Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
vul-rag : Enhancing LLM-based Vulnerability Detection via Knowledge-level RAGAlibaba · ACM Transactions on Software Engineering and Methodology31 citationsFeb 20Exact acceleration of subgraph graph neural networks by eliminating computation redundancyAlibaba · Frontiers of Computer ScienceFeb 20A short survey on small reasoning models: training, inference, applications, and research directionsAlibaba · Frontiers of Computer Science1 citationFeb 19A Long-term Value Prediction Framework In Video RankingAlibaba · arXiv (Cornell University)Feb 19Towards Cross-lingual Values Judgment: A Consensus-Pluralism PerspectiveAlibaba · arXiv (Cornell University)Feb 19A Long-term Value Prediction Framework In Video RankingAlibaba · arXiv (Cornell University)Feb 19MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral AdaptationAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)3 citationsFeb 16Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User ModelAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)2 citationsFeb 16MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product UnderstandingAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)1 citationFeb 16Multi-faceted, multi-scale, and multi-task trend learning for denied check-in prediction on online travel platformsAlibaba · Data Mining and Knowledge Discovery1 citationFeb 16WebWorld: A Large-Scale World Model for Web Agent TrainingAlibaba · arXiv (Cornell University)Feb 16Precedent-Informed Reasoning: Mitigating Overthinking in Large Reasoning Models via Test-Time Precedent LearningAlibaba · arXiv (Cornell University)Feb 16Explainable Token-level Noise Filtering for LLM Fine-tuning DatasetsAlibaba · arXiv (Cornell University)Feb 16ParaFormer: A Generalized PageRank Graph Transformer for Graph Representation LearningAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16Beyond Existing Retrievals: Cross-Scenario Incremental Sample Learning FrameworkAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16C‐Koordinator: Interference‐Aware Management for Large‐Scale and Co‐Located Microservice ClustersAlibaba · Software Practice and ExperienceFeb 16APPNet: Automatic Feature Partitioning-Based Parameter Personalized Network for Conversion Prediction in E-commerceAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16CoDA: A Context-Decoupled Hierarchical Agent with Reinforcement LearningAlibaba · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive RubricAlibaba · arXiv (Cornell University)Feb 15HLE-Verified: A Systematic Verification and Structured Revision of Humanity's Last ExamAlibaba · arXiv (Cornell University)Feb 15Pailitao-VL: Unified Embedding and Reranker for Real-Time Multi-Modal Industrial SearchAlibaba · arXiv (Cornell University)Feb 14VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory GraphAlibaba · arXiv (Cornell University)Feb 13Adaptive Debiasing Tsallis Entropy for Test-Time AdaptationAlibaba · arXiv (Cornell University)Feb 12SIGHT: Reinforcement Learning with Self-Evidence and Information-Gain Diverse Branching for Search AgentAlibaba · arXiv (Cornell University)Feb 12GeoGR: Enabling Spatio-Temporal Aware Industrial-scale Generative POI RecommendationsAlibaba · arXiv (Cornell University)1 citationFeb 11