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
  23. Vertical Federated Learning: Concepts, Advances, and Challenges
    2024/07/01 by Yang Liu, Yan Kang, Tianyuan Zou +6 · 11 citations
  24. A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling Technologies,and Challenges
    2022/03/10 by Minrui Xu, Wei Chong Ng, Xu, Minrui +15 · 5 citations
    Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Image and Video Quality Assessment #Networking and Internet Architecture (cs.NI) #Virtual Reality Applications and Impacts #Visual Attention and Saliency Detection
  25. FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
    2023/10/16 by Tao Fan, Yan Kang, Fan, Tao +11 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
  26. Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack
    2021/02/08 by Ding Sheng Ong, Chee Seng Chan, Ong, Ding Sheng +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  27. Partially Observable Markov Decision Process for Recommender Systems
    2016/08/28 by Zhongqi Lu, Lu, Zhongqi, Qiang Yang +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  28. FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model
    2022/11/14 by Shuo Shao, Wenyuan Yang, Shao, Shuo +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. AutoCross: Automatic Feature Crossing for Tabular Data in Real-World Applications
    2019/04/29 by Yuanfei Luo, Mengshuo Wang, Luo, Yuanfei +13 · 2 citations
    Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  30. Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting
    2019/05/27 by Geng Xu, Xiyu Wu, Geng, Xu +9 · 2 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
  31. Grounding Foundation Models through Federated Transfer Learning: A General Framework
    2023/11/29 by Yan Kang, Kang, Yan, Tao Fan +8 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
  32. Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
    2024/09/02 by Jinglin Liang, Liang, Jinglin, Jin Zhong +15 · 6 citations
    Computer Science · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
  33. FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features
    2022/01/01 by Yang Liu, Xinwei Zhang, Yan Kang +4 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks
  34. A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning
    2022/08/18 by Yuanqin He, He, Yuanqin, Yan Kang +9 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  35. Trading Off Privacy, Utility and Efficiency in Federated Learning
    2022/09/01 by Xiaojin Zhang, Yan Kang, Zhang, Xiaojin +7 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #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)
  36. The Good, The Bad, and Why: Unveiling Emotions in Generative AI
    2023/12/18 by Cheng Li, Li, Cheng, Jindong Wang +17 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Language and cultural evolution #Topic Modeling
  37. Federated Learning without Full Labels: A Survey
    2023/03/25 by Yilun Jin, Yang Liu, Jin, Yilun +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  38. No Free Lunch Theorem for Security and Utility in Federated Learning
    2022/03/11 by Xiaojin Zhang, Zhang, Xiaojin, Hanlin Gu +7 · 2 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  39. Bike Flow Prediction with Multi-Graph Convolutional Networks
    2018/07/28 by Di Chai, Leye Wang, Chai, Di +3 · 1 citation
    Social Sciences · Environmental Science · #Urban Transport and Accessibility #Smart Materials for Construction #Urban Stormwater Management Solutions
  40. 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)
  41. Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization
    2024/01/17 by Wang Lu, Lu Wang, Jindong Wang +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Data Stream Mining Techniques
  42. GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development
    2025/03/02 by Leming Shen, Qiang Yang, Shen, Leming +7 · 5 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Parallel Computing and Optimization Techniques #Distributed and Parallel Computing Systems
  43. Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
    2021/12/10 by Yang Liu, Liu, Yang, Tianyuan Zou +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  44. A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
    2022/09/08 by Yan Kang, Kang, Yan, Jiahuan Luo +9 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data
  45. FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof
    2023/05/08 by Wenyuan Yang, Yang, Wenyuan, Yuguo Yin +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  46. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
    2025/06/04 by Jianqing Zhang, Zhang, Jianqing, Xinghao Wu +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  47. Noncommutative metasurfaces enabled diverse quantum path entanglement of structured photons
    2025/01/01 by Yan Wang, Yichang Shou, Jiawei Liu +5 · 1 voice · 1 citation
    Physics and Astronomy · Materials Science · Computer Science · #Orbital Angular Momentum in Optics #Metamaterials and Metasurfaces Applications #Quantum Information and Cryptography
  48. ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning
    2023/10/08 by Lu Wang, Lu, Wang, Hao Yu +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  49. Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study
    2025/05/12 by Baixuan Xu, Chunyang Li, Xu, Baixuan +14 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multi-Agent Systems and Negotiation #Speech and dialogue systems
  50. Model-based Large Language Model Customization as Service
    2024/10/14 by Zhaomin Wu, Jizhou Guo, Wu, Zhaomin +9 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Topic Modeling
  51. No Free Lunch Theorem for Privacy-Preserving LLM Inference
    2024/05/31 by Xiaojin Zhang, Zhang, Xiaojin, Yan Kang +10 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  52. Unlearning during Learning: An Efficient Federated Machine Unlearning Method
    2024/05/24 by Hanlin Gu, Gu, Hanlin, Gongxi Zhu +11 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
  53. Beyond Scaleup: Knowledge-aware Parsimony Learning from Deep Networks
    2024/06/29 by Quanming Yao, Yao, Quanming, Yongqi Zhang +9 · 1 citation
    Social Sciences · #Qualitative Comparative Analysis Research
  54. Towards Harnessing the Collaborative Power of Large and Small Models for Domain Tasks
    2025/04/24 by Yang Liu, Zhang, Kejia, Liu, Yang +22 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management
  55. Looping Is Not Reliability: State-Bound Evidence and Typed Revision Contracts for Agentic Code Repair
    2026/07/27 by Xueping Gao, Jianwei Yang, Qiang Yang
    #cs.CL #cs.AI