Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Trojan Horse: Automated Repository Poisoning against Coding AgentsHugging Face · arXiv (Cornell University)Oct 16TUPLE-Bench: Evaluating and Mitigating Privacy-Utility Trade-offs in Typed Decision ModelsHugging Face · arXiv (Cornell University)Oct 16Synthetic Pre-pretraining Survives Scale, but Not as a Grammatical PriorHugging Face · arXiv (Cornell University)Sep 30Not Every Token Is Worth Distilling: Selective Supervision for Direct-OPDHugging Face · arXiv (Cornell University)Sep 24How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source DataHugging Face · arXiv (Cornell University)Apr 15Retrieval as Generation: A Unified Framework with Self-Triggered Information PlanningHugging Face · arXiv (Cornell University)Apr 13Retrieval as Generation: A Unified Framework with Self-Triggered Information PlanningHugging Face · arXiv (Cornell University)Apr 13Margin-Aware Preference Optimization for Aligning Diffusion Models Without ReferenceHugging Face · Proceedings of the AAAI Conference on Artificial Intelligence2 citationsMar 14TAROT: Test-driven and Capability-adaptive Curriculum Reinforcement Fine-tuning for Code Generation with Large Language ModelsHugging Face · arXiv (Cornell University)Feb 17Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion ModelsHugging Face · Lecture notes in computer scienceJan 1Retrieval as Generation: A Unified Framework with Self-Triggered Information PlanningHugging Face · Annual Meeting of the Association for Computational Linguistics (ACL)Jan 1Posterior Augmented Flow MatchingAllen Institute for AI, Hugging Face · Lecture notes in computer scienceJan 1SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency DistillationHugging Face, NVIDIA · IEEE/CVF International Conference on Computer Vision (ICCV)10 citationsOct 19, 2025From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection TuningHugging Face · IEEE/CVF International Conference on Computer Vision (ICCV)6 citationsOct 19, 2025Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition EvaluationHugging Face, Mistral AI, NVIDIA, OpenAI · arXiv (Cornell University)1 citationOct 8, 2025Factuality Matters: When Image Generation and Editing Meet Structured VisualsHugging Face · arXiv (Cornell University)Oct 6, 2025Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image SynthesisHugging Face · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings4 citationsJun 10, 2025WorldLLM: Improving LLMs' world modeling using curiosity-driven theory-makingHugging Face · arXiv (Cornell University)Jun 7, 2025Proximal Point Nash Learning from Human FeedbackGoogle DeepMind, Hugging Face · arXiv (Cornell University)May 26, 2025GemMaroc: Unlocking Darija Proficiency in LLMs with Minimal DataHugging Face · HALMay 20, 2025DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion ModelsHugging Face · IEEE Winter Conference on Applications of Computer Vision5 citationsFeb 26, 2025FLOCAL: Architecture for Metacognitive Autotelic Artificial IntelligenceHugging Face · arXiv (Cornell University)1 citationFeb 11, 2025Stop treating `AGI' as the north-star goal of AI researchAlphabet, Hugging Face · arXiv (Cornell University)2 citationsFeb 6, 2025Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationCohere, Hugging Face · Annual Meeting of the Association for Computational Linguistics (ACL)13 citationsJan 1, 2025The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed TextAllen Institute for AI, Google DeepMind, Hugging Face · neural information processing systems5 citationsJan 1, 2025