Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
STAR: Staged Training with Aligned Reinforcement Learning and Multi-Faceted Distillation for Interpretable E-commerce RelevanceAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative RecommendationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15TAR: Generative Auto-Bidding and Budget Pacing via Multi-Scale Trajectory ModelingAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative RecommendationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search RelevanceAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15Learning to Forget: Satiation-Aware Long-Sequence Transducers for Mitigating Post-Purchase RedundancyAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical SupportAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15Attention Grounded Enhancement for Visual Document RetrievalAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 15ReflectVLN: Training Vision-Language Navigation Agents with Reflective ReasoningAlibaba · arXiv (Cornell University)Jul 14Omni-Decision: Evidence-Ledger Planning for Omni-Modal AgentsAlibaba · arXiv (Cornell University)Jul 13Inside the Unfair Judge: A Mechanistic Interpretability Account of LLM-as-Judge BiasAlibaba · arXiv (Cornell University)Jul 13To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement LearningAlibaba · arXiv (Cornell University)Jul 12Opti-Agent-Bench: Benchmarking End-to-End Optimization R&D Agents on Real-World Business ProblemsAlibaba · arXiv (Cornell University)Jul 12Diagnosing and Mitigating Thinking Collapse in On-Policy Self-DistillationAlibaba · arXiv (Cornell University)Jul 12From Self-Attention to Connection Laplacian: A Unified Operator View of TransformersAlibaba · arXiv (Cornell University)Jul 12STAR: Decode-Phase Rescheduling for LLM InferenceAlibaba · ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC)Jul 11Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)1 citationJul 10WildTrace: Benchmarking Natural Evidence Trails in Long-Context ReasoningAlibaba · arXiv (Cornell University)Jul 10Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance GenerationAlibaba · arXiv (Cornell University)Jul 10PCANet: Price Change Aware Framework for Mitigating Inconsistencies in Large-Scale Ranking SystemsAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10SkyDistill: Navigating Fuzzy Flight Search Ranking via Precise Intent DistillationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpressAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce SearchAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Cheaper is Better: A Discount-Aware Network for Conversion Rate Prediction in E-commerce Recommendation SystemAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10Equip Pre-ranking with Target Attention by Residual QuantizationAlibaba · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Jul 10