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

James Zou

  1. Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models
    2025/03/03 by Meghana Rajeev, Meghana Arakkal Rajeev, Rajeev, Meghana +15 · 44 voices · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  2. Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
    2024/03/11 by Weixin Liang, Liang, Weixin, Zachary Izzo +22 · 25 voices · 43 citations
    Medicine · #Artificial Intelligence in Healthcare and Education
  3. Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
    2025/10/06 by Qizheng Zhang, Zhang, Qizheng, Changran Hu +24 · 15 voices · 26 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #cs.AI #cs.CL #cs.LG
  4. GPT detectors are biased against non-native English writers
    2023/04/06 by Weixin Liang, Liang, Weixin, Mert Yuksekgonul +9 · 13 voices · 26 citations
    Medicine · Computer Science · Social Sciences · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Ethics and Social Impacts of AI
  5. How is ChatGPT's behavior changing over time?
    2023/07/18 by Lingjiao Chen, Chen, Lingjiao, Matei Zaharia +3 · 8 voices · 34 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.AI #cs.CL #cs.LG
  6. The Widespread Adoption of Large Language Model-Assisted Writing Across Society
    2025/02/13 by Weixin Liang, Liang, Weixin, Yaohui Zhang +9 · 17 voices · 24 citations
    Computer Science · #Topic Modeling #cs.CL
  7. FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
    2023/05/09 by Lingjiao Chen, Chen, Lingjiao, Matei Zaharia +3 · 4 voices · 93 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.SE
  8. TextGrad: Automatic "Differentiation" via Text
    2024/06/11 by Mert Yüksekgönül, Mert Yuksekgonul, Federico Bianchi +12 · 3 voices · 37 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
  9. Can large language models provide useful feedback on research papers? A large-scale empirical analysis
    2023/10/03 by Weixin Liang, Liang, Weixin, Yuhui Zhang +24 · 15 voices · 44 citations
    Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.HC #cs.LG
  10. 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 · 127 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  11. Mapping the Increasing Use of LLMs in Scientific Papers
    2024/04/01 by Weixin Liang, Liang, Weixin, Yaohui Zhang +27 · 6 voices · 27 citations
    Computer Science · Social Sciences · #cs.CL #cs.AI #cs.DL #cs.LG #cs.SI
  12. Moloch's Bargain: Emergent Misalignment When LLMs Compete for Audiences
    2025/10/07 by Batu El, James Zou, El, Batu +1 · 23 voices · 2 citations
    Computer Science · #Library Science and Information Systems
  13. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word\n Embeddings
    2016/07/21 by Tolga Bolukbasi, Kai-Wei Chang, Bolukbasi, Tolga +7 · 160 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text Readability and Simplification #Topic Modeling
  14. Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents
    2025/09/08 by Jiacheng Miao, Joe R. Davis, Miao, Jiacheng +7 · 14 voices · 11 citations
    Computer Science · Decision Sciences · #Scientific Computing and Data Management #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
  15. Data Shapley: Equitable Valuation of Data for Machine Learning
    2019/04/05 by Amirata Ghorbani, James Zou, Ghorbani, Amirata +1 · 86 citations
    Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Forecasting Techniques and Applications #Machine Learning in Healthcare
  16. Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
    2022/03/03 by Weixin Liang, Liang, Weixin, Yuhui Zhang +7 · 83 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  17. Making AI Forget You: Data Deletion in Machine Learning
    2019/07/11 by Antonio Ginart, Ginart, Antonio, Melody Y. Guan +5 · 61 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  18. When and why vision-language models behave like bags-of-words, and what to do about it?
