Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision ModelsAlphabet · arXiv (Cornell University)37 citationsFeb 18, 2025Local minima in quantum systemsAlphabet · Nature Physics36 citationsFeb 18, 2025UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language ModelsNVIDIA · arXiv (Cornell University)21 citationsFeb 18, 2025Multimodal Mamba: Decoder-only Multimodal State Space Model via Quadratic to Linear DistillationHorizon Robotics · arXiv (Cornell University)15 citationsFeb 18, 2025Query Rewriting via LLMsMicrosoft · arXiv (Cornell University)12 citationsFeb 18, 2025Hacking Cryptographic Protocols with Advanced Variational Quantum AttacksMultiverse Computing · ACM Transactions on Quantum Computing11 citationsFeb 18, 2025How Expressive are Knowledge Graph Foundation Models?Alphabet · arXiv (Cornell University)6 citationsFeb 18, 2025CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image GenerationAlibaba · arXiv (Cornell University)4 citationsFeb 18, 2025Graph-Based Algorithms for Diverse Similarity SearchMicrosoft · arXiv (Cornell University)3 citationsFeb 18, 2025Range Retrieval with Graph-Based IndicesAlphabet, Microsoft · arXiv (Cornell University)2 citationsFeb 18, 2025LPM: Efficient 3D Content Creation From Single Image by Large-Scale Partial 3D ModelingAlibaba · IEEE Transactions on Circuits and Systems for Video Technology2 citationsFeb 18, 2025HyperDrive: Direct Network Telemetry Storage via Programmable SwitchesMicrosoft · IEEE Transactions on Cloud Computing2 citationsFeb 18, 2025Explainable AI for Large-Scale Predictive Systems: Techniques, Applications, and Future DirectionsMeta · International Journal of Scientific Research in Computer Science Engineering and Information Technology1 citationFeb 18, 2025Harnessing Hardware-Generated Statistics For CU-Tree Decision MakingNVIDIA · Mile-High Video Conference (MHV)Feb 18, 2025HARP: 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, 2025