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Ming Jin

  1. Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
    2024/09/24 by Xiaoming Shi, Shi, Xiaoming, Shiyu Wang +11 · 84 citations
    Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting
  2. Agentic Web: Weaving the Next Web with AI Agents
    2025/07/28 by Yingxuan Yang, Yang, Yingxuan, Mulei Ma +33 · 8 voices · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  3. Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
    2023/08/20 by Bilgehan Sel, Ahmad Al-Tawaha, Sel, Bilgehan +7 · 1 voice · 8 citations
    Computer Science · Decision Sciences · #cs.CL #cs.AI
  4. TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
    2024/10/21 by Shiyu Wang, Jiawei Li, Wang, Shiyu +14 · 38 citations
    Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications
  5. Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects
    2023/06/16 by Kexin Zhang, Qingsong Wen, Zhang, Kexin +19 · 12 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
  6. Adversarial Unlearning of Backdoors via Implicit Hypergradient
    2021/10/07 by Yi Zeng, Zeng, Yi, Si Chen +9 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
  7. LAVA: Data Valuation without Pre-Specified Learning Algorithms
    2023/04/28 by Hoang Anh Just, Just, Hoang Anh, Feiyang Kang +11 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  8. A Survey on Diffusion Models for Time Series and Spatio-Temporal Data
    2024/04/29 by Yiyuan Yang, Yang, Yiyuan, Ming Jin +21 · 12 citations
    Computer Science · #Time Series Analysis and Forecasting
  9. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
    2025/02/26 by Yaxuan Kong, Yiyuan Yang, Kong, Yaxuan +13 · 18 citations
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Seismology and Earthquake Studies
  10. FAS-RIS Communication: Model, Analysis, and Optimization
    2024/08/24 by Junteng Yao, Yao, Junteng, Jianchao Zheng +11 · 14 citations
    Engineering · #FOS: Electrical engineering #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition
    2021/07/16 by Hao Chen, Ming Jin, Chen, Hao +9 · 4 citations
    Medicine · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Towards Neural Scaling Laws for Time Series Foundation Models
    2024/10/16 by Chao-Han Huck Yang, Yao, Qingren, Renhe Jiang +8 · 10 citations
    Computer Science · #Neural Networks and Applications
  13. InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
    2024/06/17 by Mohammad Beigi, Beigi, Mohammad, Ying Shen +17 · 7 citations
    Engineering · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods #Statistical Methods and Inference
  14. Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study
    2023/09/29 by Myeongseob Ko, Ming Jin, Ko, Myeongseob +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  15. Social Game for Building Energy Efficiency: Utility Learning, Simulation, and Analysis
    2014/07/02 by Ioannis C. Konstantakopoulos, Lillian J. Ratliff, Konstantakopoulos, Ioannis C. +7 · 2 citations
    Energy · Engineering · #Building Energy and Comfort Optimization #Computer Science and Game Theory (cs.GT) #Energy Efficiency and Management #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Smart Grid Energy Management
  16. Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation
    2024/05/02 by Shangding Gu, Gu, Shangding, Bilgehan Sel +11 · 5 citations
    Engineering · Health Professions · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Safety Systems Engineering in Autonomy
  17. DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
    2024/08/13 by Dongyuan Li, Shiyin Tan, Li, Dongyuan +11 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Graph Theory and Algorithms #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  18. Stability-certified reinforcement learning: A control-theoretic perspective
    2018/10/26 by Ming Jin, Jin, Ming, Javad Lavaei +1 · 2 citations
    Computer Science · #Adaptive Dynamic Programming Control #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values
    2024/01/11 by Yu Zheng, Huan Yee Koh, Zheng, Yu +15 · 4 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Data-Driven Disease Surveillance
  20. Fluid Antenna-Assisted Simultaneous Wireless Information and Power Transfer Systems
    2024/07/16 by Liaoshi Zhou, Junteng Yao, Zhou, Liaoshi +9 · 5 citations
