Yi Zheng

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 · 1799 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 DeepSeek-AI, Aixin Liu, Liu, Aixin +310 · 5 voices · 256 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
4. No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified\n Geometric Analysis
   2017/04/03 by Rong Ge, Ge, Rong, Chi Jin +3 · 34 citations
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research #Stochastic Gradient Optimization Techniques
5. A graph-transformer for whole slide image classification
   2022/05/19 by Yi Zheng, Rushin H. Gindra, Zheng, Yi +11 · 12 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Bioinformatics and Genomic Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gene expression and cancer classification
6. The World Federation of ADHD International Consensus Statement: 208 Evidence-based conclusions about the disorder
   2021/02/04 by Stephen V. Faraone, Tobias Banaschewski, David Coghill +93 · 8 citations
   Health Professions · Medicine · Neuroscience · #Attention Deficit Hyperactivity Disorder #Medical Research and Practices #Neuroethics, Human Enhancement, Biomedical Innovations
7. VirusDetect: An automated pipeline for efficient virus discovery using deep sequencing of small RNAs
   2016/11/05 by Yi Zheng, Shan Gao, Chellappan Padmanabhan +9 · 4 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Virus Research Studies #Plant and Fungal Interactions Research #Genomics and Phylogenetic Studies
8. Health risks of heavy metals in contaminated soils and food crops irrigated with wastewater in Beijing, China
   2007/08/28 by S. Khan, Shakeel A. Khan, Qing Cao +7 · 2 citations
   Environmental Science · #Heavy Metal Exposure and Toxicity #Heavy metals in environment #Wastewater Treatment and Reuse
9. Global mapping reveals increase in lacustrine algal blooms over the past decade
   2022/02/01 by Xuejiao Hou, Lian Feng, Yanhui Dai +9 · 5 citations
   Earth and Planetary Sciences · Environmental Science · #Aquatic Ecosystems and Phytoplankton Dynamics #Geology and Paleoclimatology Research #Marine and coastal ecosystems
10. Discovery of Middle–Late Devonian and Early Permian magmatic events in East Asia and their implication for the Indosinian orogeny in South China: Insights from the sedimentary record
    2019/02/28 by Xinchang Zhang, Yuejun Wang, Ron Harris +2 · 2 citations
    Earth and Planetary Sciences · Computer Science · #Geological and Geochemical Analysis #Geological and Geophysical Studies #Geochemistry and Geologic Mapping
11. A Physiologically-Based Pharmacokinetic Model to Predict Human Fetal Exposure for a Drug Metabolized by Several CYP450 Pathways
    2016/10/21 by Maïlys De Sousa Mendes, Gabrielle Lui, Yi Zheng +13 · 2 citations
    Medicine · #Pregnancy and Medication Impact #Pharmacological Effects and Toxicity Studies #Maternal Mental Health During Pregnancy and Postpartum
12. The Technical and Clinical Implementation of LATTICE Radiation Therapy (LRT)
    2020/10/16 by Xiaodong Wu, Naipy C. Perez, Naipy Pérez +13 · 2 citations
    Medicine · Physics and Astronomy · #Radiation Therapy and Dosimetry #Advanced Radiotherapy Techniques #Management of metastatic bone disease
13. Enhanced brain structure-function tethering in transmodal cortex revealed by high-frequency eigenmodes
    2022/07/07 by Yaqian Yang, Zhiming Zheng, Yang, Yaqian +13 · 2 citations
    Neuroscience · #FOS: Biological sciences #FOS: Physical sciences #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Physics and Society (physics.soc-ph)
14. Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices
    2024/03/22 by Pengxiang Zhao, Zhao, Pengxiang, Ping Li +11 · 2 citations
    Computer Science · Physics and Astronomy · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Statistical Mechanics and Entropy
15. Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition
    2022/04/12 by Yingjie Gu, Gu, Yingjie, Xiaoye Qu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
16. Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery
    2022/12/03 by Shi Chang, Shi, Chang, Yi Zheng +3 · 1 citation
    Engineering · Medicine · #Anatomy and Medical Technology #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO) #Stroke Rehabilitation and Recovery #Surgical Simulation and Training
17. Hyaluronan provokes inflammation but suppresses phagocytotic function in macrophages
    2024/11/29 by Timothy N. Audam, Caitlin M. Howard, Danielle Little +13 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Proteoglycans and glycosaminoglycans research #Cardiac Fibrosis and Remodeling #Cell Adhesion Molecules Research
18. DRUM: Diffusion-based runoff model for probabilistic flood forecasting
    2024/12/16 by Zhonghong Ou, Congyi Nai, Ou, Zhigang +16 · 2 citations
    Environmental Science · #Hydrology and Watershed Management Studies #Hydrological Forecasting Using AI #Flood Risk Assessment and Management
19. Polyamines protect boar sperm from oxidative stress in vitro
    2022/03/05 by Rongnan Li, Xiaodong Wu, Zhendong Zhu +8 · 22 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Polyamine Metabolism and Applications #Prenatal Substance Exposure Effects #Cannabis and Cannabinoid Research
20. Global Semantic-Guided Sub-image Feature Weight Allocation in High-Resolution Large Vision-Language Models
    2025/01/24 by Yuxuan Liang, Li Xu, Liang, Yuxuan +13 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
21. A Convex-optimization-based Layer-wise Post-training Pruner for Large Language Models
    2024/08/07 by Pengxiang Zhao, Hanyu Hu, Zhao, Pengxiang +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Speech Recognition and Synthesis #Topic Modeling
22. Enhancement of 3D Gaussian Splatting using Raw Mesh for Photorealistic Recreation of Architectures
    2024/07/22 by Ruizhe Wang, Wang, Ruizhe, Tomakayev Shingys +14 · 1 citation
    Engineering · #Architecture and Computational Design
23. Maternal Betamethasone for Prevention of Respiratory Distress Syndrome in Neonates: Population Pharmacokinetic and Pharmacodynamic Approach
    2020/05/12 by Frantz Foissac, Yi Zheng, Déborah Hirt +11 · 12 citations
    Medicine · #Neonatal Respiratory Health Research #Pregnancy and Medication Impact #Childhood Cancer Survivors' Quality of Life
24. Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models
    2025/02/22 by Quanjun Zhang, Zhang, Quanjun, Chunrong Fang +17 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
25. Instruction-Guided Fusion of Multi-Layer Visual Features in Large Vision-Language Models
    2024/12/26 by Li Xu, Li, Xu, Yi Zheng +13 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
26. Toward Annotation-Efficient Continuous Emotion Arousal Quantification via Group-Level EEG Dynamic Neural Synchrony
    2026/07/30 by Guandong Pan, Yaqian Yang, Shi Chen +4
    Computer Science · #cs.HC
27. CRISP: Pre-LLM Yet Text-Driven Visual Token Pruning for Efficient LVLM Inference
    2026/07/15 by Xu Li, Yi Zheng, Mengyang Zhao +7
    #cs.CV