Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CommerceVibe: Learning to Design E-Commerce Creatives as Executable Visual Code via Dual-Feedback Reinforcement LearningAlibaba · arXiv (Cornell University)Aug 28LoopArena: Benchmarking Models as Runtime Controllers for Loop EngineeringAlibaba · arXiv (Cornell University)Aug 28Advantage Scale Calibration Imbalance in Group-Relative Optimization under Low-Variance Rewards: Diagnosis and Bounded RecoveryAlibaba · arXiv (Cornell University)Aug 27Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-TrainingAlibaba · arXiv (Cornell University)Aug 27STAR : Sentence Translation Alignment Rate for Document-to-Document Machine TranslationAlibaba · arXiv (Cornell University)Aug 27RubricRM: Generative Reward Modeling via Dynamic Rubrics for Image Generation and EditingAlibaba · arXiv (Cornell University)Aug 27Astar: Learning to Propose Evolution Directions for Self-Evolving Industrial AI SystemsAlibaba · arXiv (Cornell University)Aug 27R2M-Bench: Evaluating Revisit Memory via Relative Consistency in Interactive Video World ModelsAlibaba · arXiv (Cornell University)Aug 27PailitaoGR: Latent Think-with-Images for Generative Image RetrievalAlibaba · arXiv (Cornell University)Aug 27TTPO: Test-Time Policy OptimizationAlibaba · arXiv (Cornell University)Aug 27Learning from Limited phenotype-level annotations for promoting multiple instance learning in endoscopic helicobacter pylori infection diagnosisAlibaba · Medical Image AnalysisAug 27LongAudioSpan: Spanning the Duration and Depth of Audio ComprehensionAlibaba · arXiv (Cornell University)Aug 26TransRetrieval: Scaling Up Transformer-Based Retrieval for Industrial RecommendationAlibaba · arXiv (Cornell University)Aug 26DCEO: Direct Causal Effect Optimization for Long-Term User Value Modeling in E-commerce SearchAlibaba · arXiv (Cornell University)Aug 26The social cost of free: service robots, anticipatory indebtedness, and free-trial acceptanceAlibaba · Journal of Business ResearchAug 26HMGCLIP: Heterogeneous Multi-Granularity Contrastive Learning for E-commerce Representation LearningAlibaba · arXiv (Cornell University)Aug 25Memory Is Not Always Needed: Characterizing Conditional Memory in Scientific ReasoningAlibaba · arXiv (Cornell University)Aug 25OmniJudge or OmniBias? Diagnosing Multimodal Judges through Balanced, Decoupled LensesAlibaba · arXiv (Cornell University)Aug 25Native Multimodal Representation Learning for Click-Through Rate Prediction in E-Commerce ScenariosAlibaba · arXiv (Cornell University)Aug 25Contrastive Branch Policy OptimizationAlibaba · arXiv (Cornell University)Aug 25AffineTok: Semantic Affine Consistency for Diffusion-Friendly Visual TokenizerAlibaba · arXiv (Cornell University)Aug 24TailSieve: Partial-Rollout-Guided Tail Routing for LLM RolloutsAlibaba · arXiv (Cornell University)Aug 24Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy OptimizationAlibaba · arXiv (Cornell University)Aug 24From Inertia to Objectivity: Improving Deep Research Agents with Noise IsolationAlibaba · arXiv (Cornell University)Aug 24SACHA: Semantic-Aware Compression for 3D Gaussian Head AvatarsAlibaba · arXiv (Cornell University)Aug 24