Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
OATS: Online Data Augmentation for Time Series Foundation ModelsMicrosoft · arXiv (Cornell University)1 citationJan 26SAGE: Steerable Agentic Data Generation for Deep Search with Execution FeedbackAlphabet · arXiv (Cornell University)1 citationJan 26CAST: Achieving Stable LLM-based Text Analysis for Data AnalyticsMicrosoft · arXiv (Cornell University)Jan 26A Unifying View of Coverage in Linear Off-Policy EvaluationMicrosoft · arXiv (Cornell University)Jan 26Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teamingMicrosoft · arXiv (Cornell University)Jan 26Practical block encodings of matrix polynomials that can also be trivially controlledAlphabet · arXiv (Cornell University)Jan 26Residual Learning for Neural Ambisonics EncodersMeta · arXiv (Cornell University)Jan 26Robust Learning of a Group DRO NeuronMicrosoft · arXiv (Cornell University)Jan 26BoRP: Bootstrapped Regression Probing for Scalable and Human-Aligned LLM EvaluationAlibaba · arXiv (Cornell University)Jan 26U-Fold: Dynamic Intent-Aware Context Folding for User-Centric AgentsAlibaba · arXiv (Cornell University)Jan 26Affective computing in the era of large language models: A survey from the NLP perspectiveAlibaba · Knowledge-Based Systems17 citationsJan 25AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and ThinkingAlphabet · arXiv (Cornell University)Jan 25Neuro-Symbolic Verification on Instruction Following of LLMsMicrosoft · arXiv (Cornell University)Jan 25HyperGraphPro: Progress-Aware Reinforcement Learning for Structure-Guided Hypergraph RAGMicrosoft · arXiv (Cornell University)Jan 25ALOHA: Accelerating Leveled Fully Homomorphic Encryption with Cryptography-Specific ArchitecturesAlibaba · ACM Transactions on Architecture and Code Optimization3 citationsJan 24EIDS: A Cloud Intrusion Detection System with High Performance and MaintainabilityAlibaba · ACM Transactions on Computer Systems2 citationsJan 24SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-SolvingMicrosoft · arXiv (Cornell University)Jan 24PatchIsland: Orchestration of LLM Agents for Continuous Vulnerability RepairMicrosoft · arXiv (Cornell University)Jan 24Scaling medical imaging report generation with multimodal reinforcement learningMicrosoft · arXiv (Cornell University)2 citationsJan 23VISTA-PATH: An interactive foundation model for pathology image segmentation and quantitative analysis in computational pathologyNVIDIA · arXiv (Cornell University)1 citationJan 23Endless Terminals: Scaling RL Environments for Terminal AgentsMicrosoft · arXiv (Cornell University)1 citationJan 23Multi-stage predictive framework for early anomaly detection and real-time alerts in data center thermal systemsMeta · The International Journal of Advanced Manufacturing Technology1 citationJan 23gpuPairHMM: High-Speed Pair-HMM Forward Algorithm for DNA Variant Calling on GPUsNVIDIA · IEEE Transactions on Computational Biology and Bioinformatics1 citationJan 23Auto-Regressive Masked Diffusion ModelsAlphabet · arXiv (Cornell University)Jan 23Clarify or Answer: Reinforcement Learning for Agentic VQA with Context Under-specificationAllen Institute for AI · arXiv (Cornell University)Jan 23