Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Auto-FL-Research: Agentic Search for Federated Learning AlgorithmsNVIDIA · arXiv (Cornell University)Jul 1Bi-NAS: Towards Effective and Personalized Explanation for Recommender Systems via Bi-Level Neural Architecture SearchAlphabet · arXiv (Cornell University)Jul 1Efficient Multilingual Reasoning Transfer via Progressive Code-SwitchingAlibaba · arXiv (Cornell University)Jul 1Generative Modeling of Quantum Distribution with Functional Flow MatchingAlphabet · arXiv (Cornell University)Jul 1You Shall Not Pass! Where and Why Developers Draw The Line on AI AutonomyMicrosoft · arXiv (Cornell University)Jul 1M2Note: Continual Evolution of Vision Language Models via Mistake Notebook LearningAlibaba · arXiv (Cornell University)Jul 1Generative Model Proposal based Particle Filtering for Data AssimilationNVIDIA · arXiv (Cornell University)Jul 1ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE ServingMicrosoft · arXiv (Cornell University)Jul 1AV-SyncBench: Decoupled Benchmarking of Temporal and Semantic Audio-Visual SynchronizationAlibaba · arXiv (Cornell University)Jul 1Conversable Complexity: Agentic LLM Collectives as Interpretable SubstratesSakana AI · arXiv (Cornell University)Jul 1Brief Announcement: Byzantine Machine Learning, MultiKrum and an Optimal Notion of RobustnessMistral AI · ACM Symposium on Principles of Distributed Computing (PODC)Jul 1FaceIt: Real‐Time On‐Device Identity‐Preserving Portrait AnimationAlphabet · Computer Graphics ForumJul 1DanceDiT: towards efficient and consistent human image animation with diffusion transformerAlibaba · Visual IntelligenceJul 1GPU-Native Approximate Nearest Neighbor Search with IVF-RaBitQ: Fast Index Build and SearchNVIDIA · Proceedings of the VLDB EndowmentJul 1Multi-Objective Agentic Rewrites for Unstructured Data ProcessingAlphabet · Proceedings of the VLDB EndowmentJul 1A GPU-accelerated simulation of rapid intensification of a tropical cyclone with observed heatingNVIDIA · The International Journal of High Performance Computing ApplicationsJul 1MaTe3D: Mask-Guided Text-based 3D-Aware Portrait EditingAlibaba · International Journal of Computer VisionJul 1Revealing Regressions: A Comparative Study of State-Capture Strategies in Validating Program BehaviorMicrosoft · Proceedings of the ACM on software engineering.2 citationsJun 30StepFly: Agentic Troubleshooting Guide Automation for Incident DiagnosisMicrosoft · Proceedings of the ACM on software engineering.2 citationsJun 30Beyond digital twins: The rise of cognitive twins in 6G and beyond wireless systemsTechnology Innovation Institute · ITU Journal on Future and Evolving TechnologiesJun 30Adaptive Perturbation Selection for Contrastive Audio DecodingAlphabet · arXiv (Cornell University)Jun 30BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative DecodingAlibaba · arXiv (Cornell University)Jun 30Which Tokens Matter? Adaptive Token Selection for RLVR with the Relative Surprisal IndexAlibaba · arXiv (Cornell University)Jun 30Augment Mutual TLS Authentication with HW Rooted IdentityMicrosoft · IEEE Secure Development Conference (SecDev)Jun 30Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal ReasoningUpstage · arXiv (Cornell University)Jun 30