Shi, Yifan
- 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 · 2152 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- 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
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025/12/02 by DeepSeek-AI, Liu, Aixin, Mei, Aoxue +260 · 46 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SWE-bench-java: A GitHub Issue Resolving Benchmark for Java
2024/08/26 by Daoguang Zan, Zhirong Huang, Zan, Daoguang +37 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #Software System Performance and Reliability
- Make Landscape Flatter in Differentially Private Federated Learning
2023/03/20 by Shi, Yifan, Liu, Yingqi, Wei, Kang +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving the Model Consistency of Decentralized Federated Learning
2023/02/08 by Yifan Shi, Li Shen, Shi, Yifan +11 · 5 citations
Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace
2018/08/22 by Murat Ali Bayır, Mingsen Xu, Bayir, Murat Ali +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques
- Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
2023/10/04 by Zihao Lin, Yan Sun, Lin, Zihao +11 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Decentralized Directed Collaboration for Personalized Federated Learning
2024/05/28 by Yingqi Liu, Liu, Yingqi, Yifan Shi +9 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy
2023/05/01 by Yifan Shi, Shi, Yifan, Wei Kang +11 · 1 citation
Computer Science · #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)
- Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training
2023/05/24 by Yifan Shi, Yingqi Liu, Shi, Yifan +11 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)