    2022/10/04 by Mert Yüksekgönül, Yuksekgonul, Mert, Federico Bianchi +7 · 75 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  19. Mixture-of-Agents Enhances Large Language Model Capabilities
    2024/06/07 by Junlin Wang, Wang, Junlin, Jue Wang +7 · 91 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  20. Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
    2023/09/14 by Federico Bianchi, Mirac Suzgun, Mirac Süzgün +12 · 2 voices · 49 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
  21. What Should Data Science Education Do with Large Language Models?
    2023/07/06 by Xinming Tu, Tu, Xinming, James Zou +5 · 6 voices · 2 citations
    #cs.CY #cs.AI #cs.CL
  22. A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
    2020/07/15 by Nicole Almanzar, Jane Antony, Ankit S. Baghel +148 · 40 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Neuroscience · #Immune cells in cancer #Neuroinflammation and Neurodegeneration Mechanisms #Single-cell and spatial transcriptomics
  23. Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild
    2019/06/06 by Abubakar Abid, Abid, Abubakar, Ali Abdalla +9 · 33 citations
    Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management #Topic Modeling
  24. MOPO: Model-based Offline Policy Optimization
    2020/05/27 by Tianhe Yu, Yu, Tianhe, Garrett Thomas +13 · 33 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
  25. Approximate Data Deletion from Machine Learning Models
    2020/02/24 by Zachary Izzo, Mary Anne Smart, Izzo, Zachary +5 · 29 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  26. Interpretation of Neural Networks is Fragile
    2017/10/29 by Amirata Ghorbani, Ghorbani, Amirata, Abubakar Abid +3 · 30 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  27. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
    2023/11/11 by Sheng Liu, Liu, Sheng, Ye, Haotian +4 · 48 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  28. Post-hoc Concept Bottleneck Models
    2022/05/31 by Mert Yüksekgönül, Maggie Haitian Wang, Yuksekgonul, Mert +3 · 34 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  29. Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
    2026/05/03 by Zhuofeng Li, Haoxiang Zhang, Cong Wei +16 · 11 voices · 5 citations
    #cs.IR #cs.AI
  30. Persistent Anti-Muslim Bias in Large Language Models
    2021/01/14 by Abubakar Abid, Abid, Abubakar, Maheen Farooqi +3 · 26 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  31. Lack of Transparency and Potential Bias in Artificial Intelligence Data Sets and Algorithms
    2021/09/24 by Roxana Daneshjou, Mary P. Smith, Mary Sun +2 · 1 voice · 32 citations
    Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #Artificial Intelligence in Healthcare and Education #AI in cancer detection
  32. Simple linear attention language models balance the recall-throughput tradeoff
    2024/02/28 by Simran Arora, Sabri Eyuboglu, Arora, Simran +15 · 31 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks
  33. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Lichao Sun, Huang, Yue +136 · 30 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  34. Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning
    2021/10/26 by Yongchan Kwon, James Zou, Kwon, Yongchan +1 · 18 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  35. Zoology: Measuring and Improving Recall in Efficient Language Models
    2023/12/08 by Simran Arora, Arora, Simran, Sabri Eyuboglu +13 · 24 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  36. Improving Out-of-Distribution Robustness via Selective Augmentation
    2022/01/02 by Huaxiu Yao, Yao, Huaxiu, Yu Wang +11 · 14 citations
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  37. Quantifying large language model usage in scientific papers
    2025/08/04 by Weixin Liang, Yaohui Zhang, Zhengxuan Wu +11 · 1 voice · 31 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  38. ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence
    2024/04/16 by Kevin Wu, Wu, Kevin, Eric Wu +3 · 21 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Finance and Governance #FOS: Computer and information sciences
  39. MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
    2024/08/06 by Yunfei Xie, Ce Zhou, Xie, Yunfei +19 · 24 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  40. The Virtual Lab of AI agents designs new SARS-CoV-2 nanobodies
    2025/07/29 by Kyle Swanson, Wesley Wu, Nash L. Bulaong +2 · 2 voices · 38 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #SARS-CoV-2 and COVID-19 Research #COVID-19 diagnosis using AI #Cell Image Analysis Techniques
  41. GPT detectors are biased against non-native English writers
    2023/07/01 by Weixin Liang, Mert Yüksekgönül, Yining Mao +2 · 2 voices · 13 citations
    Social Sciences · Medicine · #Academic integrity and plagiarism #Artificial Intelligence in Healthcare and Education
  42. Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