    Engineering · #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #IoT-based Smart Home Systems #Signal Processing (eess.SP) #Wireless Power Transfer Systems #electronic engineering #information engineering
  21. Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
    2024/05/31 by Shangding Gu, Laixi Shi, Gu, Shangding +11 · 3 citations
    Computer Science · #Reinforcement Learning in Robotics #Anomaly Detection Techniques and Applications
  22. Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
    2025/02/27 by Shangding Gu, Gu, Shangding, Laixi Shi +13 · 6 citations
    Computer Science · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  23. HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting
    2024/01/10 by Shubao Zhao, Ming Jin, Zhao, Shubao +11 · 2 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  24. Asynchronous Holocene lake evolution in arid mid-latitude Asia is driven by glacial meltwater and variations in Westerlies and the East Asian summer monsoon
    2024/04/15 by Guoqiang Li, Xiaoyan Wang, He Yang +9 · 2 citations
    Earth and Planetary Sciences · Environmental Science · #Geology and Paleoclimatology Research #Coastal wetland ecosystem dynamics #Geological formations and processes
  25. Data-Centric Human Preference with Rationales for Direct Preference Alignment
    2024/07/19 by Hoang Anh Just, Just, Hoang Anh, Ming Jin +7 · 2 citations
    Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Data Management and Algorithms
  26. From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach
    2022/02/11 by Yu Zheng, Ming Jin, Zheng, Yu +9 · 1 citation
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
  27. Full-Duplex ISAC-Enabled D2D Underlaid Cellular Networks: Joint Transceiver Beamforming and Power Allocation
    2024/08/21 by Tao Jiang, Ming Jin, Jiang, Tao +7 · 2 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Electrical engineering #Full-Duplex Wireless Communications #Signal Processing (eess.SP) #electronic engineering #information engineering
  28. Achieving Time Series Reasoning Requires Rethinking Model Design, Tasks Formulation, and Evaluation
    2025/02/03 by Yaxuan Kong, Yiyuan Yang, Kong, Yaxuan +17 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  29. Tempo Adaptation in Non-stationary Reinforcement Learning
    2023/09/26 by Hyunin Lee, Yuhao Ding, Lee, Hyunin +9 · 1 citation
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics #Smart Grid Energy Management
  30. Rethinking Hardware Impairments in Multi-User Systems: Can FAS Make a Difference?
    2024/12/20 by Junteng Yao, Yao, Junteng, Tuo Wu +17 · 2 citations
    Computer Science · #FOS: Electrical engineering #Parallel Computing and Optimization Techniques #Real-Time Systems Scheduling #Signal Processing (eess.SP) #Software System Performance and Reliability #electronic engineering #information engineering
  31. Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models
    2024/10/26 by Mohammad Beigi, Beigi, Mohammad, Sijia Wang +20 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  32. Neural Network-Assisted Hybrid Model Based Message Passing for Parametric Holographic MIMO Near Field Channel Estimation
    2024/08/29 by Zhengdao Yuan, Yuan, Zhengdao, Yabo Guo +13 · 1 citation
    Engineering · #Full-Duplex Wireless Communications #Antenna Design and Optimization #Antenna Design and Analysis
  33. DiPT: Enhancing LLM reasoning through diversified perspective-taking
    2024/09/10 by Mahavir Dabas, Just, Hoang Anh, Lifu Huang +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  34. EventTSF: Event-Aware Non-Stationary Time Series Forecasting
    2025/08/19 by Yunfeng Ge, Ge, Yunfeng, Ming Jin +11 · 1 citation
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  35. Augmenting Minds or Automating Skills: The Differential Role of Human Capital in Generative AI's Impact on Creative Tasks
    2024/12/05 by Huang Meiling, Ming Jin, Huang, Meiling +3 · 1 citation
    Computer Science · Social Sciences · Medicine · #Explainable Artificial Intelligence (XAI) #Innovation, Sustainability, Human-Machine Systems #Artificial Intelligence in Healthcare and Education
  36. Probing Knowledge Holes in Unlearned LLMs
    2025/10/27 by Myeongseob Ko, Ko, Myeongseob, Hoang Anh Just +6 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis