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Wang, Shiyu

  1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
    DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
    2025/01/22 by DeepSeek-AI, Daya Guo, Dejian Yang +404 · 93 voices · 1882 citations
    Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
  2. DeepSeek-V3 Technical Report
    2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 7 citations
    Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
  3. iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
    2023/10/10 by Yong Liu, Liu, Yong, Tengge Hu +11 · 1 voice · 188 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Neural Networks and Applications #Stock Market Forecasting Methods
  4. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
    2024/05/07 by DeepSeek-AI, Aixin Liu, Liu, Aixin +310 · 5 voices · 264 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
  5. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
    2024/01/05 by DeepSeek-AI, Xiao Bi, : +178 · 2 voices · 125 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  6. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
    2023/10/03 by Jin, Ming, Wang, Shiyu, Ma, Lintao +8 · 123 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
    2024/05/23 by Shiyu Wang, Haixu Wu, Wang, Shiyu +13 · 87 citations
    Computer Science · Economics, Econometrics and Finance · #Time Series Analysis and Forecasting #Complex Systems and Time Series Analysis #Neural Networks and Applications
  8. Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
    2024/09/24 by Xiaoming Shi, Shi, Xiaoming, Shiyu Wang +11 · 92 citations
    Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting
  9. TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
    2024/10/21 by Shiyu Wang, Jiawei Li, Wang, Shiyu +14 · 39 citations
    Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications
  10. APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
    2025/04/04 by Akshara Prabhakar, Zuxin Liu, Prabhakar, Akshara +27 · 47 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  11. Quantum Computational Advantage via 60-Qubit 24-Cycle Random Circuit Sampling
    2021/09/08 by Qingling Zhu, Sirui Cao, Zhu, Qingling +103 · 12 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
  12. Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
    2024/08/26 by Wei An, An, Wei, Xiao Bi +107 · 2 voices · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.AI #cs.DC
  13. DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
    2025/12/02 by DeepSeek-AI, Liu, Aixin, Mei, Aoxue +260 · 44 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Fast multiplexed superconducting qubit readout with intrinsic Purcell filtering
    2024/09/08 by Spring, Peter A., Milanovic, Luka, Sunada, Yoshiki +4 · 13 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  15. Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models
    2024/01/01 by Guangji Bai, Bai, Guangji, Zheng Chai +24 · 9 citations
    Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
  16. A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises
    2023/06/07 by Hejie Cui, Jiaying Lu, Cui, Hejie +26 · 5 citations
    Computer Science · Health Professions · #68T09 #68T30 #68T50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #J.3 #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  17. Intelligent Virtual Assistants with LLM-based Process Automation
    2023/12/04 by Yanchu Guan, Guan, Yanchu, Dong Wang +15 · 4 citations
    Computer Science · Business, Management and Accounting · Engineering · #AI in Service Interactions #Business Process Modeling and Analysis #Robotic Process Automation Applications
  18. Logical Magic State Preparation with Fidelity Beyond the Distillation Threshold on a Superconducting Quantum Processor
    2023/05/25 by Yangsen Ye, Tan He, Ye, Yangsen +73 · 3 citations
    Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
  19. MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
    2025/07/17 by Zhiwei Liu, Liu, Zhiwei, Jielin Qiu +21 · 15 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Time Series Analysis and Forecasting
  20. How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook
    2025/03/14 by Haoxin Liu, Harshavardhan Kamarthi, Liu, Haoxin +14 · 8 citations
    Computer Science · #Time Series Analysis and Forecasting #Data Visualization and Analytics #Advanced Text Analysis Techniques
  21. UFT: Unifying Fine-Tuning of SFT and RLHF/DPO/UNA through a Generalized Implicit Reward Function
    2024/10/28 by Wang, Zhichao, Bi, Bin, Zhu, Zixu +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Selective Excitation of Superconducting Qubits with a Shared Control Line through Pulse Shaping
    2025/01/18 by Ryutaro Ohira, Matsuda, Ryo, Ohira, Ryutaro +27 · 3 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
  23. TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation
    2025/02/20 by Ni, Juntong, Liu, Zewen, Wang, Shiyu +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. 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
  25. Text2Data: Low-Resource Data Generation with Textual Control
    2024/02/08 by Shiyu Wang, Wang, Shiyu, Yihao Feng +15 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  26. Superconducting qubit readout enhanced by path signature
    2024/02/14 by Shuxiang Cao, Cao, Shuxiang, Zhen Shao +21 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
  27. Deep Learning-Based CKM Construction with Image Super-Resolution
    2024/10/28 by Shiyu Wang, Xiaoli Xu, Wang, Shiyu +3 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Medical Imaging and Analysis #Signal Processing (eess.SP) #electronic engineering #information engineering
  28. Structural Disentanglement of Causal and Correlated Concepts
    2024/05/25 by Qilong Zhao, Zhao, Qilong, Shiyu Wang +11 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning
    2025/03/11 by Wang, Qi, Zhang, Zhipeng, Xie, Baao +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
    2024/10/07 by Li, Yamin, Lou, Ange, Xu, Ziyuan +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  31. TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
    2025/09/29 by Guan, Tong, Meng, Zijie, Li, Dianqi +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Language-Model Prior Overcomes Cold-Start Items
    2024/11/13 by Wang, Shiyu, Ding, Hao, Gu, Yupeng +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)