    2024/03/04 by Lingjiao Chen, Chen, Lingjiao, Jared Quincy Davis +11 · 17 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Law, AI, and Intellectual Property #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  43. AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning
    2024/06/17 by Shirley Wu, Shiyu Zhao, Wu, Shirley +17 · 19 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications
  44. Learning to Discover at Test Time
    2026/01/22 by Mert Yuksekgonul, Daniel Koceja, Xinhao Li +8 · 3 voices · 1 citation
    Computer Science · #cs.LG #cs.AI
  45. Protein structure generation via folding diffusion
    2024/02/05 by Kevin Wu, Kevin Yang, Rianne van den Berg +4 · 1 voice · 12 citations
    Biochemistry, Genetics and Molecular Biology · #Protein Structure and Dynamics #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms
  46. InterPLM: Discovering Interpretable Features in Protein Language Models via Sparse Autoencoders
    2024/11/13 by Elana P. Simon, Simon, Elana, James Zou +1 · 21 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  47. STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases
    2024/04/19 by Shirley Wu, Wu, Shirley, Shiyu Zhao +17 · 14 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Library Science and Information Systems #Machine Learning (cs.LG) #Natural Language Processing Techniques
  48. TFG: Unified Training-Free Guidance for Diffusion Models
    2024/09/24 by Haotian Ye, Haowei Lin, Ye, Haotian +15 · 19 citations
    Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
  49. Diagnosing and Rectifying Vision Models using Language
    2023/02/08 by Yuhui Zhang, Zhang, Yuhui, Jeff Z. HaoChen +9 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases
  50. How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
    2024/02/08 by Federico Bianchi, Bianchi, Federico, Patrick John Chia +9 · 13 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #Corporate Governance and Law #Digital Platforms and Economics #FOS: Computer and information sciences
  51. Reducing Hallucinations in Vision-Language Models via Latent Space Steering
    2024/10/21 by Sheng Liu, Haotian Ye, Liu, Sheng +5 · 18 citations
    Medicine · #Epilepsy research and treatment
  52. CollabLLM: From Passive Responders to Active Collaborators
    2025/02/02 by Shirley Wu, Michel Galley, Wu, Shirley +17 · 23 citations
    Computer Science · #Semantic Web and Ontologies
  53. Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
    2025/04/13 by Nitya Thakkar, Thakkar, Nitya, Mert Yuksekgonul +16 · 3 voices · 15 citations
    Social Sciences · #Delphi Technique in Research
  54. Concrete Autoencoders for Differentiable Feature Selection and Reconstruction
    2019/01/27 by Abubakar Abid, Abid, Abubakar, Muhammad Fatih Balin +3 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene expression and cancer classification #Neural Networks and Applications #Machine Learning and Data Classification
  55. How to Learn when Data Gradually Reacts to Your Model
    2021/12/13 by Zachary Izzo, Izzo, Zachary, James Zou +3 · 7 citations
    Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  56. MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts
    2022/02/14 by Weixin Liang, James Zou, Liang, Weixin +1 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
  57. OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning
    2025/02/16 by Lü Pan, Lu, Pan, Bowen Chen +9 · 20 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  58. Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings
    2019/04/02 by Dorottya Demszky, Demszky, Dorottya, Nikhil Garg +11 · 6 citations
    Social Sciences · #Social Media and Politics #Terrorism, Counterterrorism, and Political Violence #Misinformation and Its Impacts
  59. Holistic Analysis of Hallucination in GPT-4V(ision): Bias and Interference Challenges
    2023/11/06 by Chenhang Cui, Cui, Chenhang, Yiyang Zhou +11 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Why Adaptively Collected Data Have Negative Bias and How to Correct for It
    2017/08/07 by Xinkun Nie, Nie, Xinkun, Xiaoying Tian +5 · 1 voice · 3 citations
    Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials #cs.LG #stat.ML
  61. DataPerf: Benchmarks for Data-Centric AI Development
    2022/07/20 by Mark Mazumder, Mazumder, Mark, Colby Banbury +78 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  62. Contrastive Variational Autoencoder Enhances Salient Features
    2019/02/12 by Abubakar Abid, James Zou, Abid, Abubakar +1 · 4 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  63. Latent Collaboration in Multi-Agent Systems
    2025/11/25 by Jiaru Zou, Zou, Jiaru, Ruizhong Qiu +23 · 4 voices · 3 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  64. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
    2025/05/23 by Chengzhi Liu, Liu, Chengzhi, Zhongxing Xu +13 · 23 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  65. A Distributional Framework for Data Valuation
