Cornell AI Research Papers
80 recent artificial intelligence research papers authored by Cornell University faculty and affiliates, drawn from arXiv, newest first.
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Machine Learning for Modern Cybersecurity: Trend-Driven Architectures, Threat Models, and Quantitative Evaluation2026-06-05Naga Sujitha Vummaneni
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Machine Learning for Modern Cybersecurity: Trend-Driven Architectures, Threat Models, and Quantitative Evaluation2026-06-05Naga Sujitha Vummaneni
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3rd International Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data)2026-05-26Immanuel Trummer
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From Queries to Qubits: Data Management Meets Quantum Computing2026-05-26Immanuel Trummer
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Elias in the Lighthouse, Again? Diagnosing Low Diversity in LLM Stories2026-05-26Sil Hamilton, David Mimno
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Altering Words to Evade Perceived Moderation: Decoding Algospeak in Chinese Social Media Video Captions2026-05-25Andy Zhao
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Triplet-Block Diffusion RWKV2026-05-25Ke Lin, Yiyang Luo, Zhaolong Su, Yunya Song, Anyi Rao
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Trace-Level Analysis of Information Contamination in Multi-Agent Systems2026-05-22Anna Mazhar, Sainyam Galhotra
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Goal-Oriented Reliability and Self-Improvement for Multi-Agent Systems2026-05-22Sainyam Galhotra
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Quantum Doeblin Coefficients: Interpretations and Applications2026-05-22Theshani Nuradha, Mark M. Wilde
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Learning Kernel-Based MDPs from Episodic Preferential Feedback2026-05-22Nikola Pavlović, Sattar Vakili, Qing Zhao
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Performance Guarantees for Quantum Neural Estimation of Entropies2026-05-21Ziv Goldfeld, Mark M. Wilde
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Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing2026-05-20Fengqi You
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A meta-model of low back pain to examine collective expert knowledge of treatment effects and their mechanisms2026-05-19Heidi Prather
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Backdooring Masked Diffusion Language Models2026-05-19Daniel Yiming Cao, Chengzhong Wang, Sheng-Yen Chou, Chengyu Huang, Pin-Yu Chen
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Interpretable Attribute Discretization2026-05-18Sainyam Galhotra
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Continuous Diffusion Scales Competitively with Discrete Diffusion for Language2026-05-18Zhihan Yang, Wei Guo, Shuibai Zhang, Subham Sekhar Sahoo, Yongxin Chen, Arash Vahdat, Morteza Mardani, John Thickstun
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Toward better integration of solar energy in transportation systems: machine learning benchmarks for day-ahead photovoltaic power forecasting2026-05-15Zhaoyao Bao, Zhe Sun, Yishuo Jiang, H. Oliver Gao
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Quantum computational sensing using quantum signal processing, quantum neural networks, and Hamiltonian engineering2026-05-14Saeed A. Khan, Sridhar Prabhu, Logan G. Wright, Peter L. McMahon
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From Heuristics to Analytics: Forecasting Effort and Progress in Online Learning2026-05-12Eric S. Qiu
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Replica manifolds, pole skipping, and the butterfly effect2026-05-11Wan Zhen Chua, Thomas Hartman, Wayne W. Weng
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CALYREX: Cross-Attention LaYeR EXtended Transformers for System Prompt Anchoring2026-05-10Li Lixing
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Hypothesis-driven identification of neural algorithms with dynamical structure-preserving manifolds2026-05-08Jason Kim
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Quasi-optimal Hierarchically Semi-separable Matrix Approximation2026-05-08Diana Halikias
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When Symbol Names Should Not Matter: A Logistic Theory of Fresh-Symbol Classification2026-05-08Wenjie Guan, Jelena Bradic
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Integrating Causal DAGs in Deep RL: Activating Minimal Markovian States with Multi-Order Exposure2026-05-08Jiamin Xu, Jacqueline Maasch, Kyra Gan
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CLIPer: Tailoring Diverse User Preference via Classifier-Guided Inference-Time Personalization2026-05-08Jinyan Su, Jinpeng Zhou, Claire Cardie, Wen Sun
