vix.ing · top · new · best · stats · spec

Yuan Cao

  1. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
    2016/09/26 by Yonghui Wu, Mike Schuster, Wu, Yonghui +62 · 2 voices · 384 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  2. Tree of Thoughts: Deliberate Problem Solving with Large Language Models
    2023/05/17 by Shunyu Yao, Yao, Shunyu, Dian Yu +11 · 8 voices · 660 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  3. Distributing Accountability, Not Capability: Phase Separation and the LLM Workflow Quadrant in Autonomous AI Agent Architectures
    2022/10/06 by Shunyu Yao, Yao, Shunyu, Jeffrey Zhao +11 · 7 voices · 1379 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  4. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1357 citations
    #cs.CL #cs.AI
  5. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 543 citations
    Computer Science · #Semantic Web and Ontologies
  6. Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B
    2019/06/16 by Jiaming Luo, Luo, Jiaming, Yuan Cao +3 · 3 voices · 2 citations
    Computer Science · Social Sciences · #Language and cultural evolution #Natural Language Processing Techniques #Topic Modeling #cs.CL
  7. Satellite-to-ground quantum key distribution
    2017/07/03 by Sheng-Kai Liao, Sheng‐Kai Liao, Wenqi Cai +46 · 2 voices · 20 citations
    Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #physics.optics #physics.space-ph #quant-ph
  8. Lower Bound on the Speed of Nonlocal Correlations without Locality and Measurement Choice Loopholes
    2013/03/04 by Juan Yin, Yuan Cao, Hai-Lin Yong +13 · 3 voices · 2 citations
    Physics and Astronomy · Computer Science · #Quantum Mechanics and Applications #Quantum Information and Cryptography #Quantum Electrodynamics and Casimir Effect
  9. Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
    2019/07/11 by Naveen Arivazhagan, Ankur Bapna, Arivazhagan, Naveen +23 · 1 voice · 7 citations
    #cs.CL #cs.LG
  10. Satellite-Based Entanglement Distribution Over 1200 kilometers
    2017/07/05 by Juan Yin, Yuan Cao, Yu-Huai Li +31 · 2 voices · 12 citations
    Physics and Astronomy · #quant-ph #physics.optics #physics.space-ph
  11. Tunable strongly coupled superconductivity in magic-angle twisted trilayer graphene
    2021/02/01 by Jeong Min Park, Yuan Cao, Kenji Watanabe +3 · 30 citations
    Materials Science · Physics and Astronomy · #Graphene research and applications #Physics of Superconductivity and Magnetism #Quantum and electron transport phenomena
  12. Towards Understanding the Spectral Bias of Deep Learning
    2019/12/03 by Yuan Cao, Cao, Yuan, Zhiying Fang +7 · 21 citations
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  13. RoboVQA: Multimodal Long-Horizon Reasoning for Robotics
    2023/11/01 by Pierre Sermanet, Sermanet, Pierre, Tianli Ding +39 · 28 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  14. Grammar Prompting for Domain-Specific Language Generation with Large Language Models
    2023/05/30 by Bailin Wang, Wang, Bailin, Zi Wang +9 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  15. Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks
    2019/05/30 by Yuan Cao, Cao, Yuan, Quanquan Gu +1 · 10 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  16. Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models
    2020/10/12 by Zi-Rui Wang, Wang, Zirui, Yulia Tsvetkov +5 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  17. On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization
    2018/08/16 by Dongruo Zhou, Jinghui Chen, Zhou, Dongruo +7 · 12 citations
    Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  18. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Rohan Anil, Gemini Team, Sebastian Borgeaud +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  19. SLM: Bridge the thin gap between speech and text foundation models
    2023/09/30 by Mingqiu Wang, Wei Han, Wang, Mingqiu +33 · 10 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  20. Understanding the performance gap between online and offline alignment algorithms
    2024/05/14 by Yunhao Tang, Daniel Guo, Tang, Yunhao +19 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics and Phylogenetic Studies #Machine Learning (cs.LG)
  21. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Patrick Nguyen, Shen, Jonathan +179 · 1 voice · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  22. A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning
    2021/06/07 by Jie Gui, Gui, Jie, Xiaofeng Cong +13 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Image Enhancement Techniques #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  23. The Implicit Bias of Adam on Separable Data
    2024/06/15 by Chenyang Zhang, Zhang, Chenyang, Difan Zou +3 · 7 citations
    Psychology · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Philosophy and Theoretical Science
  24. Description-Driven Task-Oriented Dialog Modeling