    2020/02/27 by Amirata Ghorbani, Ghorbani, Amirata, Michael P. Kim +3 · 4 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sports Analytics and Performance
  66. Cartridges: Lightweight and general-purpose long context representations via self-study
    2025/06/06 by Sabri Eyuboglu, Ryan Ehrlich, Eyuboglu, Sabri +18 · 18 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  67. GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
    2023/12/07 by Shirley Wu, Kaidi Cao, Wu, Shirley +7 · 7 citations
    Computer Science · Environmental Science · #Advanced Graph Neural Networks #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)
  68. Accelerating Transformers with Spectrum-Preserving Token Merging
    2024/05/25 by Hoai-Chau Tran, Tran, Hoai-Chau, Duy M. H. Nguyen +17 · 9 citations
    Computer Science · Medicine · #Algorithms and Data Compression #Retinal Imaging and Analysis #Distributed systems and fault tolerance
  69. Efficient computation and analysis of distributional Shapley values
    2020/07/02 by Yongchan Kwon, Kwon, Yongchan, Manuel A. Rivas +3 · 4 citations
    Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  70. Polygenic enrichment distinguishes disease associations of individual cells in single-cell RNA-seq data
    2022/09/01 by Martin Jinye Zhang, Kangcheng Hou, Kushal K. Dey +14 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Atherosclerosis and Cardiovascular Diseases #Extracellular vesicles in disease #Single-cell and spatial transcriptomics
  71. Mixed Dimension Embeddings with Application to Memory-Efficient Recommendation Systems
    2019/09/25 by Antonio Ginart, Maxim Naumov, Ginart, Antonio +7 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
  72. Protein Large Language Models: A Comprehensive Survey
    2025/02/21 by Yijia Xiao, Xiao, Yijia, Wanjia Zhao +30 · 6 voices · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Machine Learning in Bioinformatics #cs.AI #cs.CE #cs.CL #cs.LG #q-bio.BM
  73. SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
    2024/05/28 by Rahul Thapa, Bryan He, Thapa, Rahul +11 · 8 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sleep and Wakefulness Research #electronic engineering #information engineering
  74. SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
    2025/02/07 by Wanjia Zhao, Mert Yüksekgönül, Zhao, Wanjia +5 · 12 citations
    Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services
  75. Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value
    2023/04/16 by Yongchan Kwon, Kwon, Yongchan, James Zou +1 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  76. Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
    2024/01/29 by Ian Covert, Covert, Ian, Chanwoo Kim +8 · 2 voices · 3 citations
    Computer Science · #Machine Learning and Data Classification
  77. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
    2025/03/20 by Andy Zhou, Zhou, Andy, Kevin Wu +17 · 11 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Security and Verification in Computing
  78. When and How Mixup Improves Calibration
    2021/02/11 by Linjun Zhang, Zhun Deng, Zhang, Linjun +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  79. FrugalML: How to Use ML Prediction APIs More Accurately and Cheaply
    2020/06/12 by Lingjiao Chen, Matei Zaharia, Chen, Lingjiao +3 · 3 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sentiment Analysis and Opinion Mining #Topic Modeling
  80. Self-rationalization improves LLM as a fine-grained judge
    2024/10/07 by Prapti Trivedi, Trivedi, Prapti, Aditya Gulati +17 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  81. Contrastive Principal Component Analysis
    2017/09/20 by Abubakar Abid, Martin Jinye Zhang, Abid, Abubakar +5 · 2 citations
    Chemistry · Biochemistry, Genetics and Molecular Biology · Engineering · #Spectroscopy and Chemometric Analyses #Spectroscopy Techniques in Biomedical and Chemical Research #Remote-Sensing Image Classification
  82. What's documented in AI? Systematic Analysis of 32K AI Model Cards
    2024/02/07 by Weixin Liang, Nazneen Fatema Rajani, Liang, Weixin +13 · 4 citations
    Engineering · Health Professions · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  83. TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter
    2023/06/14 by Yiqun Chen, Chen, Yiqun, James Zou +1 · 3 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Applications (stat.AP) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  84. Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
    2024/05/06 by Jiachen T. Wang, Wang, Jiachen T., T.S. Yang +7 · 4 citations
    Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  85. Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations
    2021/06/24 by Abubakar Abid, Mert Yüksekgönül, Abid, Abubakar +3 · 2 citations
    Computer Science · #Data Stream Mining Techniques #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
