Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Multi-Agent Video Recommenders: Evolution, Patterns, and Open ChallengesAlphabet · ACM International Conference on Web Search and Data Mining (WSDM)1 citationFeb 22Selective LLM-Guided Regularization for Enhancing Recommendation ModelsAlphabet · ACM International Conference on Web Search and Data Mining (WSDM)Feb 22Generative AI for Video Trailer Synthesis: From Extractive Heuristics to Autoregressive CreativityAlphabet · ACM International Conference on Web Search and Data Mining (WSDM)Feb 22Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security & Software Model Supply Chain Safety Boosting AI-Generated Malware Defense & Explainability Mitigating Emerging Risks of Generative AIAlphabet · arXiv (Cornell University)Feb 22Beyond Content Filtering: A “Circuit Breaker” Architecture for Autonomous Agent Action SafetyAlphabet · IEEE SoutheastConFeb 20Beyond Chunk-Then-Embed: A Comprehensive Taxonomy and Evaluation of Document Chunking Strategies for Information RetrievalAlphabet · arXiv (Cornell University)Feb 19Computational Hardness of Private CoresetAlphabet · arXiv (Cornell University)Feb 19Unified Latents (UL): How to train your latentsAlphabet · arXiv (Cornell University)Feb 19Beyond Chunk-Then-Embed: A Comprehensive Taxonomy and Evaluation of Document Chunking Strategies for Information RetrievalAlphabet · arXiv (Cornell University)Feb 19A Theoretical Framework for Modular Learning of Robust Generative ModelsAlphabet · arXiv (Cornell University)Feb 19Computational Hardness of Private CoresetAlphabet · arXiv (Cornell University)Feb 19Managing and Securing Google’s Fleet of Multi-Node ServersAlphabet · Communications of the ACMFeb 19Long-Tail Knowledge in Large Language Models: Taxonomy, Mechanisms, Interventions and ImplicationsAlphabet · arXiv (Cornell University)2 citationsFeb 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 18OpenSage: Self-programming Agent Generation EngineGoogle DeepMind · arXiv (Cornell University)Feb 18From Growing to Looping: A Unified View of Iterative Computation in LLMsAlphabet · arXiv (Cornell University)Feb 18Multi-agent cooperation through in-context co-player inferenceAlphabet · arXiv (Cornell University)Feb 18On the Electromagnetic Couplings in Superconducting Qubit CircuitsAlphabet · IEEE Transactions on Applied Superconductivity3 citationsFeb 17PiPNN: Ultra-Scalable Graph-Based Nearest Neighbor IndexingAlphabet · arXiv (Cornell University)Feb 17PiPNN: Ultra-Scalable Graph-Based Nearest Neighbor IndexingAlphabet · arXiv (Cornell University)Feb 17On Surprising Effectiveness of Masking Updates in Adaptive OptimizersAlphabet · arXiv (Cornell University)Feb 17Privacy Filters are Captured by Residues: A Characterization of Free Natural Filters and the Cost of AdaptivityAlphabet · arXiv (Cornell University)Feb 17LLM Scalability Risk for Agentic-AI and Model Supply Chain SecurityAlphabet · Journal of Computer Information SystemsFeb 17Symmetry in language statistics shapes the geometry of model representationsGoogle DeepMind · arXiv (Cornell University)1 citationFeb 16