Lei Xu

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 · 1668 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 · 6 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, Liu, Aixin +310 · 5 voices · 237 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
4. Robust Invisible Video Watermarking with Attention
   2019/09/03 by Kevin Alex Zhang, Zhang, Kevin Alex, Lei Xu +5 · 24 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
5. MetaboAnalyst 6.0: towards a unified platform for metabolomics data processing, analysis and interpretation
   2024/04/08 by Zhiqiang Pang, Yao Lu, Yao Lü +12 · 45 citations
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Gut microbiota and health #Metabolomics and Mass Spectrometry Studies
6. SteganoGAN: High Capacity Image Steganography with GANs
   2019/01/12 by Kevin Alex Zhang, Zhang, Kevin Alex, Alfredo Cuesta‐Infante +5 · 7 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimedia (cs.MM)
7. On Convergence Properties of the EM Algorithm for Gaussian Mixtures
   1996/01/01 by Lei Xu, Michael I. Jordan · 4 citations
8. AutoML to Date and Beyond: Challenges and Opportunities
   2020/10/21 by Shubhra Kanti Karmaker Santu, Santu, Shubhra Kanti Karmaker, Md. Mahadi Hassan +9 · 7 citations
   Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Data Stream Mining Techniques
9. Risk Factors Associated With Acute Respiratory Distress Syndrome and Death in Patients With Coronavirus Disease 2019 Pneumonia in Wuhan, China
   2020/03/13 by Chaomin Wu, Xiaoyan Chen, Yanping Cai +22 · 17 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #Pharmacological Receptor Mechanisms and Effects
10. AAV gene therapy for autosomal recessive deafness 9: a single-arm trial
    2025/07/02 by Jieyu Qi, Liyan Zhang, Ling Lu +20 · 1 voice · 11 citations
    Neuroscience · Biochemistry, Genetics and Molecular Biology · #Hearing, Cochlea, Tinnitus, Genetics #RNA regulation and disease #Virus-based gene therapy research
11. Drop Splashing on a Dry Smooth Surface
    2005/01/28 by Lei Xu, Wendy W. Zhang, Sidney R. Nagel · 2 citations
    Physics and Astronomy · #physics.flu-dyn
12. Exploring the Universal Vulnerability of Prompt-based Learning Paradigm
    2022/04/11 by Lei Xu, Yangyi Chen, Xu, Lei +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
13. Effect of frozen storage on physico-chemistry of wheat gluten proteins: Studies on gluten-, glutenin- and gliadin-rich fractions
    2014/01/25 by Pei Wang, Haiying Chen, Bashari Mohanad +7 · 3 citations
    Nursing · Medicine · Agricultural and Biological Sciences · #Food composition and properties #Celiac Disease Research and Management #Phytase and its Applications
14. CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs
    2024/12/27 by Siyu Wang, Cailian Chen, Wang, Siyu +11 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Manufacturing Process and Optimization #Natural Language Processing Techniques
15. Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
    2025/05/20 by Ruoxin Chen, Chen, Ruoxin, Jing Xi +19 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences
16. CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
    2024/10/03 by He Han, Qianchu Liu, He, Han +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
17. miRDeepFinder: a miRNA analysis tool for deep sequencing of plant small RNAs
    2012/01/31 by Fuliang Xie, Peng Xiao, Dongliang Chen +2 · 1 citation
18. Dynamic order acceptance and scheduling problem with sequence-dependent setup time
    2015/02/03 by Lei Xu, Qian Wang, Simin Huang · 1 citation
    Engineering · Computer Science · #Scheduling and Optimization Algorithms #Optimization and Search Problems #Advanced Manufacturing and Logistics Optimization
19. Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
    2020/02/02 by Guang Yang, Jun Chen, Yang, Guang +29 · 1 citation
    Medicine · #Cardiac Valve Diseases and Treatments #Cardiac Imaging and Diagnostics #Advanced MRI Techniques and Applications
20. Local Differential Privacy Meets Computational Social Choice -- Resilience under Voter Deletion
    2022/05/02 by Liangde Tao, Tao, Liangde, Lin Chen +5 · 1 citation
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection
21. IA-FaceS: A Bidirectional Method for Semantic Face Editing
