Tao Yu

1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
   2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 144 citations
   #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
2. One Embedder, Any Task: Instruction-Finetuned Text Embeddings
   2022/12/19 by Hongjin Su, Su, Hongjin, Weijia Shi +18 · 3 voices · 41 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
3. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
   2018/09/24 by Changyuan Yu, Rui Zhang, Yu, Tao +22 · 172 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
4. Fast Segment Anything
   2023/06/21 by Xu Zhao, Wenchao Ding, Zhao, Xu +13 · 2 voices · 42 citations
   #cs.CV #cs.AI
5. Simplifying Graph Convolutional Networks
   2019/02/19 by Felix Wu, Tianyi Zhang, Wu, Felix +9 · 131 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
6. Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent
   2024/11/04 by Xingwu Sun, Sun, Xingwu, Yanfeng Chen +228 · 3 voices · 25 citations
   Computer Science · #Age of Information Optimization #cs.AI #cs.CL
7. QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
   2021/04/13 by Ming Zhong, Da Yin, Zhong, Ming +19 · 41 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
   2024/12/05 by Yiheng Xu, Zekun Wang, Xu, Yiheng +15 · 1 voice · 88 citations
   Computer Science · #Augmented Reality Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Virtual Reality Applications and Impacts #cs.CL
9. Function4D: Real-time Human Volumetric Capture from Very Sparse Consumer RGBD Sensors
   2021/05/05 by Tao Yu, Zerong Zheng, Yu, Tao +9 · 32 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Generative Representational Instruction Tuning
    2024/02/15 by Niklas Muennighoff, Hongjin Su, Muennighoff, Niklas +13 · 2 voices · 37 citations
    Computer Science · Psychology · #Innovative Teaching and Learning Methods #cs.AI #cs.CL #cs.LG
11. Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
    2024/11/12 by Fangyu Lei, Lei, Fangyu, Jixuan Chen +29 · 66 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Service-Oriented Architecture and Web Services #Scientific Computing and Data Management
12. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain\n Natural Language Interfaces to Databases
    2019/09/11 by Tao Yu, Yu, Tao, Rui Zhang +47 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
13. Kimi-VL Technical Report
    2025/04/10 by Angang Du, Kimi Team, Du, Angang +175 · 93 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
14. OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
    2024/02/12 by Zhiyong Wu, Wu, Zhiyong, Chengcheng Han +13 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
15. BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
    2024/07/16 by Hongjin Su, Su, Hongjin, H. W. Yen +26 · 41 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Semantic Web and Ontologies
16. OpenAgents: An Open Platform for Language Agents in the Wild
    2023/10/16 by Tianbao Xie, Fan Zhou, Xie, Tianbao +29 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
17. ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
    2025/11/26 by Hongjin Su, Shizhe Diao, Su, Hongjin +29 · 4 voices · 4 citations
    #cs.CL #cs.AI #cs.LG #cs.MA
18. Semantic Evaluation for Text-to-SQL with Distilled Test Suites
    2020/10/06 by Ruiqi Zhong, Zhong, Ruiqi, Tao Yu +3 · 14 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling #Data Quality and Management
19. Attacking Vision-Language Computer Agents via Pop-ups
    2024/11/04 by Yanzhe Zhang, Zhang, Yanzhe, Tao Yu +3 · 30 citations
    Computer Science · #Network Security and Intrusion Detection #Multi-Agent Systems and Negotiation #Logic, Reasoning, and Knowledge
20. SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task
    2018/10/11 by Changyuan Yu, Yu, Tao, Michihiro Yasunaga +12 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
21. GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
    2020/09/29 by Tao Yu, Chien-Sheng Wu, Yu, Tao +15 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
22. Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
    2025/01/18 by Hongjin Su, Ruoxi Sun, Su, Hongjin +9 · 30 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
23. Lactate metabolism in human health and disease
    2022/09/01 by Xiaolu Li, Yanyan Yang, Bei Zhang +7 · 12 citations
    Biochemistry, Genetics and Molecular Biology · #ATP Synthase and ATPases Research #Cancer, Hypoxia, and Metabolism #Mitochondrial Function and Pathology
24. Dysregulation of Immune Response in Patients With Coronavirus 2019 (COVID-19) in Wuhan, China
    2020/03/06 by Chuan Qin, Luo‐Qi Zhou, Ziwei Hu +8 · 13 citations
    Medicine · Immunology and Microbiology · #COVID-19 Clinical Research Studies #Immune responses and vaccinations #Long-Term Effects of COVID-19
25. Training LLMs with MXFP4
    2025/02/27 by Albert Tseng, Tseng, Albert, Tao Yu +3 · 1 voice · 8 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
26. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
    2024/07/15 by Ruisheng Cao, Fangyu Lei, Cao, Ruisheng +43 · 14 citations
    Computer Science · #Semantic Web and Ontologies
27. Increasing risk of glacial lake outburst floods from future Third Pole deglaciation
    2021/05/01 by Guoxiong Zheng, Simon Keith Allen, Simon Allen +11 · 7 citations
    Earth and Planetary Sciences · Medicine · #Arctic and Antarctic ice dynamics #Cryospheric studies and observations #Winter Sports Injuries and Performance
28. Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
    2022/02/10 by Tao Yu, Yu, Tao, Yichi Zhang +5 · 1 voice · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #cs.NE
29. PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing
    2024/09/16 by Peng Li, Li, Peng, Wangguandong Zheng +20 · 13 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
30. MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
    2025/02/14 by Yifan Zhang, Tao Yu, Zhang, Yi-Fan +37 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
31. DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras
    2021/05/01 by Yang Zheng, Ruizhi Shao, Zheng, Yang +11 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
32. 4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras
    2020/02/28 by Yuxiang Zhang, Liang An, Zhang, Yuxiang +9 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
33. Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL
    2020/10/23 by Yusen Zhang, Zhang, Yusen, Xiangyu Dong +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
34. DeepHuman: 3D Human Reconstruction from a Single Image
    2019/03/15 by Zerong Zheng, Zheng, Zerong, Tao Yu +7 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
35. Chirality as generalized spin–orbit interaction in spintronics
    2023/04/01 by Tao Yu, Zhaochu Luo, Gerrit E.W. Bauer · 3 citations
36. d-Wave Flat Fermi Surface in Altermagnets Enables Maximum Charge-to-Spin Conversion
    2025/06/09 by Junwen Lai, Lai, Junwen, Tao Yu +11 · 9 citations
    Materials Science · Physics and Astronomy · #Advanced Condensed Matter Physics #FOS: Physical sciences #Magnetic properties of thin films #Materials Science (cond-mat.mtrl-sci) #Multiferroics and related materials
37. DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering
    2021/06/07 by Ruizhi Shao, Shao, Ruizhi, Hongwen Zhang +11 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
38. CIRCUIT: A Benchmark for Circuit Interpretation and Reasoning Capabilities of LLMs
    2025/02/11 by Lejla Skelic, Yan Xu, Skelic, Lejla +9 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Experimental Learning in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #VLSI and Analog Circuit Testing
39. Sensitivity, proximal extension and higher order almost automorphy
    2016/05/04 by Xiangdong Ye, Ye, Xiangdong, Tao Yu +1 · 1 citation
    Mathematics · #Mathematical Dynamics and Fractals #Advanced Topology and Set Theory #Limits and Structures in Graph Theory
40. Adaptive Deep Reasoning: Triggering Deep Thinking When Needed
    2025/05/26 by Yunhao Wang, Wang, Yunhao, Yuhao Zhang +9 · 7 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
41. Chiral-Damping-Enhanced Magnon Transmission
    2024/01/22 by Xiyin Ye, Ke Xia, Ye, Xiyin +5 · 2 citations
    Physics and Astronomy · #Magnetic properties of thin films #Quantum and electron transport phenomena #Physics of Superconductivity and Magnetism
42. Agents Play Thousands of 3D Video Games
    2025/03/17 by Zhongwen Xu, Xu, Zhongwen, Xianliang Wang +11 · 1 voice · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
