Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
On the Step Length Confounding in LLM Reasoning Data SelectionAlibaba · arXiv (Cornell University)Apr 8Dual-Loop Control in DCVerse: Advancing Reliable Deployment of AI in Data Centers via Digital TwinsAlibaba · arXiv (Cornell University)Apr 8ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained AlignmentAlibaba · arXiv (Cornell University)Apr 8SkillTrojan: Backdoor Attacks on Skill-Based Agent SystemsAlibaba · arXiv (Cornell University)Apr 8On the Step Length Confounding in LLM Reasoning Data SelectionAlibaba · arXiv (Cornell University)Apr 8ART: Attention Replacement Technique to Improve Factuality in LLMsAlibaba · arXiv (Cornell University)Apr 7ART: Attention Replacement Technique to Improve Factuality in LLMsAlibaba · arXiv (Cornell University)Apr 7Semantic Trimming and Auxiliary Multi-step Prediction for Generative RecommendationAlibaba · arXiv (Cornell University)Apr 7OpsLLM: Construction of Large Language Model for Software Operations with Multi-stage LearningAlibaba · arXiv (Cornell University)Apr 6Rethinking Bitrate Adaptation in WebRTC-Based Low-Latency Live Streaming SystemsAlibaba · International Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV)Apr 4R2-Write: Reflection and Revision for Open-Ended Writing with Deep ReasoningAlibaba · arXiv (Cornell University)Apr 3AgentHazard: A Benchmark for Evaluating Harmful Behavior in Computer-Use AgentsAlibaba · arXiv (Cornell University)Apr 3Deduplication can Make File Systems FasterAlibaba · ACM Transactions on StorageApr 3Context-Aware TFL: A Universal Context-Aware Contrastive Learning Framework for Temporal Forgery LocalizationAlibaba · IEEE Transactions on Dependable and Secure ComputingApr 3Beluga: A CXL-Based Memory Architecture for Scalable and Efficient LLM KVCache ManagementAlibaba · Proceedings of the ACM on Management of Data3 citationsApr 2Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis]Alibaba · Proceedings of the ACM on Management of Data2 citationsApr 2Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud DatabasesAlibaba · Proceedings of the ACM on Management of DataApr 2DeltaMem: Towards Agentic Memory Management via Reinforcement LearningAlibaba · arXiv (Cornell University)Apr 2Efficient graph embedding at scale: optimizing CPU-GPU-SSD integrationAlibaba · The VLDB JournalApr 1TENT: A Declarative Slice Spraying Engine for Performant and Resilient Data Movement in Disaggregated LLM ServingAlibaba · arXiv (Cornell University)Apr 1Multi-Scale Optimal Transport Transformer for Efficient Exemplar-Based Image TranslationAlibaba · Big Data and Cognitive ComputingApr 1S-Eval: Towards Automated Safety Evaluation with Enhancement for Large Language ModelsAlibaba · ACM Transactions on Software Engineering and MethodologyApr 1SysOM-AI: Continuous Cross-Layer Performance Diagnosis for Production AI TrainingAlibaba · arXiv (Cornell University)Mar 31Think Anywhere in Code GenerationAlibaba · arXiv (Cornell University)Mar 31RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative RecommendationAlibaba · arXiv (Cornell University)Mar 30