Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Managing and Securing Google’s Fleet of Multi-Node ServersAlphabet · Communications of the ACMFeb 19The Evolution of Agentic AI in Cybersecurity: From Single LLM Reasoners to Multi-Agent Systems and Autonomous PipelinesMicrosoft · IEEE International Conference on AI in Cybersecurity (ICAIC)5 citationsFeb 18When AI Benchmarks Plateau: A Systematic Study of Benchmark SaturationCohere · arXiv (Cornell University)3 citationsFeb 18Redefining the Software Engineering Profession for AIMicrosoft · Communications of the ACM3 citationsFeb 18Long-Tail Knowledge in Large Language Models: Taxonomy, Mechanisms, Interventions and ImplicationsAlphabet · arXiv (Cornell University)2 citationsFeb 18B$$^{3}$$CT: Three-Branch Learning with Unlabeled Target Signals for Domain-Robust Semantic SegmentationAlibaba · International Journal of Computer Vision1 citationFeb 18Jailbreaking Large Language Models: Techniques, Trends, Defenses, and Open ChallengesMicrosoft · IEEE International Conference on AI in Cybersecurity (ICAIC)Feb 18Hierarchical Attention Distillation for Real-Time Cyber Threat Detection and Mitigation in Large-Scale NetworksAlphabet · IEEE International Conference on AI in Cybersecurity (ICAIC)Feb 18Enhancing Trust in AI: Addressing Vulnerabilities and Ensuring Privacy with ML Security Protocols Across the LifecycleAlphabet · IEEE International Conference on AI in Cybersecurity (ICAIC)Feb 18Simple Baselines are Competitive with Code EvolutionSakana AI · arXiv (Cornell University)Feb 18OpenSage: Self-programming Agent Generation EngineGoogle DeepMind · arXiv (Cornell University)Feb 18Team of Thoughts: Efficient Test-time Scaling of Agentic Systems through Orchestrated Tool CallingMicrosoft · arXiv (Cornell University)Feb 18From Growing to Looping: A Unified View of Iterative Computation in LLMsAlphabet · arXiv (Cornell University)Feb 18Rethinking ANN-based Retrieval: Multifaceted Learnable Index for Large-scale Recommendation SystemMeta · arXiv (Cornell University)Feb 18Multi-agent cooperation through in-context co-player inferenceAlphabet · arXiv (Cornell University)Feb 18A conceptual and applied framework for designing and deploying nationwide 5G standalone core networks at national scaleMicrosoft · Computer Science & IT Research JournalFeb 18Learning to Flow (Between Datacenters)Microsoft · Communications of the ACMFeb 18Enhancing progressive ensemble learning via normalized extra-Gradient initializationMeta · Neural NetworksFeb 18On the Electromagnetic Couplings in Superconducting Qubit CircuitsAlphabet · IEEE Transactions on Applied Superconductivity3 citationsFeb 17MedPTQ: a practical pipeline for real post-training quantization in 3D medical image segmentationNVIDIA · Journal of medical imaging1 citationFeb 17PiPNN: Ultra-Scalable Graph-Based Nearest Neighbor IndexingAlphabet · arXiv (Cornell University)Feb 17TAROT: Test-driven and Capability-adaptive Curriculum Reinforcement Fine-tuning for Code Generation with Large Language ModelsHugging Face · arXiv (Cornell University)Feb 171-Bit Wonder: Improving QAT Performance in the Low-Bit Regime through K-Means QuantizationGraphcore · arXiv (Cornell University)Feb 17TAC: Timestamped Audio CaptioningOpenAI · arXiv (Cornell University)Feb 17On Surprising Effectiveness of Masking Updates in Adaptive OptimizersAlphabet · arXiv (Cornell University)Feb 17