  86. FineTuneBench: How well do commercial fine-tuning APIs infuse knowledge into LLMs?
    2024/11/07 by Eric Wu, Kevin Wu, Wu, Eric +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
  87. Submix: Practical Private Prediction for Large-Scale Language Models
    2022/01/04 by Antonio Ginart, Laurens van der Maaten, Ginart, Antonio +5 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  88. Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on Hugging Face
    2024/01/24 by Xinyu Yang, Yang, Xinyu, Weixin Liang +3 · 3 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  89. SEAL : Interactive Tool for Systematic Error Analysis and Labeling
    2022/10/11 by Nazneen Fatema Rajani, Rajani, Nazneen, Weixin Liang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  90. Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models
    2025/02/21 by Avanika Narayan, Narayan, Avanika, Dan Biderman +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  91. Belief in the Machine: Investigating Epistemological Blind Spots of Language Models
    2024/10/28 by Mirac Suzgun, Tayfun Gur, Suzgun, Mirac +11 · 3 voices · 2 citations
    #cs.CL #cs.AI #cs.CY
  92. Solving Inequality Proofs with Large Language Models
    2025/06/09 by Pan Lu, Jiayi Sheng, Lu, Pan +10 · 8 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Topic Modeling
  93. Beyond Confidence: Reliable Models Should Also Consider Atypicality
    2023/05/29 by Mert Yüksekgönül, Linjun Zhang, Yuksekgonul, Mert +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  94. NeuralFDR: Learning Discovery Thresholds from Hypothesis Features
    2017/11/03 by Fei Xia, Martin Jinye Zhang, Xia, Fei +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Applications (stat.AP) #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
  95. Can AI Be as Creative as Humans?
    2024/01/03 by Haonan Wang, Wang, Haonan, James Zou +18 · 2 citations
    Materials Science · Computer Science · Social Sciences · #Machine Learning in Materials Science #Topic Modeling #Language and cultural evolution
  96. Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization
    2018/10/26 by Jaime Roquero Gimenez, Gimenez, Jaime Roquero, James Zou +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Molecular Biology Techniques and Applications #Genetic and phenotypic traits in livestock
  97. Autowarp: Learning a Warping Distance from Unlabeled Time Series Using\n Sequence Autoencoders
    2018/10/23 by Abubakar Abid, Abid, Abubakar, James Zou +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Time Series Analysis and Forecasting
  98. New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking
    2023/12/04 by Karanpartap Singh, James Zou, Singh, Karanpartap +1 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  99. The Agentic Garden of Forking Paths
    2026/07/01 by Jiacheng Miao, Jonathan K Pritchard, James Zou · 2 voices
    Computer Science · Mathematics · #cs.AI #stat.ME
  100. Multi-Agent Teams Hold Experts Back
    2026/02/01 by Aneesh Pappu, Batu El, Hancheng Cao +4 · 2 voices · 2 citations
    #cs.MA #cs.AI
  101. Learning transport cost from subset correspondence
    2019/09/29 by Ruishan Liu, Liu, Ruishan, Akshay Balsubramani +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Single-cell and spatial transcriptomics
  102. Data-Driven Subgroup Identification for Linear Regression
    2023/04/29 by Zachary Izzo, Ruishan Liu, Izzo, Zachary +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Clustering Algorithms Research #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  103. ProteinCLIP: enhancing protein language models with natural language
    2024/05/17 by Kevin Wu, Howard F. Chang, James Zou · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Machine Learning in Bioinformatics #Topic Modeling
  104. The Price Reversal Phenomenon: When Cheaper Reasoning Models Cost More
    2026/03/25 by Lingjiao Chen, Chi Zhang, Yeye He +3 · 2 voices
    Computer Science · #cs.CL #cs.AI #cs.GT #cs.LG #cs.MA
  105. Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models
    2024/06/03 by Rahul Thapa, Thapa, Rahul, Kezhen Chen +10 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  106. Disentangling Reasoning and Knowledge in Medical Large Language Models
