Cornell AI Research Papers
80 recent artificial intelligence research papers authored by Cornell University faculty and affiliates, drawn from arXiv, newest first.
80 listed
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Aristotle: IMO-level Automated Theorem Proving2026-09-25Daniel Halpern-Leistner
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ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning2026-09-24Nusrat Binta Nizam, Fengbei Liu, Sunwoo Kwak, Minh Nguyen, Ruining Deng, Mert Rory Sabuncu
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MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations2026-09-24Xinzi He, Yuechen Yang, Mert Rory Sabuncu, Yihe Yang, Ruining Deng
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Creating Group Rules with AI: Human-AI Collaboration in WhatsApp Moderation2026-09-23Gauri Nayak, Farhana Shahid, Aditya Vashistha
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Rule Development in Online Communities Amidst Growth and Generative AI2026-09-23Andy Zhao, Mor Naaman
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String-breaking dynamics in a quantum simulator2026-09-23Or Katz
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Uncoded Clinical Features from Multilingual Electronic Health Records in Catalonia: Development and Validation Study2026-09-22Silvia Fernández-García
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Humanlike AI May Strengthen Women’s Agreement With Sexist Stereotypes2026-09-14Sterling Williams‐Ceci, Mor Naaman
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On the convergence of the AAA algorithm2026-09-13Alex Townsend
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Learning Communication-Conditioned Generative Policies for Decentralized Multi-Agent Collision Avoidance2026-09-13Prajwal Koirala, Mark Campbell
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VGFM: Expressive Robot Policies via Dense Value Guidance in Flow Matching2026-09-13Prajwal Koirala, Mark Campbell
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On the convergence of the AAA algorithm2026-09-10Alex Townsend
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AnExplainable AI Engineering Framework for Claims-Only First-Stage Provider Audit Triage Using SHAP-Guided Hybrid Retrieval-Augmented Generation2026-09-10Hongyu Shen
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On the convergence of the AAA algorithm2026-09-10Alex Townsend
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Private Computation Space: Experience with Trusted Multi-Cluster Federated Learning for Agriculture2026-09-01Shuangyu Lei, Jacob Belding, Sam Mosher, Manushi B. Trivedi, Shivranjani Baruah, Liam Wickes-Do, Sijin Li, Kelly Robbins, Michael Gore, Margaret Frank, Steven W
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Understanding Usage Intention and Behavior for a Health Chatbot: An Integrated Model Applied to Non-Latino, English-preferring Latino, and Spanish-preferring Latino Populations2026-09-01Melissa Frey, Ravi Sharaf
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Large Language Models Persuade Without Planning Theory of Mind2026-09-01Ned Cooper
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Privacy-Preserving Reinforcement Learning with One-Sided Feedback2026-09-01Lin William Cong
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AI-enabled remote sensing reveals two urban rooftop PV adoption pathways: household vs. large-roof2026-08-30Yue Zhuo, Fengqi You
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THE DATA APIARY: MICROCLIMATE VISUALIZATION AND KNIT MATERIAL TOOLS FOR APICULTURE COMMUNICATION2026-08-26Kobe Phillips
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Learning Programs and Algorithms: Toward Efficient and Generalizable AI2026-08-26Hao Tang
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_-VADA: A CLASS OF GRAMMATICAL INFERENCE ACTIVE LEARNING ALGORITHMS2026-08-26Annabel Baniak
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Scaling the Efficiency of Large-Scale Learning with Structured Representations2026-08-26Albert Tseng
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Knowledge-Centric AI for Learning and Reasoning in Space and Time: Applications in Computational Sustainability2026-08-26Joshua Fan
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Adaptive Allocation of Compute Capacity in Large Language Models2026-08-26Woojeong Kim
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Essays on Latent Variable Models2026-08-26Dingyi Li
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Learning and Interpolating Green's functions learned from Data2026-08-26Harshwardhan Praveen
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Data-Aware Algorithms for Secure and Efficient Machine Learning Systems2026-08-26Trishita Tiwari
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LEGAL REASONING WITH SEARCH-AUGMENTED REINFORCEMENT LEARNING: A MULTI-TASK FRAMEWORK2026-08-26David Akinboro
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EVALUATING AND DESIGNING SPEECH RECOGNITION2026-08-26Anna Seo Gyeong Choi
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Implicit Regularization and Inductive Biases in Neural Network Training2026-08-26Annan Yu
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Towards Mixed-Initiative Machines for Creative Tasks2026-08-26Alexandra Bremers
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Reliable Causal Inference Under Unreliable Assumptions: Machine Learning Methods for Observational, Quasi-Experimental, and Structured Data2026-08-26Miruna Oprescu
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AI SIGNALING AND STARTUP VALUATION: EVIDENCE FROM LLM-BASED TEXT ANALYSIS2026-08-26Weiqi Han
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Causal Graphical Models in AI Reasoning & Expert Decision-Making2026-08-26Jacqueline R. M. A. Maasch
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Evaluating and Improving LLM reasoning with Externalized Value Signals2026-08-26Jin Peng Zhou
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Active Subsampling for Estimation and Inference of Individualized Thresholds2026-08-26Jingyi Duan
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Towards a multi-agent Clinical Trial Center framework to support modern clinical trials2026-08-24Bjorn Redfors, Weishen Pan, Chen Lyu, Mario Gaudino, Fei Wang, Hua Judy Zhong
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Artificial intelligence-based tumour infiltrating lymphocyte quantification in patients with triple-negative breast cancer: an independent validation study2026-08-24Sandra Demaria
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DeepMed: A Multi-Model Deep Learning Algorithm for Predicting Chronic Diseases2026-08-21Jahnvi Sehgal
