Ming Zhou

1. CodeBERT: A Pre-Trained Model for Programming and Natural Languages
   2020/02/19 by Zhangyin Feng, Feng, Zhangyin, Daya Guo +19 · 222 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
2. MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
   2020/02/25 by Wenhui Wang, Furu Wei, Wang, Wenhui +9 · 215 citations
   Computer Science · Engineering · Materials Science · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science
3. CodeBERT: A Pre-Trained Model for Programming and Natural Languages
   2020/01/01 by Zhangyin Feng, Daya Guo, Duyu Tang +8 · 157 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
4. GraphCodeBERT: Pre-training Code Representations with Data Flow
   2020/09/17 by Daya Guo, Guo, Daya, Shuo Ren +33 · 99 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
5. CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
   2020/09/22 by Shuo Ren, Daya Guo, Ren, Shuo +17 · 93 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
6. CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
   2021/02/09 by Shuai Lu, Daya Guo, Lu, Shuai +41 · 79 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
7. Mean Field Multi-Agent Reinforcement Learning
   2018/02/15 by Yaodong Yang, Rui Luo, Yang, Yaodong +9 · 20 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence #Reinforcement Learning in Robotics
8. Achieving Human Parity on Automatic Chinese to English News Translation
   2018/03/15 by Hany Hassan, Hassan, Hany, Anthony Aue +45 · 27 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
9. InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
   2020/07/15 by Zewen Chi, Li Dong, Chi, Zewen +16 · 19 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
10. K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
    2020/02/05 by Ruize Wang, Wang, Ruize, Duyu Tang +15 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
11. CoSQA: 20,000+ Web Queries for Code Search and Question Answering
    2021/05/27 by Junjie Huang, Huang, Junjie, Duyu Tang +13 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
12. Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
    2019/08/16 by Gen Li, Li, Gen, Nan Duan +9 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
13. Neural Question Generation from Text: A Preliminary Study
    2017/04/06 by Qingyu Zhou, Nan Yang, Zhou, Qingyu +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
14. BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
    2021/03/22 by Yuchen Eleanor Jiang, Tianyu Liu, Jiang, Yuchen Eleanor +17 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
15. Table-to-Text: Describing Table Region with Natural Language
    2018/05/29 by Junwei Bao, Bao, Junwei, Duyu Tang +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Topic Modeling #Video Analysis and Summarization
16. SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
    2020/10/19 by Ming Zhou, Zhou, Ming, Jun Luo +68 · 10 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Transportation and Mobility Innovations
17. Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study
    2018/07/03 by Tao Ge, Ge, Tao, Furu Wei +3 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
18. A Tensorized Transformer for Language Modeling
    2019/06/24 by Xindian Ma, Peng Zhang, Ma, Xindian +11 · 4 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Tensor decomposition and applications #Topic Modeling
19. MuTual: A Dataset for Multi-Turn Dialogue Reasoning
    2020/04/09 by Leyang Cui, Yu Wu, Cui, Leyang +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
20. Question Answering and Question Generation as Dual Tasks
    2017/06/07 by Duyu Tang, Nan Duan, Tang, Duyu +7 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
21. AR-LSAT: Investigating Analytical Reasoning of Text
    2021/04/14 by Wanjun Zhong, Zhong, Wanjun, Siyuan Wang +15 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
22. Exponential convergence rates for Batch Normalization: The power of\n length-direction decoupling in non-convex optimization
    2018/05/27 by Jonas Köhler, Hadi Daneshmand, Kohler, Jonas +9 · 5 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
23. Style Transfer as Unsupervised Machine Translation
    2018/08/23 by Zhirui Zhang, Zhang, Zhirui, Shuo Ren +13 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
