Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ESPO: Early-Stopping Proximal Policy OptimizationAlibaba · arXiv (Cornell University)May 28How LoRA Remembers? A Parametric Memory Law for LLM FinetuningAlibaba · arXiv (Cornell University)May 28Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation DatasetAlibaba · arXiv (Cornell University)May 28Orchestrating Heterogeneous Experts: A Scalable MoE Framework with Anisotropy-Preserving FusionAlibaba · International World Wide Web Conference (WWW)May 28Multi-Branch Cooperation Networks for Enhanced Click-Through Rate Prediction in Large-Scale E-Commerce SearchAlibaba · International World Wide Web Conference (WWW)May 28The Missing Piece in Pre-trained Model Evaluation: Reward-Guided Decoding Unlocks Task-Oriented Behavior Without Parameter UpdatesAlibaba · arXiv (Cornell University)May 27MemTrace: Tracing and Attributing Errors in Large Language Model Memory SystemsAlibaba · arXiv (Cornell University)May 27ANPGT: Towards Adaptive Node Property Extraction and IntegrationAlibaba · CAAI Transactions on Intelligence TechnologyMay 27ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support ConversationsAlibaba · arXiv (Cornell University)May 27SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation LocalizationAlibaba · arXiv (Cornell University)May 27Rethinking Memory as Continuously Evolving ConnectivityAlibaba · arXiv (Cornell University)May 27Collaborative Service of On-Device Unimodal Model and Cloud-Based Multimodal Model for Mobile Livestreaming Content UnderstandingAlibaba · IEEE Transactions on Services ComputingMay 27GrowLoop: Self-Evolving Conversation Evaluation Seeded by HumanAlibaba · arXiv (Cornell University)May 26Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · arXiv (Cornell University)May 26Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic AllocationAlibaba · arXiv (Cornell University)May 26PilotTTS: A Disciplined Modular Recipe for Competitive Speech SynthesisAlibaba · arXiv (Cornell University)May 26Extra-Merge: Tracing the Rank-1 Subspace of Model Merging in Language Model Pre-TrainingAlibaba · arXiv (Cornell University)May 26Multi-Stakeholder LLM Alignment: Decomposing Estimation from AggregationAlibaba · arXiv (Cornell University)May 26Learned Query Optimizer in Alibaba MaxCompute: Challenges, Analysis, and SolutionsAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26NebulaSQL: A Large-scale Feature Computation System for Online RecommendationAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26CloudJump III: Optimizing Cloud Databases for Tiered StorageAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26LakeMem: An Elastic Disaggregated-Memory Caching Layer for Analytical Processing SystemsAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26LindormVector: A Distributed Vector Engine on a Cloud-Native Multi-Model NoSQL DatabaseAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26cPMEM: A Design of Byte-Addressable Persistent Memory with Compute Express Link for Data Center ApplicationsAlibaba · ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS)May 26SQLens: Continuous Code-to-SQL Visibility in the WildAlibaba · ACM SIGMOD International Conference on Management of Data (SIGMOD)May 26