Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning ModelsAlphabet · arXiv (Cornell University)May 17Browsing Large Graphs with Tile Pyramids and Sleeve Routing in the BrowserMicrosoft · arXiv (Cornell University)May 17Taming "Zombie'' Agents: A Markov State-Aware Framework for Resilient Multi-Agent EvolutionAlibaba · arXiv (Cornell University)May 17AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question AnsweringAlibaba · arXiv (Cornell University)May 17Active Budget Allocation for Efficient Scaling Law Estimation via Surrogate-Guided PruningAlphabet · arXiv (Cornell University)May 17SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS EngineeringAlibaba · arXiv (Cornell University)May 17VGL-DPO: Vision-Guided Lexical Direct Preference Optimization for Mitigating Hallucination in Multimodal Large Language ModelsAlibaba · ACM Transactions on Multimedia Computing Communications and Applications1 citationMay 16PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language ModelsMicrosoft · arXiv (Cornell University)May 16SemaVoice: Semantic-Aware Continuous Autoregressive Speech SynthesisSenseTime · arXiv (Cornell University)May 16ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art DiscoveryAllen Institute for AI · arXiv (Cornell University)May 16PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language ModelsMicrosoft · arXiv (Cornell University)May 16Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training StepsAlibaba · arXiv (Cornell University)May 16Leveraging LLMs and social media to understand user perception of smartphone-based earthquake early warningsAlphabet · Scientific ReportsMay 16Process-Supervised Multi-Step Reasoning with LLMs for Knowledge TaggingiFlytek · International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC)May 15Convex Dataset Valuation for Post-TrainingMeta · arXiv (Cornell University)May 15LERA: LLM-Enhanced RAG for Ad Auction in Generative ChatbotsAlibaba · arXiv (Cornell University)May 15SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent MonitorsAnthropic · arXiv (Cornell University)May 15Exceeding the Numerical and Performance Characteristics of IEEE-754 SGEMM with BFloat16 Tensor Cores on GPUs for Scientific ComputingNVIDIA · arXiv (Cornell University)May 15MedASR: An Open-Source Model for High-Accuracy Medical DictationAlphabet · arXiv (Cornell University)May 15GRID: Graph Representation of Intelligence Data for Security Text Knowledge Graph ConstructionMeta · arXiv (Cornell University)May 15Skim: Speculative Execution for Fast and Efficient Web AgentsMicrosoft · arXiv (Cornell University)May 15ITHICA: Intra-Thread Instruction Checking Approach for Defect-Induced Silent Data CorruptionsAlphabet · arXiv (Cornell University)May 15DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text DetectionAlibaba · arXiv (Cornell University)May 15Near-optimal Online Traffic EngineeringMicrosoft · arXiv (Cornell University)May 15Designing Datacenter Power Delivery Hierarchies for the AI EraMicrosoft · arXiv (Cornell University)May 15