Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Prophet Inequalities Beyond Utilitarian Social WelfareAlphabet · arXiv (Cornell University)Sep 21Listen, Critique, and Refine: RL-Based Self-Refinement for Instruction-Following Speech SynthesisNVIDIA · arXiv (Cornell University)Sep 21MemCalib: Benchmarking and Optimizing Memory Use in LLM AgentsAlibaba · arXiv (Cornell University)Sep 21Beyond Endpoint Performance: Process-Level Evaluation of Self-Evolving AgentsAlibaba · arXiv (Cornell University)Sep 21CLOOPD: Closing the Learner Loop in On-Policy DistillationAlibaba · arXiv (Cornell University)Sep 21Misaligned Clinical Risk Classification and Cost Asymmetry in Open-Weight Large Language ModelsMicrosoft · arXiv (Cornell University)Sep 21Information-Time Proximal Policy OptimizationMicrosoft · arXiv (Cornell University)Sep 21RRSI: Regularized Recursive Self-Improvement of Agent HarnessesAlphabet · arXiv (Cornell University)Sep 21Complex KDA: Understanding and Enhancing the Expressivity of Kimi Delta AttentionMicrosoft · arXiv (Cornell University)Sep 21Few Shot Learning for Flame State Monitoring From Limited Visible and Infrared ImagesTechnology Innovation Institute · Expert SystemsSep 21Algorithmic systems, human agency and the future of platform researchMicrosoft · Nature Computational ScienceSep 21MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation ModelsLG AI Research · Lecture notes in computer scienceSep 21VibeMemBench: Evaluating Memory Systems for Coding Agents on Real Repository Coding TasksAlibaba · arXiv (Cornell University)Sep 20Why Ghost Outputs Teach: A Kernel-Based Understanding of Subliminal LearningAlphabet · arXiv (Cornell University)Sep 20STEVE: Stabilizing Textual Gradient-Based Prompt Optimization via Error-Driven Refinement and Regularized VerificationGoogle DeepMind · arXiv (Cornell University)Sep 20PSD: Pseudo Self-Distillation of Memory Representation Capabilities for LLM AgentsMicrosoft · arXiv (Cornell University)Sep 20MuLA-Bench: A Multilingual Long-Form Audio Understanding Benchmark via Multi-Tier AuditingAlibaba · arXiv (Cornell University)Sep 20Propose, Verify, Commit: Evidence-Grounded Memory for Long-Horizon Multi-Actor ConversationsAlibaba · arXiv (Cornell University)Sep 20RPMem: Learning Long-Term Recurrent Parametric Memory Across Sessions for LLM AgentsAlibaba · arXiv (Cornell University)Sep 20Explainable Recommendations at Scale: LLM Rationales for YouTube Music Artist DiscoveryAlphabet · arXiv (Cornell University)Sep 20PhysAI-Bench: A Benchmark for LLM-Based Agentic Decision-Making in Autonomous UAV-Centric Physical AITechnology Innovation Institute · arXiv (Cornell University)Sep 20The Right Future for Action: Learning Action-Relevant Predictive States in World Action ModelsAlibaba · arXiv (Cornell University)Sep 20BabelArena: A Large-Scale Multilingual Benchmark for LLM AgentsAlibaba · arXiv (Cornell University)Sep 20Omni2Web: Benchmarking Audiovisual Website DevelopmentAlibaba · arXiv (Cornell University)Sep 20Merge++: Universal Merge Refinement Through Data-Free Checkpoint InversionMicrosoft · arXiv (Cornell University)Sep 19