    2022/01/21 by Jeffrey Zhao, Raghav Gupta, Zhao, Jeffrey +15 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  25. Speech Aware Dialog System Technology Challenge (DSTC11)
    2022/12/16 by Hagen Soltau, Izhak Shafran, Soltau, Hagen +15 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  26. Agnostic Learning of a Single Neuron with Gradient Descent
    2020/05/29 by Spencer Frei, Frei, Spencer, Yuan Cao +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications #Optimization and Control (math.OC)
  27. Understanding the Generalization of Adam in Learning Neural Networks with Proper Regularization
    2021/08/25 by Difan Zou, Zou, Difan, Yuan Cao +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  28. On the Feature Learning in Diffusion Models
    2024/12/02 by Han, Andi, Wei Huang, Yuan Cao +4 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  29. One-Layer Transformer Provably Learns One-Nearest Neighbor In Context
    2024/11/16 by Zihao Li, Yuan Cao, Li, Zihao +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC)
  30. The geometry of integration in text classification RNNs
    2020/10/28 by Kyle Aitken, Aitken, Kyle, Vinay Ramasesh +9 · 1 citation
    Computer Science · Neuroscience · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function
  31. Large Pauli Limit Violation and Reentrant Superconductivity in Magic-Angle Twisted Trilayer Graphene
    2021/03/22 by Yuan Cao, Jeong Min Park, Cao, Yuan +7 · 1 citation
    Materials Science · Physics and Astronomy · #FOS: Physical sciences #Graphene research and applications #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum and electron transport phenomena #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con) #Surface and Thin Film Phenomena
  32. Risk Bounds for Over-parameterized Maximum Margin Classification on\n Sub-Gaussian Mixtures
    2021/04/28 by Yuan Cao, Cao, Yuan, Quanquan Gu +3 · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistical Methods and Inference #Statistics Theory (math.ST)
  33. Understanding How Encoder-Decoder Architectures Attend
    2021/10/28 by Kyle Aitken, Vinay Ramasesh, Aitken, Kyle +5 · 1 citation
    Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Neural and Behavioral Psychology Studies
  34. Unsupervised Slot Schema Induction for Task-oriented Dialog
    2022/05/09 by Dian Yu, Mingqiu Wang, Yu, Dian +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  35. Global Convergence in Training Large-Scale Transformers
    2024/10/31 by Cheng Gao, Gao, Cheng, Yuan Cao +13 · 2 citations
    Computer Science · Engineering · #35Q93 #3D Shape Modeling and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
  36. Building Machine Translation Systems for the Next Thousand Languages
    2022/05/09 by Ankur Bapna, Bapna, Ankur, Isaac Caswell +45 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  37. AnyTOD: A Programmable Task-Oriented Dialog System
    2022/12/20 by Jeffrey Zhao, Zhao, Jeffrey, Yuan Cao +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Per-Example Gradient Regularization Improves Learning Signals from Noisy Data
    2023/03/31 by Xuran Meng, Meng, Xuran, Yuan Cao +3 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
  39. Characterization of Intensity Correlation via Single-photon Detection in Quantum Key Distribution
    2024/08/15 by Tianyi Xing, Xing, Tianyi, Junxuan Liu +23 · 2 citations
    Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Mechanics and Applications
  40. Experimental single-photon quantum key distribution surpassing the fundamental coherent-state rate limit
    2024/06/04 by Yang Zhang, Zhang, Yang, Xing Ding +37 · 1 citation
    Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum optics and atomic interactions #Quantum Mechanics and Applications
  41. Intolerance of uncertainty, aging, and anxiety and mental health concerns: A scoping review and meta-analysis
    2025/01/18 by Mandy H.M. Yu, Min Yu, Yuan Cao +8 · 1 citation
    Medicine · Psychology · #Psychosomatic Disorders and Their Treatments #Optimism, Hope, and Well-being #Mental Health Research Topics
  42. Improving Fast Adversarial Training via Self-Knowledge Guidance
    2024/09/26 by Chengze Jiang, Junkai Wang, Jiang, Chengze +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  43. Control of chirality and directionality of nonlinear metasurface light source via twisting
    2024/10/09 by Xueqi Ni, Zhou, Huanyu, Ni, Xueqi +8 · 1 citation
    Materials Science · Engineering · #Metamaterials and Metasurfaces Applications #Plasmonic and Surface Plasmon Research #Photonic and Optical Devices
  44. Transformer Learns Optimal Variable Selection in Group-Sparse Classification
    2025/04/11 by Chenyang Zhang, Zhang, Chenyang, Xuran Meng +3 · 2 citations
    Computer Science · #Face and Expression Recognition
  45. Efficiency Matters in Autonomous Research
    2026/07/27 by Haiqian Yang, Yuan Cao
    #cs.AI #cs.LG