Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Adaptoserve: An Efficient System for Supporting Adaptive Chunked-Prefills in LLM InferenceAlibaba · IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS)Aug 13, 2025Zero-shot neural architecture search with weighted response correlationAlibaba · Neurocomputing3 citationsAug 8, 2025Generative Human Video Compression With Multi-Granularity Temporal Trajectory FactorizationAlibaba · IEEE Transactions on Circuits and Systems for Video Technology4 citationsAug 7, 2025Voyager: Input-Adaptive Algebraic Transformations for High-Performance Graph Neural NetworksAlibaba · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)3 citationsAug 6, 2025Fault Escaping: Improving Robustness of DPU Enhanced Platform with Mutual Assisted VM RecoveryAlibaba · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)Aug 6, 2025RexUniNLU: Recursive Method With Explicit Schema Instructor for Universal Natural Language UnderstandingAlibaba · IEEE Transactions on Knowledge and Data Engineering1 citationAug 5, 2025Improving the Instance-Dependent Transition Matrix Estimation by Exploiting Self-Supervised LearningAlibaba · IEEE Transactions on Pattern Analysis and Machine IntelligenceAug 4, 2025Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language ModelsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)7 citationsAug 3, 2025AliBoost: Ecological Boosting Framework in Alibaba PlatformAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Scaling Transformers for Discriminative Recommendation via Generative PretrainingAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Multi-task Offline Reinforcement Learning for Online Advertising in Recommender SystemsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language ModelsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Causal-aware Graph Neural Architecture Search under Distribution ShiftsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025Diffusion Models for Recommender Systems: From Content Distribution To Content CreationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)4 citationsAug 3, 2025UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question AnsweringAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)3 citationsAug 3, 2025Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model LensAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)3 citationsAug 3, 2025Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language ModelAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)2 citationsAug 3, 2025Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)2 citationsAug 3, 2025FRT: Flow-based Reconcile Transformer for Hierarchical Time SeriesAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain RecommendationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce PlatformAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025FoodGPT: Reinforcement Post-Training of Large Language Models in the Food Delivery DomainAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025EMD-Period: Detecting Multi-periodicity in Industrial Cloud Clusters via Time-Frequency DecompositionAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)1 citationAug 3, 2025IVMR suite: An Industrial-scale Virtual Machine Rescheduling Dataset and Benchmark for Elastic Cloud ServiceAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 3, 2025When Interpretability Meets Generalization: Delta-GAM for Robust Extrapolation in Out-of-Distribution SettingsAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Aug 3, 2025