    2022/03/24 by Wenjing Huang, Huang, Wenjing, Shikui Tu +3 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
22. FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
    2025/02/08 by Zhang, Xuemiao, Feiyu Duan, Lei Xu +12 · 3 citations
    Computer Science · #Natural Language Processing Techniques
23. The chromatic index of finite projective spaces
    2022/06/02 by Lei Xu, Tao Feng, Xu, Lei +1 · 1 citation
    Engineering · Mathematics · #Combinatorics (math.CO) #FOS: Mathematics #Limits and Structures in Graph Theory #graph theory and CDMA systems
24. Securing Smart Contract Languages with a Unified Agentic Framework for Vulnerability Repair in Solidity and Move
    2025/02/22 by Rabimba Karanjai, Lei Xu, Karanjai, Rabimba +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Software Engineering (cs.SE)
25. A blockchain based access control scheme with hidden policy and attribute
    2022/11/21 by Nannan Wu, Lei Xu, Liehuang Zhu · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Privacy-Preserving Technologies in Data
26. Power Oriented Design and Optimization of Dual Stator Linear-Rotary Generator With Halbach PM Array for Ocean Energy Conversion
    2021/04/02 by Lei Xu, Xiaoyong Zhu, Chao Zhang +2 · 1 citation
    Engineering · #Electric Motor Design and Analysis #Wind Energy Research and Development #Wind Turbine Control Systems
27. Enhancing the Selectivity of Trivalent Actinide over Lanthanide Using Asymmetrical Phenanthroline Diamide Ligands
    2024/01/29 by Shihui Wang, Xiaofan Yang, Yaoyang Liu +3 · 1 voice · 1 citation
    Chemistry · Engineering · Materials Science · #Extraction and Separation Processes #Lanthanide and Transition Metal Complexes #Radioactive element chemistry and processing
28. Chemical Engineering of Heterojunction SERS Substrates: Emerging Tools for Disease Diagnosis and Health Monitoring
    2025/10/01 by Ming‐Jian Zhang, Aochi Liu, Jingyi Zhang +8 · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Materials Science · #Advanced biosensing and bioanalysis techniques #Biosensors and Analytical Detection #Gold and Silver Nanoparticles Synthesis and Applications
29. Error Mitigated Metasurface-Based Randomized Measurement Schemes
    2023/08/17 by Hang Ren, Ren, Hang, Yipei Zhang +11 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Orbital Angular Momentum in Optics #Quantum Information and Cryptography #Quantum Physics (quant-ph)
30. Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
    2025/01/21 by Lei Xu, Zhang, Xuemiao, Feiyu Duan +11 · 2 citations
    Social Sciences · #Legal Education and Practice Innovations
31. Audit and Improve Robustness of Private Neural Networks on Encrypted Data
    2022/09/20 by Jiaqi Xue, Xue, Jiaqi, Lei Xu +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
32. Multiple Bound States in the Continuum: Towards Intense Terahertz Matter Interaction
    2024/05/13 by Quanlong Yang, Yang, Quanlong, Zhibo Yao +23 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Strong Light-Matter Interactions #Superconducting and THz Device Technology #Terahertz technology and applications
33. Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization
    2024/10/03 by Lei Xu, Xu, Lei, Mohammed Asad Karim +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Natural Language Processing Techniques
34. Conformal Prediction on Quantifying Uncertainty of Dynamic Systems
    2024/12/12 by Aoming Liang, Qi Liu, Liang, Aoming +10 · 1 citation
    Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
35. Generating Move Smart Contracts based on Concepts
    2024/12/17 by Rabimba Karanjai, Karanjai, Rabimba, Sam Blackshear +5 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Software Engineering (cs.SE)
36. Context Contamination in LLM Analysis of Network Security Logs: Poison with Passive Prompt Injection and Mitigation Evaluation
    2026/07/16 by Rabimba Karanjai, Yang Lu, Hemanth Hegadehalli Madhavarao +2 · 2 voices
    #cs.CR
37. TileSight: A First-Principles Tile-Centric Analytical GPU Performance Model from Cores to Clusters
    2026/07/24 by Zhiwen Mo, Yu Cheng, Lei Wang +12
    #cs.DC #cs.PF
38. CausalGraphX: A Counterfactual Graph Neural Network Framework for Explainable Systemic Risk Assessment
    2026/07/15 by Rabimba Karanjai, Hemanth Madhavarao, Lei Xu +1
    #cs.AI