Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ConsensusBench: Benchmark of Consensus Nodes for LLM Reasoning via Outcome Reward DensifyingAlibaba · arXiv (Cornell University)Sep 4SAM-D2Q: Aligning Multimodal Doc2Query with Search Demand and Conversion for E-commerceAlibaba · arXiv (Cornell University)Sep 4Adaptive Context Parallelism for Production LLM ServingAlibaba · arXiv (Cornell University)Sep 4CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker DistillationAlibaba · arXiv (Cornell University)Sep 3Terminal-Universe: Turning Agent Trajectories into Scalable Terminal EnvironmentsAlibaba · arXiv (Cornell University)Sep 3LLM4AIGQ: LLM-based AI Guidance Query Generation Framework for Multi Interest MiningAlibaba · arXiv (Cornell University)Sep 3What Matters for Aggressive Decoding-Time KV Eviction? Temporal Aggregation and Ranking PreservationAlibaba · arXiv (Cornell University)Sep 3CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary ReasoningAlibaba · arXiv (Cornell University)Sep 3Triage: Boosting Cross-region Video Conferencing with Proactive FEC on Overlay NetworkAlibaba · Proceedings of the ACM on NetworkingSep 2CHIME: Credit-Aware Hierarchical Memory Evolution for Long-Horizon Agentic PlanningAlibaba · arXiv (Cornell University)Sep 2POI-Loc: A Fine-Grained POI Localization Benchmark and an Asymmetric Global-to-Local Matching MethodAlibaba · arXiv (Cornell University)Sep 2SPAR: Enhancing Industrial-Scale Generative POI Recommendation via Real-World Spatial PerceptionAlibaba · arXiv (Cornell University)Sep 2FairCache : Demystifying Cache-Induced Unfairness in Multi-Tenant Large Language Model ServingAlibaba · IEEE Transactions on Parallel and Distributed SystemsSep 2Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language ModelsAlibaba · International Joint Conference on Artificial Intelligence2 citationsSep 1Artemis: Accelerating Mixture-Of-Experts Training Via Dynamic Expert ParallelismAlibaba · ProceedingsSep 1ThinFormer: Channel Sparse Transformer for Efficient HRW Object DetectionAlibaba · International Joint Conference on Artificial IntelligenceSep 1ARISE-RL: Agentic Rubric-Grounded Iterative Self-Evolution with Reinforcement LearningAlibaba · arXiv (Cornell University)Sep 1PCoMoE: Shifting MoE Inference from Monolithic Expert Selection to Fine-Grained Path CompositionAlibaba · arXiv (Cornell University)Sep 1CATeye: Coupled Attribute-Topology Invariance Learning for Voucher Abuse DetectionAlibaba · arXiv (Cornell University)Sep 1On the Design Fundamentals of Pixel Text Representation LearningAlibaba · arXiv (Cornell University)Sep 1Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use AgentsAlibaba · arXiv (Cornell University)Sep 1Exploring the System 1 Thinking Capability of Large Reasoning ModelsAlibaba · International Joint Conference on Artificial IntelligenceSep 1DICS: Exploring Data Intrinsic Consistency for Visual Instruction SelectionAlibaba · arXiv (Cornell University)Aug 31Beyond Global Realism: Virtual Try-On Evaluation and Optimization with Dimension-wise Garment Fidelity AssessmentAlibaba · arXiv (Cornell University)Aug 30The Illusion of $\textit{What If}$: Evaluating the Breakdown of Counterfactual Reasoning in LLMsAlibaba · arXiv (Cornell University)Aug 28