Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language ModelingMicrosoft · arXiv (Cornell University)Feb 13SWING: Unlocking Implicit Graph Representations for Graph Random FeaturesAlphabet · arXiv (Cornell University)Feb 13Can LLMs Be Effective Sensor Processing Copilots?NVIDIA · IEEE Internet of Things JournalFeb 13Parallel X: Redesigning of a Parallel Programming Educational Game with Semantic Foundations and Transfer LearningMicrosoft · ACM Technical Symposium on Computer Science Education (SIGCSE)Feb 13Deep Learning-Based Intrusion Detection System for IoT Networks with ExplainabilityNVIDIA · Journal of Information Systems Engineering & ManagementFeb 13Parallelizing the Approximate Minimum Degree Ordering Algorithm: Strategies and EvaluationNVIDIA · Society for Industrial and Applied Mathematics eBooksFeb 13Quantum Eigenvalue ProcessingMicrosoft · SIAM Journal on Computing5 citationsFeb 12Choose Your Agent: Tradeoffs in Adopting AI Advisors, Coaches, and Delegates in Multi-Party NegotiationAlphabet · arXiv (Cornell University)Feb 12On-Policy Context Distillation for Language ModelsMicrosoft · arXiv (Cornell University)Feb 12Keeping a Secret Requires a Good Memory: Space Lower-Bounds for Private AlgorithmsAlphabet · arXiv (Cornell University)Feb 12Temperature as a Meta-Policy: Adaptive Temperature in LLM Reinforcement LearningMicrosoft · arXiv (Cornell University)Feb 12When Should LLMs Be Less Specific? Selective Abstraction for Reliable Long-Form Text GenerationNVIDIA · arXiv (Cornell University)Feb 12Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM TrainingMicrosoft · arXiv (Cornell University)Feb 12Olmix: A Framework for Data Mixing Throughout LM DevelopmentAllen Institute for AI · arXiv (Cornell University)Feb 12Adaptive Debiasing Tsallis Entropy for Test-Time AdaptationAlibaba · arXiv (Cornell University)Feb 12SIGHT: Reinforcement Learning with Self-Evidence and Information-Gain Diverse Branching for Search AgentAlibaba · arXiv (Cornell University)Feb 12GeoGR: Enabling Spatio-Temporal Aware Industrial-scale Generative POI RecommendationsAlibaba · arXiv (Cornell University)1 citationFeb 11VTC: DNN Compilation with Virtual Tensors for Data Movement EliminationMicrosoft · arXiv (Cornell University)Feb 11Next-token Preference: Scaling Unsupervised Reward ModelingMicrosoft · arXiv (Cornell University)Feb 11MERIT Feedback Elicits Better Bargaining in LLM NegotiatorsLG AI Research · arXiv (Cornell University)Feb 11Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-TuningMistral AI, NVIDIA · arXiv (Cornell University)Feb 11A Human-Centric Framework for Data Attribution in Large Language ModelsAllen Institute for AI · arXiv (Cornell University)Feb 11SoftMatcha 2: A Fast and Soft Pattern Matcher for Trillion-Scale CorporaSakana AI · arXiv (Cornell University)Feb 11EST: Towards Efficient Scaling Laws in Click-Through Rate Prediction via Unified ModelingAlibaba · arXiv (Cornell University)Feb 11ISD-Agent-Bench: A Comprehensive Benchmark for Evaluating LLM-based Instructional Design AgentsUpstage · arXiv (Cornell University)Feb 11