Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Overcoming the Sync-Compute Dilemma in Parallel Graph-Based Vector RetrievalAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1MVGPT: Generative Materialized View ForecastingAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1Cascading Relevance-Driven Recommendation Network for CTR Prediction in Trigger-Introduced RecommendationAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1GoCache: Accelerating Out-Of-Core Graph Queries with Pattern-Driven CachingAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1Representative Functional DependenciesAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1SHMemora: Protective Key-Value Store on Distributed Shared MemoryAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1TemplateQO: Template-Aware and Scalable Query Optimization with Data-Efficient LearningAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1GALA: Generative Aligned Learning for Adaptive Multimodal Representation in the Taobao Shangou Recommender SystemAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1Knowledge-Guided Adversarial Training for Infrared Object Detection via Thermal Radiation ModelingAlibaba · International Journal of Computer VisionMay 1Decouple before Integration: Test-time Synthesis of SFT and RLVR Task VectorsAlibaba · arXiv (Cornell University)May 1Taxon: Hierarchical Tax Code Prediction with Semantically Aligned LLM Expert GuidanceAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation SystemsAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1Non-target divergence hypothesis: Toward understanding modality differences in cross-modal knowledge distillationAlibaba · Neural Networks2 citationsApr 30MGDN: A Graph of Graphs Neural Network for Malware DetectionAlibaba · IEEE Transactions on Knowledge and Data Engineering1 citationApr 30Subjective and Objective Quality-of-Experience Evaluation Study for Live Video StreamingAlibaba · IEEE Transactions on Circuits and Systems for Video Technology1 citationApr 30An Efficient Data Management Based on Adaptive Data Model for High-Cardinality Time-Series DatabaseAlibaba · IEEE Transactions on ComputersApr 30To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · arXiv (Cornell University)Apr 30To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · arXiv (Cornell University)Apr 30New Trends for Modern Machine Translation with Large Reasoning ModelsAlibaba · Language Resources and Evaluation Conference (LREC)Apr 30Aggregation-aware MLP: An unsupervised approach for graph message-passingAlibaba · Pattern Recognition1 citationApr 29When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding?Alibaba · arXiv (Cornell University)Apr 29From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAlibaba · arXiv (Cornell University)Apr 28Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient UpcyclingAlibaba · arXiv (Cornell University)Apr 28From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAlibaba · arXiv (Cornell University)Apr 28Pythia: Exploiting Workflow Predictability for Efficient Agent-Native LLM ServingAlibaba · arXiv (Cornell University)Apr 28