Yuxuan Liu

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, Guo, Daya +404 · 93 voices · 1689 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, Liu, Aixin +404 · 39 voices · 7 citations
   Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
3. 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 · 244 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
4. Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures
   2025/05/14 by Chenggang Zhao, Zhao, Chenggang, Chengqi Deng +27 · 8 voices · 17 citations
   Computer Science · Decision Sciences · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Scientific Computing and Data Management
5. DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference
   2026/02/25 by Yongtong Wu, Shaoyuan Chen, Yinmin Zhong +10 · 6 voices
   Computer Science · #cs.DC
6. Qwen-AgentWorld: Language World Models for General Agents
   2026/06/23 by Yuxin Zuo, Zikai Xiao, Li Sheng +30 · 14 voices
   #cs.CL
7. 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 · 59 citations
   #cs.CL #cs.AI
8. Technology Roadmap for Flexible Sensors
   2023/03/09 by Yifei Luo, Mohammad Reza Abidian, Jong‐Hyun Ahn +97 · 15 citations
   Engineering · Computer Science · #Advanced Sensor and Energy Harvesting Materials #Green IT and Sustainability #IoT and Edge/Fog Computing
9. Towards a Foundation Model for Partial Differential Equations: Multi-Operator Learning and Extrapolation
   2024/04/18 by Jingmin Sun, Yuxuan Liu, Sun, Jingmin +5 · 12 citations
   Physics and Astronomy · #Model Reduction and Neural Networks
10. RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement
    2022/09/21 by Zhenhua Xu, Xu, Zhenhua, Yuxuan Liu +7 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graph Theory and Algorithms #Robotics (cs.RO) #Web Data Mining and Analysis
11. Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey
    2024/08/22 by Haixin Wang, Yadi Cao, Wang, Haixin +29 · 11 citations
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
12. HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition
    2024/02/24 by Yuxuan Liu, Tianchi Yang, Liu, Yuxuan +15 · 5 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
13. FusionPortableV2: A Unified Multi-Sensor Dataset for Generalized SLAM Across Diverse Platforms and Scalable Environments
    2024/04/12 by Hexiang Wei, Jianhao Jiao, Wei, Hexiang +17 · 5 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization #UAV Applications and Optimization
14. FusionPortableV2: A unified multi-sensor dataset for generalized SLAM across diverse platforms and scalable environments
    2024/12/17 by Hexiang Wei, Jianhao Jiao, Xiangcheng Hu +7 · 5 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Robotic Path Planning Algorithms #Indoor and Outdoor Localization Technologies
15. Nonlinear self-interaction induced black hole bomb
    2023/09/10 by Cheng-Yong Zhang, Zhang, Cheng-Yong, Qian Chen +8 · 3 citations
    Physics and Astronomy · #Astrophysical Phenomena and Observations #Black Holes and Theoretical Physics #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc)
16. VICON: Vision In-Context Operator Networks for Multi-Physics Fluid Dynamics Prediction
    2024/11/25 by Yadi Cao, Cao, Yadi, Yuxuan Liu +9 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
17. A comprehensive review of ultrasonic assisted extraction (UAE) for bioactive components: Principles, advantages, equipment, and combined technologies
    2023/10/12 by Lipeng Shen, Shuixiu Pang, Mingming Zhong +8 · 2 citations
    Chemical Engineering · Agricultural and Biological Sciences · #Chemical and Physical Properties in Aqueous Solutions #Essential Oils and Antimicrobial Activity #Ionic liquids properties and applications
18. Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models
    2024/03/28 by Jiaxing Chen, Chen, Jiaxing, Yuxuan Liu +12 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
19. Vision-Based Autonomous Car Racing Using Deep Imitative Reinforcement Learning
    2021/07/18 by Peide Cai, Cai, Peide, Hengli Wang +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #FOS: Electrical engineering #Reinforcement Learning in Robotics #Robotic Locomotion and Control #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
20. CenterLineDet: CenterLine Graph Detection for Road Lanes with Vehicle-mounted Sensors by Transformer for HD Map Generation
    2022/09/16 by Zhenhua Xu, Yuxuan Liu, Xu, Zhenhua +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Video Surveillance and Tracking Methods
21. Lumen: Consistent Video Relighting and Harmonious Background Replacement with Video Generative Models
    2025/08/18 by Jianshu Zeng, Zeng, Jianshu, Yuxuan Liu +15 · 4 citations
    Computer Science · #Image Enhancement Techniques #Advanced Vision and Imaging #Video Analysis and Summarization
22. Quench Dynamics in Holographic First-Order Phase Transition
    2022/11/21 by Qian Chen, Yuxuan Liu, Chen, Qian +7 · 1 citation
    Materials Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th) #Material Dynamics and Properties #Theoretical and Computational Physics
23. Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization
    2024/10/24 by Shancong Mou, Mou, Shancong, Raviteja Vemulapalli +19 · 2 citations
    Engineering · #Industrial Vision Systems and Defect Detection #Manufacturing Process and Optimization #Advanced Surface Polishing Techniques
24. AdaGrad Meets Muon: Adaptive Stepsizes for Orthogonal Updates
    2025/09/03 by Minxin Zhang, Zhang, Minxin, Yuxuan Liu +3 · 6 citations
    Engineering · Materials Science · Computer Science · #Muon and positron interactions and applications #Machine Learning in Materials Science #Stochastic Gradient Optimization Techniques
25. How to measure and control indoor air quality based on intelligent digital twin platforms: A case study in China
    2024/04/01 by Yuchong Qian, Jiawei Leng, Kai Zhou +1 · 1 citation
26. Democratizing Reasoning Ability: Tailored Learning from Large Language Model
    2023/10/20 by Zhaoyang Wang, Wang, Zhaoyang, Shaohan Huang +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
27. Entanglement of defect subregions in double holography
    2023/12/13 by Yuxuan Liu, Liu, Yuxuan, Qian Chen +9 · 1 citation
    Physics and Astronomy · Mathematics · #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #Algebraic structures and combinatorial models
28. A co-evolving agentic AI system for medical imaging analysis
    2025/09/24 by Songhao Li, Jonathan Xu, Li, Songhao +24 · 3 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging
29. A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions
    2025/02/09 by Elisa Negrini, Negrini, Elisa, Yuxuan Liu +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
30. ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval
    2024/05/23 by Yuxuan Liu, Liu, Yuxuan, Tianchi Yang +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
31. MultivationBench: A Benchmark for Multimodal Sequential Motivation Reasoning
    2026/07/29 by Kawai Chung, Chunkit Chan, Yauwai Yim +12
    Computer Science · #cs.AI
32. Spontaneous Scalarization of Brane Black Holes: Quantum-Enhanced Tachyonic Instabilities
    2026/07/24 by Yuxuan Liu, Yi Ling, Qian Chen
    #hep-th #gr-qc
33. Pretraining EHR Foundation Models with Patient-Aware Sampling
    2026/07/24 by Joshua Placidi, Yuxuan Liu, Jinpei Han +2
    #cs.LG
34. RLPF: Reinforcement Learning from Performance Feedback for Code Generation
    2026/07/29 by Huihao Jing, Haozhe Cui, Wenbin Hu +9
    Computer Science · #cs.LG #cs.SE
35. Autoregressive EHR Foundation Models with Multimodal Inputs
    2026/07/24 by Yuxuan Liu, Joshua Placidi, Jinpei Han +3
    #cs.LG