Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
MOBI: Monolithic Graph-Language Modeling Beyond Modality InterferenceAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6On the Memorization and Generalization of Generative RecommendationMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6CoGen: A Two-Stage Unified Multi-modal Framework for Bundle Construction via Discrete Semantics TransferiFlytek · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Offline Long-Term Causal Effect Estimation with Short-Term Experimental Data for Recommendation SystemsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6RelKD 2026: The Fourth International Workshop on Resource-Efficient Learning for Knowledge DiscoveryAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Distribution-Value Coevolution for Adaptive RLHF Data SchedulingAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Intuition-Guided Latent Reasoning for LLM-Based RecommendationMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on AcceleratorsAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Interactive Recommendation Agent with Active User CommandsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Efficient Piecewise-Linear Embeddings for Deep Tabular Regression by Guided Breakpoint AllocationLG AI Research · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Towards Next Graph Token Prediction: Discrete Graph Tokenization for Structural Reasoning in Large Language ModelsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6LOGIC: Learning Optimal Goals with an Integrated Critic for Generative Auto-BiddingAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Retrieval-Augmented Generation (RAG)— From Modular to Agentic SystemsMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Quantitative and Subjective Evaluation of Latency and Packet Loss Effects on Video Streaming Quality Using Controlled Network EmulationMeta · InformaticaAug 6Deep Multiple Clustering: From Foundations to Context-Aware ApproachesMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Unity: Fully Self-Supervised Pretraining with Transformers for RecommendationMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Deconstructing Staleness: Mitigating Training-Serving Skew in Industrial-scale Online Learning ModelsAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6AIGQ: An End-to-End Hybrid Generative Architecture for E-commerce Query RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6UniRank: End-to-End Domain-Specific Reranking of Hybrid Text-Image CandidatesAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Embedding-Space Orthogonal Decomposition for Robust Social RecommendationMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6DuetDA: Decomposed and Dynamic Data Attribution with Model-State Gating for Accelerated Scientific EndeavorsMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Self-Evolutionary Reinforced Knowledge Distillation for Multi-Modal Tool-Use AgentsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Interpretability in the Era of Large Language Models: Mechanistic Methodology, Empirical Practices, and ApplicationsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Addressing Intent Dissonance in Cross-Domain Distillation on YouTubeAlphabet · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Generalizable Multi-Pass Training of Ads Recommendation Models with Foundation Model GuidanceMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6