Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Turning Semantics into Topology: LLM-Driven Attribute Augmentation for Collaborative FilteringAlibaba · arXiv (Cornell University)Feb 24TOM: A Ternary Read-only Memory Accelerator for LLM-powered Edge IntelligenceMicrosoft · arXiv (Cornell University)Feb 24Dual-granularity Sinkhorn Distillation for Enhanced Learning from Long-Tailed Noisy DataMicrosoft · Machine LearningFeb 24Graph Neural Networks Powered by Encoder Embedding for Improved Node LearningMicrosoft · IEEE Transactions on Pattern Analysis and Machine Intelligence2 citationsFeb 23Enhancing Automatic Chord Recognition via Pseudo-Labeling and Knowledge DistillationMicrosoft · arXiv (Cornell University)Feb 23ComplLLM: Fine-tuning LLMs to Discover Complementary Signals for Decision-makingMicrosoft · arXiv (Cornell University)Feb 23Unlocking Multimodal Document Intelligence: From Current Triumphs to Future Frontiers of Visual Document RetrievalAlibaba · arXiv (Cornell University)Feb 23IR$^3$: Contrastive Inverse Reinforcement Learning for Interpretable Detection and Mitigation of Reward HackingMeta · arXiv (Cornell University)Feb 23What Matters for Simulation to Online Reinforcement Learning on Real RobotsGoogle DeepMind · arXiv (Cornell University)Feb 23Spritz: Path-Aware Load Balancing in Low-Diameter NetworksMicrosoft · arXiv (Cornell University)Feb 23Active-Active DNS Resiliency Across Two Providers: Architecture, Performance, and Operational EfficiencyMicrosoft · Journal of Information Systems Engineering & ManagementFeb 23Why Not Collaborative Filtering in Dual View? Bridging Sparse and Dense ModelsMicrosoft · ACM Transactions on Information SystemsFeb 23Multimodal Large Language Model for Virtual Object GroundingAlibaba · ACM Transactions on Multimedia Computing Communications and ApplicationsFeb 23Deep dive into model-free reinforcement learning for underwater locomotion: theory and practiceGoogle DeepMind · Bioinspiration & BiomimeticsFeb 23PromCopilot: Simplifying Prometheus Metric Querying in Cloud Native Online Service Systems via Large Language ModelsAlibaba · ACM Transactions on Software Engineering and MethodologyFeb 23From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queriesMicrosoft · ACM International Conference on Web Search and Data Mining (WSDM)2 citationsFeb 22GenAI4SM: Generative AI for Streaming Media After-event Workshop ReportMeta · ACM International Conference on Web Search and Data Mining (WSDM)1 citationFeb 22Multi-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 22SegMoTE: Token-Level Mixture of Experts for Medical Image SegmentationAlibaba · arXiv (Cornell University)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 22Evaluating SAP RPT-1 for Enterprise Business Process Prediction: In-Context Learning vs. Traditional Machine Learning on Structured SAP DataMicrosoft · arXiv (Cornell University)Feb 22A Transformed Online SAP Ticketing SystemMicrosoft · Journal of Research in Science and EngineeringFeb 22A Prior-Aware Metric for Efficiently Distinguishing Memorization from Generalization in Large Language ModelsNVIDIA · arXiv (Cornell University)1 citationFeb 21