Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
HARP: A Taxonomy for Heterogeneous and Hierarchical Processors for Mixed-reuse WorkloadsNVIDIA · arXiv (Cornell University)Feb 18, 2025SECURING APIS IN CLOUD-NATIVE APPLICATIONS WITH ZERO TRUST PRINCIPLESMicrosoft · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYFeb 18, 2025The AI-Enhanced Software Engineer: A Snapshot of the ProfessionAlphabet · ACM Technical Symposium on Computer Science Education (SIGCSE)Feb 18, 2025Rethinking machine unlearning for large language modelsMeta · Nature Machine Intelligence370 citationsFeb 17, 2025Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language ModelsAlibaba · arXiv (Cornell University)34 citationsFeb 17, 2025Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous DecodingAlphabet · arXiv (Cornell University)20 citationsFeb 17, 2025On the Query Complexity of Verifier-Assisted Language GenerationMicrosoft · arXiv (Cornell University)8 citationsFeb 17, 2025JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMsMicrosoft · arXiv (Cornell University)7 citationsFeb 17, 2025Simulus: Combining Improvements in Sample-Efficient World Model AgentsMicrosoft · arXiv (Cornell University)7 citationsFeb 17, 2025Low-Rank ThinningMicrosoft · arXiv (Cornell University)4 citationsFeb 17, 2025Geometry Aware Passthrough Mitigates CybersicknessAlphabet · arXiv (Cornell University)2 citationsFeb 17, 2025Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language ModelsAlibaba · arXiv (Cornell University)1 citationFeb 17, 2025CENTRALIZED MASTERDATA TOOLS: TRANSFORMING ENTERPRISE DATA MANAGEMENTMicrosoft · INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGYFeb 17, 202517.6 A 100MHz Self-Calibrating RC Oscillator Capable of Clock-Glitch Detection for Hardware Security in a 3nm FinFET ProcessNVIDIA · Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference6 citationsFeb 16, 20252.8: A 210fps Image Signal Processor for 4K Ultra HD True Video Super ResolutionAlphabet · Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference3 citationsFeb 16, 2025Convergence of Policy Mirror Descent Beyond Compatible Function ApproximationAlphabet · arXiv (Cornell University)2 citationsFeb 16, 2025Enabling Efficient Transaction Processing on CXL-Based Memory SharingAlibaba · arXiv (Cornell University)1 citationFeb 16, 2025Turing.jl: A General-Purpose Probabilistic Programming LanguageGoogle DeepMind · ACM transactions on probabilistic machine learning.47 citationsFeb 15, 2025Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language AgentsGoogle DeepMind · arXiv (Cornell University)4 citationsFeb 15, 2025Calibrating CT slice location and body part in body part regressionNVIDIA · SPIE Medical Imaging: Image Processing2 citationsFeb 15, 2025HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge AdaptationAlibaba · arXiv (Cornell University)120 citationsFeb 14, 2025Organize the Web: Constructing Domains Enhances Pre-Training Data CurationAllen Institute for AI · arXiv (Cornell University)61 citationsFeb 14, 2025Fast Interpretable Greedy-Tree SumsMicrosoft · Proceedings of the National Academy of Sciences50 citationsFeb 14, 2025λScale: Enabling Fast Scaling for Serverless Large Language Model InferenceAlibaba · arXiv (Cornell University)26 citationsFeb 14, 2025Near-real-time 6G service operation enabled by distributed intelligence and in-band telemetryNVIDIA · Journal of Optical Communications and Networking10 citationsFeb 14, 2025