Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
SetLLM: Set Large Language Model for Cold-Start Item RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 7C 2 KV: Compressed and Composable KV Cache Reuse for Efficient LLM InferenceAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 7TMallGS: Scaling Unified Feature and Sequence Modeling for Generative E-commerce SearchAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 7From Scaling to Structured Expressivity: Rethinking Transformers for CTR PredictionAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 7Few-shot action recognition with captioning foundation modelsAlibaba · Computer Vision and Image Understanding5 citationsAug 6FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial DatasetsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 6TaoSR1: The Thinking Model for E-commerce Relevance SearchAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 6M$^3$Prune: Hierarchical Collaborative Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented GenerationAlibaba · arXiv (Cornell University)Aug 6Continual Learning in TransitionAlibaba · arXiv (Cornell University)Aug 6FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial WorkflowsAlibaba · arXiv (Cornell University)Aug 6Enhancing Social Intelligence in LLMs with Hierarchical Reasoning and Utterance-Level Goal RewardingAlibaba · arXiv (Cornell University)Aug 6One Ranking, Any Budget: Matryoshka Evidence-to-Context Frame Selection for Long-Video UnderstandingAlibaba · arXiv (Cornell University)Aug 6MAC: A Conversion Rate Prediction Benchmark Featuring Labels Under Multiple Attribution MechanismsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6Learned Lossless Image Compression with Interleaved Parallel Inference and Irregular Causal ReasoningAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6BindCLIP: A Unified Contrastive-Generative Representation Learning Framework for Virtual ScreeningAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6DualLane: Fast and Reliable LLM Agents for Interactive AIOps via Dual-Path PlanningAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6MOBI: Monolithic Graph-Language Modeling Beyond Modality InterferenceAlibaba · 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 6Distribution-Value Coevolution for Adaptive RLHF Data SchedulingAlibaba · 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 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 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 6Self-Evolutionary Reinforced Knowledge Distillation for Multi-Modal Tool-Use AgentsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 6