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Priming, Path-dependence, and Plasticity: Understanding the molding of user-LLM interaction and its implications from (many) chat logs in the wild2026-05-07Shaobo Zhu
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PLOT: Progressive Localization via Optimal Transport in Neural Causal Abstraction2026-05-07J. F. Chang, Arya Datla, Ziv Goldfeld
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Cost of quantum secret key2026-05-06Karol Horodecki, Mark M. Wilde
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Large-scale quantum reservoir computing using a Gaussian Boson Sampler2026-05-06Valeria Cimini, Mandar M. Sohoni, Federico Presutti, Benjamin K. Malia, Shi-Yuan Ma, Ryotatsu Yanagimoto, Tianyu Wang, Tatsuhiro Onodera, Logan G. Wright, Peter
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High-Fidelity Full-Sky Video Prediction for Photovoltaic Ramp Event Forecasting2026-05-04Siyuan Wang
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Prescriptive Scaling Laws for Data Constrained Training2026-05-02Justin Lovelace, Christian Belardi, Srivatsa Kundurthy, Shriya Sudhakar, Kilian Q. Weinberger
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Short-Range Structural Connectivity Supports Local Structure–Function Coupling in Functional Network Patches Mapped with Precision Functional Mapping2026-05-02Parsa Nilchian, Megan Chang, Keith Jamison, Charles Lynch, Immanuel Elbau
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D12-03 Machine Learning-based Analysis of Treatment Sequences in Pulmonary Arterial Hypertension in the US2026-05-01S Sahay
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Towards generalizable AI in medicine via Generalist-Specialist Collaboration.2026-05-01Yifan Peng, G L Shih
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Eliminating Hidden Serialization in Multi-Node Megakernel Communication2026-05-01Byungsoo Oh, Rachee Singh
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DARE: Diffusion Language Model Activation Reuse for Efficient Inference2026-05-01Natalia Frumkin, Bokun Wang, Hung-Yueh Chiang, Chi-Chih Chang, Mohamed S. Abdelfattah, Diana Marculescu
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Trace-Level Analysis of Information Contamination in Multi-Agent Systems2026-04-30Anna Mazhar, Sainyam Galhotra
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GraphPL: Leveraging GNN for Efficient and Robust Modalities Imputation in Patchwork Learning2026-04-28Zuoyu Yan, Fei Wang
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GraphPL: Leveraging GNN for Efficient and Robust Modalities Imputation in Patchwork Learning2026-04-28Zuoyu Yan, Fei Wang
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Multi-Hospital Electronic Health Record Foundation Models Without Data Sharing: A Comparison of Federated Learning and Inference-Time Ensembling2026-04-27Olivier Elemento
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AI Annotation Orchestration: Evaluating LLM Verifiers to Improve the Quality of LLM Annotations in Learning Analytics2026-04-25Bakhtawar Ahtisham, Kirk Vanacore, Jinsook Lee, Zhuqian Zhou, René F. Kizilcec
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GraphPL: Leveraging GNN for Efficient and Robust Modalities Imputation in Patchwork Learning2026-04-21Zuoyu Yan, F Wang
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BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition2026-04-21Tianyi Chen
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Heterogeneous Self-Supervised Acoustic Pre-Training With Local Constraints2026-04-21Tianyi Chen
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CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models2026-04-21Zhuxuanzi Wang, M. Mo
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A Multi-Level Examination of How Hostility Unfolds During Online Argumentation2026-04-20Swati Pandita
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Thematic Analysis of Accepted Exception Requests for Heart Transplant Candidates Using a Large Language Model2026-04-16J. Frye, S. Shaar, C. Cardie, D. Estrin, D. Majure
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Towards Reliable Testing of Machine Unlearning2026-04-16Anna Mazhar, Sainyam Galhotra
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An Empirical Evaluation of Oversampling-Ensemble Interactions Under Varying Imbalance Ratios for Tabular Data Classification2026-04-15Wenlan Wei, Zhen Shang
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CALM-VLM: CALIBRATION AND SELECTIVE PREDICTION IN VISION-LANGUAGE MODELS FOR RELIABLE BRAIN MRI CLASSIFICATION2026-04-14Abhishek Jaywant
