Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
WHALE: A Scalable Unified Model for Recommendation with Wukong-HSTU ArchitectureMeta · ACM Conference on Recommender Systems (RecSys)Sep 25AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report EvaluationAlibaba · Lecture notes in computer scienceSep 25E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor AnalysisAlibaba · Lecture notes in computer scienceSep 25Token Factory: Efficiently Integrating Diverse Signals into Large Recommendation ModelsAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Structuring and Tokenizing Distributed User Interest Context for Generative RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25LLM-Based User Personas for Recommendations at ScaleAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in AmapAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image EnhancementNVIDIA · Lecture notes in computer scienceSep 25Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale RecommendersMeta, OpenAI · ACM Conference on Recommender Systems (RecSys)Sep 25Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM AgentsAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25CoFiRec: Coarse-to-Fine Tokenization for Generative RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Towards Full Candidate Interaction: A Comprehensive Comparison Network for Better Route RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Performant Tridiagonal Factorization of Skew-Symmetric MatricesNVIDIA · SIAM Journal on Scientific ComputingSep 25SCOUT: Coupling-Free Bounds for Trillion-Scale Top-k Retrieval in Sparse Tensor FactorizationMeta · Proceedings of the ACM on Management of DataSep 24MVAgent: Multi-Agent Video Generation via Consistent Condition Construction and Shot-Level Policy OptimizationAlibaba · arXiv (Cornell University)Sep 24From Weak Data to Strong Policy: Q-Targets Enable Provable In-Context Reinforcement LearningAlibaba · arXiv (Cornell University)Sep 24Not Every Token Is Worth Distilling: Selective Supervision for Direct-OPDHugging Face · arXiv (Cornell University)Sep 24KREX: Concurrent Kernel Benchmarking on Shared GPUs via Region-Granular ExclusivityAlibaba · arXiv (Cornell University)Sep 24Syndrome measurements enable deterministic fault-tolerant $T$ gatesTechnology Innovation Institute · arXiv (Cornell University)Sep 24From Interests to Semantic IDs: Retrieval-Grounded Credit Assignment for Generative RecommendationMicrosoft · arXiv (Cornell University)Sep 24Cross-Country Code-Mixing for Generative RecommendationAlibaba · arXiv (Cornell University)Sep 24Claim-Gated Source-Risk Auditing for Generative SearchAlphabet · arXiv (Cornell University)Sep 24From Static Personal Values to Contextualized Personalization: Bayesian Personalized Value Alignment for LLMsMicrosoft · arXiv (Cornell University)Sep 24Evaluating Agent Skills for Version-Specific Plugin Migration: A Retrospective StudyAlibaba · arXiv (Cornell University)Sep 24