    2025/05/16 by Rahul Thapa, Thapa, Rahul, Qingyang Wu +25 · 4 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
  107. Generative Evaluation of Complex Reasoning in Large Language Models
    2025/04/03 by Haowei Lin, Xiangyu Wang, Lin, Haowei +16 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  108. Improving LLM Group Fairness on Tabular Data via In-Context Learning
    2024/12/05 by Valeriia Cherepanova, Chia-Jung Lee, Cherepanova, Valeriia +11 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI
  109. Data Acquisition: A New Frontier in Data-centric AI
    2023/11/22 by Lingjiao Chen, Chen, Lingjiao, Bilge Acun +19 · 1 citation
    Decision Sciences · Business, Management and Accounting · Computer Science · #Data Quality and Management #Big Data and Business Intelligence #Privacy-Preserving Technologies in Data
  110. Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs
    2024/04/26 by Valeriia Cherepanova, James Zou, Cherepanova, Valeriia +1 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  111. In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
    2025/10/07 by Zhunan Li, Zhuofeng Li, Li, Zhuofeng +16 · 1 voice · 6 citations
    Computer Science · Decision Sciences · #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications #cs.AI #cs.CL #cs.LG #cs.MA
  112. Proper Dataset Valuation by Pointwise Mutual Information
    2024/05/28 by Shuran Zheng, Zheng, Shuran, Xuan Qi +6 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Forecasting Techniques and Applications #Customer churn and segmentation
  113. Efficient Online ML API Selection for Multi-Label Classification Tasks
    2021/02/18 by Lingjiao Chen, Matei Zaharia, Chen, Lingjiao +3 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Web Data Mining and Analysis #Sentiment Analysis and Opinion Mining
  114. A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
    2025/05/25 by Yuzheng Hu, Fan Wu, Hu, Yuzheng +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Reinforcement Learning in Robotics
  115. Neural Group Testing to Accelerate Deep Learning
    2020/11/21 by Weixin Liang, Liang, Weixin, James Zou +1 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #SARS-CoV-2 detection and testing #Machine Learning and Algorithms
  116. Provable Membership Inference Privacy
    2022/11/12 by Zachary Izzo, Jinsung Yoon, Izzo, Zachary +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
  117. Next-Gen Therapeutics: Pioneering Drug Discovery with iPSCs, Genomics, AI, and Clinical Trials in a Dish
    2024/09/16 by Zehra Yıldırım, Zehra Yildirim, Kyle Swanson +4 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · #3D Printing in Biomedical Research #Pluripotent Stem Cells Research
  118. FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
    2024/11/04 by Fan Nie, Xiaotian Hou, Nie, Fan +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  119. Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
    2025/05/05 by Junlin Wang, Roy Xie, Wang, Junlin +15 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  120. EvoLM: In Search of Lost Language Model Training Dynamics
    2025/06/19 by Zhenting Qi, Fan Nie, Qi, Zhenting +15 · 1 voice · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
  121. Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models
    2025/12/10 by Magnus Ruud Kjær, Kjaer, Magnus Ruud, Rahul Thapa +17 · 2 citations
    Medicine · Neuroscience · Psychology · #Obstructive Sleep Apnea Research #EEG and Brain-Computer Interfaces #Sleep and related disorders
  122. SMIR: Efficient Synthetic Data Pipeline To Improve Multi-Image Reasoning
    2025/01/07 by Andrew C. Li, Rahul Thapa, Li, Andrew +9 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques
  123. AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
    2026/07/21 by Kunlun Zhu, Xuyan Ye, Zhiguang Han +9 · 1 voice · 1 citation
    #cs.AI #cs.CL
  124. A vision foundation model for single-cell biology via spatial gene cartography
    2026/07/15 by Ridvan Yesiloglu, Sakib Mostafa, James Zou +5
    #q-bio.QM #cs.CV #cs.LG
  125. Agentic AI-enabled discovery across large-scale sleep physiology
    2026/07/28 by Rahul Thapa, Umaer Hanif, Robin Guillard +10
    Computer Science · #cs.MA