Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Learning Agentic Policy from Action GuidanceAlibaba · arXiv (Cornell University)May 12OmniThoughtVis: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning ModelsAlibaba · arXiv (Cornell University)May 12Multi-domain Multi-modal Document Classification Benchmark with a Multi-level TaxonomyAlibaba · arXiv (Cornell University)May 11Surviving Partial Rank Failures in Wide Expert-Parallel MoE InferenceAlibaba · arXiv (Cornell University)May 11STEPS: Selective On-Policy Self-Distillation for ReasoningAlibaba · arXiv (Cornell University)May 11PDEAgent-Bench: A Multi-Metric, Multi-Library Benchmark for PDE Solver GenerationAlibaba · arXiv (Cornell University)May 10FraudBench: A Multimodal Benchmark for Detecting AI-Generated Fraudulent Refund EvidenceAlibaba · arXiv (Cornell University)May 9The Cancellation Hypothesis in Critic-Free RL: From Outcome Rewards to Token CreditsAlibaba · arXiv (Cornell University)May 9UserGPT Technical ReportAlibaba · arXiv (Cornell University)May 9Token Economics for LLM Agents: A Dual-View Study from Computing and EconomicsAlibaba · arXiv (Cornell University)May 9Effective registration-free dual-phase segmentation for pancreas and pancreatic mass via symmetrical selective feature integrationAlibaba · Medical Image AnalysisMay 9ReasonSTL: Bridging Natural Language and Signal Temporal Logic via Tool-Augmented Process-Rewarded LearningAlibaba · arXiv (Cornell University)May 7MAS-Algorithm: A Workflow for Solving Algorithmic Programming Problems with a Multi-Agent SystemAlibaba · arXiv (Cornell University)May 7FreeSpec: Training-Free Long Video Generation via Singular-Spectrum ReconstructionAlibaba · arXiv (Cornell University)May 7When KV Meets Embeddings: Dynamic GPU Memory Allocation for Accelerating Generative Recommender ServingAlibaba · arXiv (Cornell University)May 6CC-OCR V2: Fine-Grained Attribution of LMM Failures in Real-World Visual Document UnderstandingAlibaba · arXiv (Cornell University)May 5DexSim2Real: Foundation Model-Guided Sim-to-Real Transfer for Generalizable Dexterous ManipulationAlibaba · arXiv (Cornell University)May 3VIDA: A Dataset for Visually Dependent Ambiguity in Multimodal Machine TranslationAlibaba · arXiv (Cornell University)May 3GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language ModelsAlibaba · arXiv (Cornell University)May 2OmniEncoder: See, Hear, and Feel Continuous Motion Like Humans With One EncoderAlibaba · arXiv (Cornell University)May 2GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language ModelsAlibaba · arXiv (Cornell University)May 2MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent DebateAlibaba · arXiv (Cornell University)May 2Accurate Table Question Answering with Accessible LLMsAlibaba · IEEE International Conference on Data Engineering (ICDE)1 citationMay 1CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAGAlibaba · IEEE International Conference on Data Engineering (ICDE)1 citationMay 1Secure Query Processing with Linear Online CostAlibaba · IEEE International Conference on Data Engineering (ICDE)May 1