Zhenhua Wu

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 · 1692 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
   2024/08/15 by Huajian Xin, Z. Z. Ren, Xin, Huajian +32 · 2 voices · 41 citations
   Computer Science · #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG #cs.LO
3. FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
   2022/05/15 by Yidong Wang, Hao Chen, Wang, Yidong +18 · 22 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
4. ADMETlab 2.0: an integrated online platform for accurate and comprehensive predictions of ADMET properties
   2021/03/30 by Guo‐Li Xiong, Guoli Xiong, Zhenxing Wu +14 · 5 citations
   Computer Science · Materials Science · Pharmacology, Toxicology and Pharmaceutics · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Pharmacogenetics and Drug Metabolism
5. DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking
   2023/10/09 by Shangyu Xing, Xing, Shangyu, Fei Zhao +9 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
6. Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
   2025/04/14 by Yang Shi, Jiaheng Liu, Shi, Yang +26 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Margin Calibration for Long-Tailed Visual Recognition
   2021/12/14 by Yidong Wang, Bowen Zhang, Wang, Yidong +9 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
8. Dynamic programming principle for delayed stochastic recursive optimal control problem and HJB equation with non-Lipschitz generator
   2022/05/06 by Jiaqiang Wen, Wen, Jiaqiang, Zhenhua Wu +3 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #60H10 #90C39 #93E20 #Economic theories and models #FOS: Mathematics #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic processes and financial applications
9. Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection
   2022/10/09 by Fei Zhao, Yuchen Shen, Zhao, Fei +5 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Web Data Mining and Analysis