Zhang, Haowei
- 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 · 1689 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- BioXP-0.5B: Explainable Medical-AI via RL-GRPO
2024/02/05 by Zhihong Shao, Peiyi Wang, Shao, Zhihong +20 · 17 voices · 2047 citations
Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- DeepSeek-V3 Technical Report
2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +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, Liu, Aixin +310 · 5 voices · 244 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
2024/12/13 by Zhiyu Wu, Xiaokang Chen, Wu, Zhiyu +51 · 3 voices · 140 citations
Computer Science · #cs.CV #cs.AI #cs.CL
- DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
2024/01/05 by DeepSeek-AI, :, Xiao Guo Bi +170 · 111 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation
2024/11/12 by Yiyang Ma, Ma, Yiyang, Xingchao Liu +24 · 39 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
2025/01/21 by Yilun Zhao, Zhao, Yilun, Xie, Lujing +34 · 35 citations
Medicine · #Artificial Intelligence (cs.AI) #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiology practices and education
- Boreas: A Multi-Season Autonomous Driving Dataset
2022/03/18 by Keenan Burnett, David J. Yoon, Burnett, Keenan +21 · 7 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025/12/02 by DeepSeek-AI, Liu, Aixin, Mei, Aoxue +260 · 36 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
2020/10/27 by Jiawei Shao, Haowei Zhang, Shao, Jiawei +5 · 4 citations
Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Distributed #FOS: Computer and information sciences #Parallel #Remote Sensing and LiDAR Applications #and Cluster Computing (cs.DC)
- Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios
2023/05/24 by Zhao, Yilun, Zhang, Haowei, Si, Shengyun +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
2024/08/26 by An, Wei, Bi, Xiao, Chen, Guanting +49 · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Unsupervised Learning of Lidar Features for Use in a Probabilistic Trajectory Estimator
2021/02/22 by Yoon, David J., Zhang, Haowei, Gridseth, Mona +2 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)
- RoboChallenge: Large-scale Real-robot Evaluation of Embodied Policies
2025/10/20 by Adina Yakefu, Yakefu, Adina, Bin Xie +66 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
- Visual Question Decomposition on Multimodal Large Language Models
2024/09/28 by Haowei Zhang, Zhang, Haowei, Jianzhe Liu +13 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization