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Tianyi Zhang

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 538 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Is Stack Overflow Obsolete? An Empirical Study of the Characteristics of ChatGPT Answers to Stack Overflow Questions
    2023/08/04 by Samia Kabir, David N. Udo-Imeh, Bonan Kou +1 · 13 voices · 8 citations
    Computer Science · Social Sciences · #Misinformation and Its Impacts #Software Engineering Research #Topic Modeling #cs.AI #cs.SE
  3. BERTScore: Evaluating Text Generation with BERT
    2019/04/21 by Tianyi Zhang, Varsha Kishore, Zhang, Tianyi +7 · 665 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Evaluating Verifiability in Generative Search Engines
    2023/04/19 by Nelson F. Liu, Tianyi Zhang, Liu, Nelson F. +3 · 5 voices · 34 citations
    Computer Science · Social Sciences · #Information Retrieval and Search Behavior #Misinformation and Its Impacts #Topic Modeling #cs.CL #cs.IR
  5. 70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
    2025/04/15 by Tianyi Zhang, Mohsen Hariri, Zhang, Tianyi +11 · 17 voices · 5 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Big Data and Digital Economy #Natural Language Processing Techniques
  6. Simplifying Graph Convolutional Networks
    2019/02/19 by Felix Wu, Tianyi Zhang, Wu, Felix +9 · 104 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
  7. DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
    2022/11/18 by Yuhang Lai, Chengxi Li, Lai, Yuhang +17 · 60 citations
    Computer Science · Materials Science · #Software Engineering Research #Machine Learning and Data Classification #Machine Learning in Materials Science
  8. Benchmarking Large Language Models for News Summarization
    2023/01/31 by Tianyi Zhang, Zhang, Tianyi, Faisal Ladhak +9 · 2 voices · 43 citations
    #cs.CL #cs.AI #cs.LG
  9. AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
    2023/05/22 by Yann Dubois, Dubois, Yann, Xuechen Li +15 · 63 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  10. Decentralized Training of Foundation Models in Heterogeneous Environments
    2022/06/02 by Binhang Yuan, Yongjun He, Yuan, Binhang +16 · 1 voice · 11 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  11. Identifying Mislabeled Data using the Area Under the Margin Ranking
    2020/01/28 by Geoff Pleiss, Pleiss, Geoff, Tianyi Zhang +5 · 26 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  12. Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis
    2023/12/14 by Yafei Hu, Quanting Xie, Hu, Yafei +38 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  13. A Declarative Metamorphic Testing Framework for Autonomous Driving
    2020/12/19 by Yao Deng, Xi Zheng, Deng, Yao +11 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  14. Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation
    2024/09/26 by Quanting Xie, Xie, Quanting, So-Yeon Min +14 · 12 citations
    Computer Science · #Human Pose and Action Recognition #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
  15. From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers
    2021/07/16 by Krzysztof Choromański, Choromanski, Krzysztof, Han Lin +17 · 5 citations
    Mathematics · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Photoreceptor and optogenetics research #Quantum optics and atomic interactions #Random Matrices and Applications
  16. CodeJudge: Evaluating Code Generation with Large Language Models
    2024/10/03 by Tianyi Zhang, Tong, Weixi, Zhang, Tianyi · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research
  17. Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach
    2019/10/20 by Nan Lu, Tianyi Zhang, Lu, Nan +5 · 4 citations
    Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Imbalanced Data Classification Techniques
  18. Robust Incremental Structure-from-Motion with Hybrid Features
    2024/09/29 by Shaohui Liu, Yidan Gao, Liu, Shaohui +11 · 9 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
    2023/05/12 by Yuan Tian, Tian, Yuan, Zhang, Zheng +7 · 5 citations
    Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #I.2.7 #Scientific Computing and Data Management #Semantic Web and Ontologies
  20. TARGET: Automated Scenario Generation from Traffic Rules for Testing Autonomous Vehicles via Validated LLM-Guided Knowledge Extraction
    2023/05/10 by Yao Deng, Deng, Yao, Zhi Tu +9 · 5 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  21. Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces
    2025/05/30 by Luo, Gen, Ganlin Yang, Yang, Ganlin +30 · 16 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Automated Systems #Speech and dialogue systems
  22. Faster Min-Plus Product for Monotone Instances
    2022/04/09 by Shucheng Chi, Ran Duan, Chi, Shucheng +5 · 3 citations
    Computer Science · Engineering · #Coding theory and cryptography #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #F.2.2 #FOS: Computer and information sciences #graph theory and CDMA systems
  23. The development history and recent updates on soy protein-based meat alternatives
    2021/01/30 by Tianyi Zhang, Wei Dou, Xin Zhang +4 · 3 citations
    Agricultural and Biological Sciences · Nursing · #Food and Agricultural Sciences #Food composition and properties #Proteins in Food Systems
  24. SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs
    2023/05/23 by Tian Sheng, Jihai Dong, Tian, Sheng +17 · 3 citations
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
  25. MASTER: A Multi-Agent System with LLM Specialized MCTS
    2025/01/24 by Bingzheng Gan, Gan, Bingzheng, Tianyi Zhang +12 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  26. Multi-class Classification from Multiple Unlabeled Datasets with Partial Risk Regularization
    2022/07/04 by Yuting Tang, Tang, Yuting, N. Lu +5 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  27. Unifying Scene Representation and Hand-Eye Calibration with 3D Foundation Models
    2024/04/17 by Weiming Zhi, Haozhan Tang, Zhi, Weiming +5 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Robotics (cs.RO)
  28. Dango: A Mixed-Initiative Data Wrangling System using Large Language Model
    2025/03/05 by Weihao Chen, Chen, Wei-Hao, Amanda Case +4 · 4 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Visualization and Analytics #Data Quality and Management
  29. Automated Summarization of Stack Overflow Posts
    2023/05/26 by Bonan Kou, Muhao Chen, Kou, Bonan +3 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
  30. Improved distance sensitivity oracles via tree partitioning
    2016/05/15 by Ran Duan, Duan, Ran, Tianyi Zhang +1 · 1 citation
    Computer Science · #Complexity and Algorithms in Graphs #Algorithms and Data Compression #Machine Learning and Algorithms
  31. A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions
    2023/08/25 by Tianyi Zhang, Zhang, Tianyi, Zheng Wang +7 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance
  32. Reasoning about the Unseen for Efficient Outdoor Object Navigation
    2023/09/18 by Quanting Xie, Tianyi Zhang, Xie, Quanting +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotic Path Planning Algorithms #Robotics (cs.RO)
  33. Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation
    2018/03/07 by Tianyi Zhang, Guosheng Lin, Zhang, Tianyi +9 · 1 citation
    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
  34. Transformer-based Selective Super-Resolution for Efficient Image Refinement
    2023/12/10 by Tianyi Zhang, Kishore Kasichainula, Zhang, Tianyi +9 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  35. Analyzing and Supporting Adaptation of Online Code Examples
    2019/05/28 by Tianyi Zhang, Zhang, Tianyi, Di Yang +5 · 1 citation
    Computer Science · #Software Engineering Research #Open Source Software Innovations #Web Data Mining and Analysis
  36. Leveraging LLMs to Predict Affective States via Smartphone Sensor Features
    2024/07/11 by Tianyi Zhang, Songyan Teng, Zhang, Tianyi +5 · 3 citations
    Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  37. Enhancing Multi-Agent Communication through Attention Steering with Context Relevance
    2026/05/28 by Hongxiang Zhang, Yuan Tian, Tianyi Zhang · 1 voice
    #cs.AI
  38. Demystifying Orthogonal Monte Carlo and Beyond
    2020/05/27 by Han Lin, Lin, Han, Haoxian Chen +7 · 1 citation
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Mathematical Approximation and Integration #Statistical Methods and Inference
  39. A One-step Approach to Covariate Shift Adaptation
    2020/07/08 by Tianyi Zhang, Zhang, Tianyi, Ikko Yamane +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  40. Sulfur Vacancy Related Optical Transitions in Graded Alloys of MoxW1-xS2 Monolayers
    2023/08/29 by Mahdi Ghafariasl, Ghafariasl, Mahdi, Tianyi Zhang +15 · 2 citations
    Materials Science · Engineering · #2D Materials and Applications #Chalcogenide Semiconductor Thin Films #Quantum Dots Synthesis And Properties
  41. Instructing Robots by Sketching: Learning from Demonstration via Probabilistic Diagrammatic Teaching
    2023/09/07 by Weiming Zhi, Zhi, Weiming, Tianyi Zhang +3 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics (cs.RO)
  42. Vizing's Theorem in Near-Linear Time
    2024/10/07 by Sepehr Assadi, Soheil Behnezhad, Assadi, Sepehr +9 · 1 voice · 3 citations
    Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #cs.DS
  43. SplaTraj: Camera Trajectory Generation with Semantic Gaussian Splatting
    2024/10/08 by Xinyi Liu, Tianyi Zhang, Liu, Xinyi +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
  44. Beyond traditional interviews: Psychometric analysis of asynchronous video interviews for personality and interview performance evaluation using machine learning
    2024/05/01 by Antonis Koutsoumpis, Sina Ghassemi, Janneke K. Oostrom +4 · 2 citations
  45. Gomory-Hu Trees in Quadratic Time
    2021/12/02 by Tianyi Zhang, Zhang, Tianyi · 1 citation
    Computer Science · #Advanced Graph Theory Research #Algorithms and Data Compression #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
  46. RecGS: Removing Water Caustic with Recurrent Gaussian Splatting
    2024/07/14 by Tianyi Zhang, Zhang, Tianyi, Weiming Zhi +9 · 3 citations
    Engineering · Environmental Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Esophageal and GI Pathology #FOS: Computer and information sciences #Marine and Offshore Engineering Studies #Methane Hydrates and Related Phenomena
  47. Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code
    2024/10/13 by Nan Jiang, Jiang, Nan, Qi Li +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Text Readability and Simplification #Machine Learning in Healthcare
  48. AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions
    2023/04/12 by Deyun Lyu, Lyu, Deyun, Jiayang Song +11 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Smart Grid Security and Resilience #Software Engineering (cs.SE) #Systems and Control (eess.SY) #electronic engineering #information engineering
  49. From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization
    2025/03/02 by Chao Yuan, Guiwei Zhang, Yuan, Chao +7 · 4 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Forensic Anthropology and Bioarchaeology Studies
  50. Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining
    2025/02/09 by Haochen Zhang, Zhang, Haochen, Junze Yin +13 · 2 citations
    Engineering · #Advanced Surface Polishing Techniques #Advanced machining processes and optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mineral Processing and Grinding
  51. From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness Benchmarking
    2024/06/24 by Xiaohao Xu, Tianyi Zhang, Xu, Xiaohao +15 · 1 citation
    Engineering · Earth and Planetary Sciences · Computer Science · #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage #Robotic Path Planning Algorithms
  52. Neighbor-Based Feature and Index Enhancement for Person Re-Identification
    2025/04/16 by Chao Yuan, Tianyi Zhang, Yuan, Chao +3 · 3 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Gait Recognition and Analysis
  53. AWARE Narrator and the Utilization of Large Language Models to Extract Behavioral Insights from Smartphone Sensing Data
    2024/11/07 by Tianyi Zhang, Miu Kojima, Zhang, Tianyi +3 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Human-Computer Interaction (cs.HC)
  54. AutoJournaling: A Context-Aware Journaling System Leveraging MLLMs on Smartphone Screenshots
    2024/09/15 by Tianyi Zhang, Zhang, Tianyi, Shiquan Zhang +9 · 1 citation
    Computer Science · #Service-Oriented Architecture and Web Services #Peer-to-Peer Network Technologies #Semantic Web and Ontologies
  55. Robust State Estimation for Legged Robots with Dual Beta Kalman Filter
    2024/11/18 by Tianyi Zhang, Wenhan Cao, Zhang, Tianyi +9 · 1 citation
    Computer Science · Engineering · #Adaptive Control of Nonlinear Systems #FOS: Computer and information sciences #Fault Detection and Control Systems #Robotics (cs.RO) #Target Tracking and Data Fusion in Sensor Networks
  56. HEPHA: A Mixed-Initiative Image Labeling Tool for Specialized Domains
    2025/03/05 by Shiyuan Zhou, Bingxuan Li, Zhou, Shiyuan +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Data Visualization and Analytics
  57. A Lossless Deamortization for Dynamic Greedy Set Cover
    2024/07/08 by Shay Solomon, Solomon, Shay, Amitai Uzrad +3 · 2 citations
    Computer Science · #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
  58. Teaching Robots Where To Go And How To Act With Human Sketches via Spatial Diagrammatic Instructions
    2024/03/19 by Qilin Sun, Sun, Qilin, Weiming Zhi +5 · 1 citation
    Computer Science · Engineering · #Augmented Reality Applications #BIM and Construction Integration #FOS: Computer and information sciences #Robotics (cs.RO) #Spatial Cognition and Navigation
  59. Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation
    2023/12/12 by Shaopeng Zhai, Jie Wang, Zhai, Shaopeng +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Topic Modeling
  60. RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model
    2026/07/20 by Kehan Li, Bohan Hou, Minghao Zhu +27 · 1 voice
    #cs.RO
  61. Sharp moduli of continuity for Gaussian fields and stochastic PDEs via correlation bounds
    2026/07/23 by Cheuk Yin Lee, Tianyi Zhang
    #math.PR
  62. PathAgentBench: Benchmarking Evidence-Seeking Vision-Language Models on Whole-Slide Pathology Image
    2026/07/21 by Dankai Liao, Tianyi Zhang, Yufeng Wu +6
    Computer Science · #cs.AI #cs.CV
  63. Monetary policy and renewable energy development: a cross-country perspective
    2026/07/24 by Haijie Wang, Tianyi Zhang, Songsai Wu +1
    Energy · Economics, Econometrics and Finance · #Global Energy Security and Policy #Global Energy and Sustainability Research #Sustainable Finance and Green Bonds
  64. PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis
    2026/07/26 by Chi Phan, Tianyi Zhang, Yufeng Wu +7
    #cs.CV #cs.AI