Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual DocumentsAlibaba · arXiv (Cornell University)Feb 3Beyond Quantity: Trajectory Diversity Scaling for Code AgentsAlibaba · arXiv (Cornell University)Feb 3SEW: Strengthening Robustness of Black-box DNN Watermarking via Specificity EnhancementAlibaba · arXiv (Cornell University)Feb 3SCASRec: A Self-Correcting and Auto-Stopping Model for Generative Route List RecommendationAlibaba · arXiv (Cornell University)Feb 3SEW: Strengthening Robustness of Black-box DNN Watermarking via Specificity EnhancementAlibaba · arXiv (Cornell University)Feb 3STAR: Similarity-guided Teacher-Assisted Refinement for Super-Tiny Function Calling ModelsAlibaba · arXiv (Cornell University)Feb 3WebSplatter: Enabling Cross-Device Efficient Gaussian Splatting in Web Browsers via WebGPUAlibaba · arXiv (Cornell University)Feb 3FARTrack: Fast Autoregressive Visual Tracking with High PerformanceAlibaba · arXiv (Cornell University)Feb 3IntentRL: Training Proactive User-intent Agents for Open-ended Deep Research via Reinforcement LearningAlibaba · arXiv (Cornell University)Feb 3Agentic Proposing: Enhancing Large Language Model Reasoning via Compositional Skill SynthesisAlibaba · arXiv (Cornell University)Feb 3Socratic-Geo: Synthetic Data Generation and Geometric Reasoning via Multi-Agent InteractionAlibaba · arXiv (Cornell University)Feb 3Beyond Quantity: Trajectory Diversity Scaling for Code AgentsAlibaba · arXiv (Cornell University)Feb 3Read As Human: Compressing Context via Parallelizable Close Reading and SkimmingAlibaba · arXiv (Cornell University)Feb 2CoMeT: Collaborative Memory Transformer for Efficient Long Context ModelingAlibaba · arXiv (Cornell University)Feb 2Q Cache: Visual Attention is Valuable in Less than Half of Decode Layers for Multimodal Large Language ModelAlibaba · arXiv (Cornell University)Feb 2PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the BeginningAlibaba · arXiv (Cornell University)Feb 2Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAlibaba · arXiv (Cornell University)Feb 2Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement LearningAlibaba · arXiv (Cornell University)Feb 2Entropy-Guided Data-Efficient Training for Multimodal Reasoning Reward ModelsAlibaba · arXiv (Cornell University)Feb 2Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAlibaba · arXiv (Cornell University)Feb 2Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement LearningAlibaba · arXiv (Cornell University)Feb 2Read As Human: Compressing Context via Parallelizable Close Reading and SkimmingAlibaba · arXiv (Cornell University)Feb 2CoMeT: Collaborative Memory Transformer for Efficient Long Context ModelingAlibaba · arXiv (Cornell University)Feb 2D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool UseAlibaba · arXiv (Cornell University)Feb 2Think Dense, Not Long: Dynamic Decoupled Conditional Advantage for Efficient ReasoningAlibaba · arXiv (Cornell University)Feb 2