Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World TasksAlibaba · arXiv (Cornell University)Aug 24WnW: Waxing-and-Waning KV Cache for Long-Form Speech LLMsAlibaba · arXiv (Cornell University)Aug 24What Process Evaluation of Coding Agents Actually Measures: Action, Task, and Step Are Three Different LevelsAlibaba · arXiv (Cornell University)Aug 24Make Lemonade out of Lemons: A Learning-based ZNS SSDs with Built-in CompressionAlibaba · ACM Transactions on StorageAug 24Can Large Language Models "Hyper-Thread"?Alibaba · arXiv (Cornell University)Aug 23ChainPrune: Evaluating and Reducing Redundancy in Long Chain-of-Thought ReasoningAlibaba · arXiv (Cornell University)Aug 22Context as an Environment: Programmatic Context Management for Long-Horizon AgentsAlibaba · arXiv (Cornell University)Aug 21Towards Faithful Simulation of Human Shopping BehaviorAlibaba · arXiv (Cornell University)Aug 21STAR-OPD: Structured Aspect-Cascade-Aware On-Policy Reward Distillation for ABSA Quadruple ExtractionAlibaba · arXiv (Cornell University)Aug 21SSR-GRPO: Integrating Supervision and Semantic IDs into Reinforcement Learning for Dense Retrieval in E-commerceAlibaba · arXiv (Cornell University)Aug 20SOM-GAN: A structure-preserving one-to-multiple generative adversarial network for unpaired medical image synthesisAlibaba · Computerized Medical Imaging and GraphicsAug 20Large-scale AI-guided liver malignancy diagnosis: multicenter study and a single-arm trialAlibaba · Nature Medicine1 citationAug 19SceneGTMM: A Conformal Mapping-based Scene-Aware Transferable GNN-Transformer Dual-Graph Interaction Framework for Map MatchingAlibaba · arXiv (Cornell University)Aug 19DocClaw: A Unified Agentic System for Intelligent Document ProcessingAlibaba · arXiv (Cornell University)Aug 19D2-ScaleAgent: Dual-Dimensional Scaling for Long Document UnderstandingAlibaba · arXiv (Cornell University)Aug 17LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw DocumentsAlibaba · arXiv (Cornell University)Aug 17An Empirical Study of Training Pixel-Space Text-to-Image Diffusion ModelsAlibaba · arXiv (Cornell University)Aug 17Ask, Condition or Abstain: Reinforcement Learning for Missing-Premise ReasoningAlibaba · arXiv (Cornell University)Aug 17Executable Code Knowledge: Code as a Native, Validation-Carrying Knowledge Representation for AI Coding AgentsAlibaba · arXiv (Cornell University)Aug 17Can Retrievers Find the Same Paper from Different Aspects? A Multi-Aspect Full-Paper Scientific Retrieval BenchmarkAlibaba · arXiv (Cornell University)Aug 16Efficient Audio-Visual Generation via Synchrony-Aware Cross-Modal Sparse AttentionAlibaba · arXiv (Cornell University)Aug 16From LLM Inference to Agentic Workloads: Characterization and Implications for Serving SystemsAlibaba · arXiv (Cornell University)Aug 15LongRCA Bench: Root-Cause Localization in Long-Horizon Agent TrajectoriesAlibaba · arXiv (Cornell University)Aug 15MoE Expert Execution in Disaggregated LLM Serving with a High-Bandwidth ReRAM Near-Memory ArchitectureAlibaba · arXiv (Cornell University)Aug 14Rollplex: Cross-Phase GPU Spatial Sharing for Vision Language Model Post-TrainingAlibaba · arXiv (Cornell University)Aug 14