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Text-trained LLMs can zero-shot extrapolate PDE dynamics, revealing a three-stage in-context learning mechanism2026-08-20Jiajun Bao, Toni J. B. Liu, Christopher J. Earls
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The half-life of a social norm: decay after enforcement removal in artificial agents2026-08-19Claire Choi
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Krypton-sputtered tantalum films for scalable high-performance quantum devices2026-08-18Maciej W. Olszewski, Lingda Kong, Simon Reinhardt, Daniel Tong, Xinyi Du, Haoran Lu, Saswata Roy, Luojia Zhang, David A. Muller, Valla Fatemi
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The half-life of a social norm: decay after enforcement removal in artificial agents2026-08-13Claire Choi
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The half-life of a social norm: decay after enforcement removal in artificial agents2026-08-13Claire Choi
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Data repository of the paper "Exponential quantum advantage for learning signals with a single qubit"2026-08-12Sridhar Prabhu, Saeed A. Khan, Mandar M. Sohoni, Xingrui Song, Saswata Roy, Alen Senanian, Valla Fatemi, Peter L. McMahon
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Data repository of the paper "Exponential quantum advantage for learning signals with a single qubit"2026-08-12Sridhar Prabhu, Saeed A. Khan, Mandar M. Sohoni, Xingrui Song, Saswata Roy, Alen Senanian, Valla Fatemi, Peter L. McMahon
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Efficiently computable strategies and limits for bosonic channel discrimination2026-08-11Mark M. Wilde
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An improved direct limit on the muon electric dipole moment2026-08-11T. Barrett, A. Chapelain, LK Gibbons
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The half-life of a social norm: decay after enforcement removal in artificial agents2026-08-08Claire Choi
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The half-life of a social norm: decay after enforcement removal in artificial agents2026-08-08Claire Choi
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Deep learning–based histologic classifiers enable molecular subtyping of metastatic prostate cancer2026-08-06Daniela Guevara, Chantal Chanel‐Vos, Christina Fedorov, John R. Otilano, Troy Kane, Jyothi Manohar, Michael Sigouros, Jones T. Nauseef, Ana Molina, David Nanus,
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Genome-scale molecular profiling from routine histopathology with a multimodal pathology foundation model2026-08-06Weiqing Chen
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ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?2026-08-06Fei Wang
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Uncertainty-Aware Adaptive Debate for Robust and Efficient Large Language Model Reasoning2026-08-05Xiaotian Fang
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Joint Inference of Trajectory and Obstacle in Mean-Field Games via Bilevel Optimization2026-08-04Tianyi Chen
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Human-Centered AI2026-08-03Geraldine McGinty
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cxreg: An R package for complex-valued lasso and graphical lasso2026-08-03Younghoon Kim, Navonil Deb, Sumanta Basu
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Search Versus Search for Collapsing Electoral Control Types2026-08-03Benjamin Carleton
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ON THE POWER PROPERTIES OF INFERENCE FOR PARAMETERS WITH INTERVAL IDENTIFIED SETS2026-08-03Amilcar Velez
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AdvPlan-Bench: Adversarial Evaluation of Structured Plan-Generation Agents2026-08-01Alina Kapanova, Arun Kanhai, Natan Vidra
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Machine learning in ecology: Current status and future directions in the big data era2026-08-01Yiqi Luo
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A Review of Off-Policy Evaluation in Reinforcement Learning2026-07-31Nathan Kallus
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KPIs 2024 challenge: Advancing glomerular segmentation from patch- to slide-level2026-07-31Ruining Deng
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KPIs 2024 challenge: Advancing glomerular segmentation from patch- to slide-level.2026-07-31Ruining Deng
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Fraud learns too: continual graph learning under strategic adversarial drift in dynamic networks2026-07-30Jiaying Chen
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MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems2026-07-30Mao-xun Huang, Zhengxin Zhang, Claire Cardie
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Broadband encoding and high-speed probabilistic bit generation with integrated microwave neurons2026-07-29Bala Govind, Pablo RAIGOZA, Alyssa Apsel
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Optimization under Persistent State-Dependent Bias: Gradient-based Method and Complexity Analysis2026-07-28Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Tianyi Chen
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Learning Distributions from Multiple Data Providers2026-07-27Jon Kleinberg, Amin Saberi, Xizhi Tan, Grigoris Velegkas
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A Trustworthy and Scalable AI Infrastructure for Large-Scale E-Commerce Systems2026-07-27Xinzhuo Sun
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Programming Spintronic Reservoir Computing2026-07-23Jason Z. Kim
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Simulation-Based Empirical Bayes2026-07-23Diana Cai
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Quantum optical neural networks using atom-cavity interactions to provide all-optical nonlinearity2026-07-22Peter L. McMahon
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On Optimization Complexity of Second-Order Certified Unlearning2026-07-22Nikita Doikov
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Structured Output Collapses Answer Diversity Across 44 Language Models2026-07-20Tapan Parikh
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Information-theoretic aspects of quantum channel discrimination2026-07-17Mark M. Wilde
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Information-theoretic aspects of quantum channel discrimination2026-07-17Mark M. Wilde
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Publicly-Verifiable Certificates for Statistical Algorithms2026-07-17Michael Ngo, Michael P. Kim
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Test-fairness deep learning with influence score2026-07-16Henry Horng‐Shing Lu