24. BANG: Bridging Autoregressive and Non-autoregressive Generation with\n Large Scale Pretraining
    2020/12/31 by Weizhen Qi, Qi, Weizhen, Yeyun Gong +21 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
25. DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers
    2025/06/12 by Lizhen Wang, Wang, Lizhen, Zhurong Xia +15 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
26. Simulating quantum emitters in arbitrary photonic environments using FDTD: beyond the semi-classical regime
    2024/10/21 by Qingyi Zhou, S. Ali Hassani Gangaraj, Zhou, Qingyi +5 · 4 citations
    Engineering · Physics and Astronomy · #Applied Physics (physics.app-ph) #Atomic Physics (physics.atom-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Quantum Physics (quant-ph) #Semiconductor Lasers and Optical Devices
27. Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
    2024/07/02 by Wenzhen Zheng, Zheng, Wenzhen, Wenbo Pan +9 · 3 citations
    Arts and Humanities · Psychology · #Computation and Language (cs.CL) #EFL/ESL Teaching and Learning #Educational and Psychological Assessments #FOS: Computer and information sciences #Second Language Learning and Teaching
28. A Dependency-Based Neural Network for Relation Classification
    2015/07/16 by Yang Liu, Liu, Yang, Furu Wei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Text and Document Classification Technologies #Topic Modeling
29. Neural Melody Composition from Lyrics
    2018/09/12 by Hangbo Bao, Bao, Hangbo, Shaohan Huang +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Speech Recognition and Synthesis
30. Neuromorphic Metasurface
    2019/08/13 by Zhicheng Wu, Wu, Zhicheng, Ming Zhou +7 · 1 citation
    Materials Science · Neuroscience · Engineering · #Metamaterials and Metasurfaces Applications #Photoreceptor and optogenetics research #Molecular Communication and Nanonetworks
31. Low Latency End-to-End Streaming Speech Recognition with a Scout Network
    2020/03/23 by Chengyi Wang, Wang, Chengyi, Yu Wu +11 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
32. M2HF: Multi-level Multi-modal Hybrid Fusion for Text-Video Retrieval
    2022/08/16 by Shuo Liu, Liu, Shuo, Weize Quan +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
33. HORIZON: High-Resolution Semantically Controlled Panorama Synthesis
    2022/10/10 by Kun Yan, Lei Ji, Yan, Kun +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
34. Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System
    2025/06/10 by Yuan Guo, Guo, Yuan, Zheng Wu +8 · 5 citations
    Computer Science · Engineering · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Software System Performance and Reliability
35. MoBoAligner: a Neural Alignment Model for Non-autoregressive TTS with Monotonic Boundary Search
    2020/05/18 by Naihan Li, Li, Naihan, Shujie Liu +9 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
36. Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
    2024/08/20 by Guangyuan Ma, Ma, Guangyuan, Yongliang Ma +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
37. Near-Infrared Ca II Triplet As An Stellar Activity Indicator: Library and Comparative Study
    2023/11/06 by X. T. Huang, Yu-JI He, Huang, Xin +25 · 1 citation
    Physics and Astronomy · Chemistry · #Stellar, planetary, and galactic studies #Astronomy and Astrophysical Research #Spectroscopy and Laser Applications
38. Dietary fibre intake and risk of prediabetes in China: results from the Tianjin Chronic Low-grade Systemic Inflammation and Health (TCLSIH) Cohort Study
    2021/09/21 by Shunming Zhang, Ge Meng, Qing Zhang +15 · 9 citations
    Medicine · #Diabetes, Cardiovascular Risks, and Lipoproteins #Nutrition and Health in Aging #Adipokines, Inflammation, and Metabolic Diseases
39. In situ fabricated Au/PEI@ErGO electrochemical sensor for the simultaneous determination of baicalin and baicalein: A combined experimental and DFT study
    2026/07/24 by Ming Zhou, Huanhuan Zhu, Jiafen Huang +3
40. FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents
    2026/07/21 by Xianfu Cheng, Shiwei Zhang, Jiyu Zhao +10
    #cs.CE
41. Scaling Behavior Foundation Model for Humanoid Robots
    2026/07/16 by Weishuai Zeng, Kangning Yin, Xiaojie Niu +15
    #cs.RO #cs.AI