Fu, Zhe
- 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, Guo, Daya +404 · 93 voices · 1932 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-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
2024/05/07 by Aixin Liu, DeepSeek-AI, Bei Feng +310 · 5 voices · 272 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
2024/01/05 by DeepSeek-AI, Xiao Guo Bi, : +178 · 2 voices · 129 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
2025/04/30 by Z. Z. Ren, Ren, Z. Z., Zhihong Shao +33 · 4 voices · 72 citations
#cs.CL #cs.AI
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
2024/08/26 by Wei An, Xiao Bi, An, Wei +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
- 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
- Cooperative Driving for Speed Harmonization in Mixed-Traffic Environments
2023/02/15 by Zhe Fu, Fu, Zhe, Abdul Rahman Kreidieh +9 · 2 citations
Engineering · Social Sciences · #Traffic control and management #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- Traffic Control via Connected and Automated Vehicles: An Open-Road Field Experiment with 100 CAVs
2024/02/26 by Jonathan Lee, Lee, Jonathan W., Han Wang +124 · 3 citations
Engineering · #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
- Let Community Rules Be Reflected in Online Content Moderation
2024/08/21 by Wangjiaxuan Xin, Xin, Wangjiaxuan, Kanlun Wang +5 · 2 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Freedom of Expression and Defamation #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Multimedia (cs.MM) #Social Media and Politics #Social and Information Networks (cs.SI)
- More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs
2022/12/25 by Li Zhang, Zhe Fu, Zhang, Li +16 · 1 citation
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
- Towards Understanding Worldwide Cross-cultural Differences in Implicit Driving Cues: Review, Comparative Analysis, and Research Roadmap
2024/05/02 by Yongqi Dong, Dong, Yongqi, Chang Liu +5 · 1 citation
Agricultural and Biological Sciences · #Agriculture and Farm Safety #FOS: Computer and information sciences #FOS: Electrical engineering #Social and Information Networks (cs.SI) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Pareto Control Barrier Function for Inner Safe Set Maximization Under Input Constraints
2024/10/05 by Cao, Xiaoyang, Fu, Zhe, Bayen, Alexandre M. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Robotics (cs.RO)