43. Deep Implicit Templates for 3D Shape Representation
    2020/11/30 by Zerong Zheng, Zheng, Zerong, Tao Yu +5 · 1 citation
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
44. Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
    2025/10/21 by Song Bian, Tao Yu, Bian, Song +5 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
45. Molecular dynamics simulation of the interfacial wetting behavior of brine/sandstone with different salinities
    2022/01/01 by Tao Yu, Qi Li, Haixiang Hu +2 · 1 citation
46. MotionPRO: Exploring the Role of Pressure in Human MoCap and Beyond
    2025/04/07 by Shenghao Ren, Lu Yi, Ren, Shenghao +13 · 3 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Robot Manipulation and Learning
47. Roadside Units Assisted Localized Automated Vehicle Maneuvering: An Offline Reinforcement Learning Approach
    2024/05/07 by Kui Wang, Wang, Kui, Changyang She +9 · 2 citations
    Engineering · #Autonomous Vehicle Technology and Safety #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic control and management #Vehicle Dynamics and Control Systems #electronic engineering #information engineering
48. ImmersiveNeRF: Hybrid Radiance Fields for Unbounded Immersive Light Field Reconstruction
    2023/09/04 by Xiaohang Yu, Haoxiang Wang, Yu, Xiaohang +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Advanced Image Processing Techniques
49. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Fulian Xiao, Qiu, Jiahao +187 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
50. Effects of individual segmental trisomies of human chromosome 21 syntenic regions on hippocampal long-term potentiation and cognitive behaviors in mice
    2010/10/07 by Tao Yu, Chunhong Liu, Pavel Belichenko +20 · 25 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Down syndrome and intellectual disability research #Genetics and Neurodevelopmental Disorders #Congenital heart defects research
51. A Survey of Behavior Foundation Model: Next-Generation Whole-Body Control System of Humanoid Robots
    2025/06/25 by Mingqi Yuan, Yuan, Mingqi, Tao Yu +19 · 4 citations
    Engineering · #FOS: Computer and information sciences #Prosthetics and Rehabilitation Robotics #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
52. MuonBP: Faster Muon via Block-Periodic Orthogonalization
    2025/10/19 by Ahmed Khaled, Khaled, Ahmed, Kaan Ozkara +7 · 5 citations
    Engineering · Chemistry · Computer Science · #Muon and positron interactions and applications #Advanced NMR Techniques and Applications #Computational Physics and Python Applications
53. Off-Treatment Hepatitis B Virus (HBV) DNA Levels and the Prediction of Relapse After Discontinuation of Nucleos(t)ide Analogue Therapy in Patients With Chronic Hepatitis B: A Prospective Stop Study
    2017/01/19 by Jiawei Cao, Heng Chi, Tao Yu +10 · 17 citations
    Medicine · #Hepatitis B Virus Studies #Hepatitis C virus research #Liver Disease Diagnosis and Treatment
54. Persistent nodal magnon-photon polariton in ferromagnetic heterostructures
    2024/07/31 by Zhuolun Qiu, X. Zhou, Qiu, Zhuolun +7 · 1 citation
    Physics and Astronomy · Engineering · #Mechanical and Optical Resonators #Photonic and Optical Devices #Strong Light-Matter Interactions
55. Directional entanglement of spin-orbit locked nitrogen-vacancy centers by magnons
    2025/05/12 by Ji Zou, Xue, Zhiping, Chengyuan Cai +6 · 2 citations
    Materials Science · Physics and Astronomy · #Diamond and Carbon-based Materials Research #Magnetic properties of thin films #Quantum and electron transport phenomena
56. Ultra-strong coupling of two ferromagnets via Meissner currents
    2025/01/28 by V. M. Gordeeva, Gordeeva, V. M., G. A. Bobkov +7 · 2 citations
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Magnetic properties of thin films #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Molecular Junctions and Nanostructures #Quantum and electron transport phenomena #Superconductivity (cond-mat.supr-con)
57. Multiview Multi-Person Human Mesh Recovery Under Large Scenes with Occlusions
    2026/07/27 by Qi Zhang, Tao Yu, Jiechao He +2
    #cs.CV
58. Style over Substance: A Shortcut Audit of Emotion-Description Preference Evaluation
    2026/07/20 by Jiabing Yang, Yixiang Chen, Yuan Xu +6
    #cs.CV