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Speech AI for All: The What, How, and Who of Measurement2026-04-13Tobias M Weinberg, Anna Seo Gyeong Choi, Allison Koenecke
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MistMaker and Large Language Model MistMaker(LLMMM): LLM Operated Mist Making2026-04-13shuang cai, Sang-won Leigh
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Interactive Explainable Ranking2026-04-13Chao Zhang, Abe Davis
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AI-Facilitated Coercive Control: An Experimental Study2026-04-13Haesoo Kim, Thomas Ristenpart, Nicola Dell
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Sharing the Care: Investigating How Conversational AI Might Facilitate Coordination Among Home Care Workers and Family Caregivers2026-04-13Ian René Solano-Kamaiko, Ariel C. Avgar, Madeline R Sterling, Aditya Vashistha, Nicola Dell
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Narrix: Remixing Narrative Strategies from Examples for Story Writing2026-04-13Chao Zhang, Abe Davis
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Understanding Older Adults' Experiences of Support, Concerns, and Risks from Kinship-Role AI-Generated Influencers2026-04-13Han Li
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Characterizing Unintended Consequences of GUI Agents For Web Browsing2026-04-13Jingruo Chen
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EvaluAId: Human-AI Collaborative Evaluation of Open-Ended Student Essays2026-04-13Chao Zhang
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Multi-Hop Question Answering: When Can Humans Help and Where Do They Struggle?2026-04-13Jinyan Su, Claire Cardie
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TALES: A Taxonomy and Analysis of Cultural Representations in LLM-generated Stories2026-04-13Aditya Vashistha
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Can You Trust the Vectors in Your Vector Database? Black-Hole Attack from Embedding Space Defects2026-04-07Jiale Lao
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Attention Flows: Tracing LLM Conceptual Engagement via Story Summaries2026-04-07Rebecca M. M. Hicke, Sil Hamilton, David Mimno, Ross Deans Kristensen-McLachlan
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PRIVATAR: Enabling Privacy-Preserving Real-Time Multi-User VR Through Secure Offloading2026-04-06Edward Suh
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PRIVATAR: Enabling Privacy-Preserving Real-Time Multi-User VR Through Secure Offloading2026-04-06Edward Suh
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Performance of an image-only deep learning breast cancer risk model with the addition of a polygenic risk score2026-04-06Shadi Azam, Rulla M. Tamimi
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Navigating uncertainty in human-AI relationships: An investigation of communal uncertainty reduction strategies2026-04-06Han Li
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Domain-Adapted Retrieval for In-Context Annotation of Pedagogical Dialogue Acts2026-04-03Jinsook Lee, Kirk Vanacore, Zhuqian Zhou, Bakhtawar Ahtisham, Rene F. Kizilcec
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Memory in Language Models: Representation and Extraction2026-04-03J. Glenn Morris
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Exploiting Structure for Scalable Multi-Entity Learning and Multi-Objective Decision Making in Computational Sustainability2026-04-03Marc Grimson
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Quantum Algorithms for Simulation, Optimization, and Estimation2026-04-03Dhrumilkumar Patel
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Towards Safe, Efficient, and Steerable Reinforcement Learning2026-04-03Kaiwen Wang
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Abstract 4100: Large language models for tumor genomic interpretation2026-04-03Jennifer Yu, Chenlian Fu, Leah Morales, Kaicheng U
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Rethinking Security for Emerging Decentralized Systems2026-04-02Mahimna Kelkar
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Limits on secure communication over quantum networks via extendibility2026-04-02Vishal Singh
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Countering Online Problematic Speech Through “More Speech:” How Do Different Counterspeech Strategies and AI-Powered Interventions Shape Community Dynamics?2026-04-02Pengfei Zhao
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Understanding and Intervening in Academic Decisions through Course Information Platforms2026-04-02Mina Fei-Ting Chen
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Learning Manipulation Policies From Privileged Simulations2026-04-02Nathaniel Chin