Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
NextGen: A Multi-Objective Generative Re-ranking Framework for Taobao RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Forward and Outward: From Aggregate to Individual and Towards Human Understanding in Conversational RecommendationMicrosoft · ACM Conference on Recommender Systems (RecSys)Sep 25How Faithful Is the Reasoning of LLM Recommenders? A Counterfactual AuditMicrosoft · ACM Conference on Recommender Systems (RecSys)Sep 25Interest Sequence for User Modeling in Industrial Short-Form Video RecommendationAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Covariance-Aware Newton-Schulz Orthogonalization for Noise-Robust Sequential RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Scaling Sequence Learning under Production Latency ConstraintsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25MDGR: Masked Diffusion Generative RecommendationAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25TransAct V2: Production System for Lifelong User Sequence Modeling at ScaleOpenAI · ACM Conference on Recommender Systems (RecSys)Sep 25Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems at ScaleMeta · ACM Conference on Recommender Systems (RecSys)Sep 25The Text on the Creative: An Under-Exploited Ranking Modality for Short-Form Video AdsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Backward and Inward: From Preferences to Personalization and the Safety Crisis Within Conversational Recommender SystemsMicrosoft · ACM Conference on Recommender Systems (RecSys)Sep 25Learned Cross-Task Relationships in Multi-Task ModelsAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25ScientistTwo: Pioneering the Human Knowledge Frontier with Autonomous AIAlphabet · SuperIntelligence - Robotics - Safety & AlignmentSep 25RecEvolve: A Knowledge-Driven Autonomous Agent System for Recommender SystemsAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Impression Share Prediction: An Offline Evaluation Task for Ranking SystemsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Shape Your Feed: An LLM-based Agentic System for Conversational RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Heterogeneous Ranking in Industrial-Scale Recommender Systems: A Case StudyAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Guess Where You Go: Generative Next Point-of-Interest Recommendation in AmapAlibaba · ACM Conference on Recommender Systems (RecSys)Sep 25Breaking the Loop: An Empirical Comparison of Strategies for Novelty and Freshness in YouTube MusicAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Tokens are All You Need: Dual-purpose Semantic IDs for Achieving LLM-Level I/O Efficiency in Recommendation SystemsAlphabet · ACM Conference on Recommender Systems (RecSys)Sep 25Mosaic: A Fleet of User Embedding Specialists for Recommendation at MetaMeta · ACM Conference on Recommender Systems (RecSys)Sep 25LO-FAR: A Cost-Aware Local Filter for Sparse Feature Ranking in Industrial Ad RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Probabilistic Residual Learning for Online RecommendationsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Personalized Recommendation Tool Learning via Autonomous Language AgentsMicrosoft · ACM Conference on Recommender Systems (RecSys)Sep 25WHALE: A Scalable Unified Model for Recommendation with Wukong-HSTU ArchitectureMeta · ACM Conference on Recommender Systems (RecSys)Sep 25