Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form InputAlphabet · arXiv (Cornell University)90 citationsJan 6, 2025Semantically Adversarial Scene Generation With Explicit Knowledge GuidanceNVIDIA · IEEE Transactions on Intelligent Transportation Systems20 citationsJan 6, 2025Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based CentralityNVIDIA · arXiv (Cornell University)3 citationsJan 6, 2025Practical Parallel Algorithms for Non-Monotone Submodular MaximizationAlibaba · Journal of Artificial Intelligence Research2 citationsJan 6, 2025GeAR: Generation Augmented RetrievalMicrosoft · arXiv (Cornell University)1 citationJan 6, 2025Dissecting Bit-Level Scaling Laws in Quantizing Vision Generative ModelsMicrosoft · arXiv (Cornell University)Jan 6, 2025DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference OptimizationMeta · arXiv (Cornell University)2 citationsJan 5, 2025Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal MethodAlibaba · arXiv (Cornell University)2 citationsJan 5, 2025FrameERC: Framelet Transform Based Multimodal Graph Neural Networks for Emotion Recognition in ConversationiFlytek · Pattern Recognition73 citationsJan 4, 2025RYDE: a digital signature scheme based on rank syndrome decoding problem with MPC-in-the-Head paradigmTechnology Innovation Institute · Designs Codes and Cryptography11 citationsJan 4, 2025Determining probability density functions with adiabatic quantum computingTechnology Innovation Institute · Quantum Machine Intelligence9 citationsJan 4, 2025AR4D: Autoregressive 4D Generation from Monocular VideosMicrosoft · arXiv (Cornell University)22 citationsJan 3, 2025Accurate and Efficient Privacy-Preserving Feature Extraction on Encrypted ImagesAlibaba · IEEE Transactions on Dependable and Secure Computing2 citationsJan 3, 2025Autoscaling via Online Optimization With Switching Cost ConstraintsAlibaba · IEEE Transactions on Networking1 citationJan 3, 2025Gogglesdet: goggles detection with clustering transformer and a new datasetiFlytek · Signal Image and Video Processing1 citationJan 3, 2025Enterprise Package Management: A Framework for Secure Development and Team CollaborationMicrosoft · International Journal of Scientific Research in Computer Science Engineering and Information TechnologyJan 3, 2025FlashInfer: Efficient and Customizable Attention Engine for LLM Inference ServingNVIDIA · arXiv (Cornell University)220 citationsJan 2, 2025CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo RatingsAlibaba · arXiv (Cornell University)128 citationsJan 2, 2025CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 CountriesMicrosoft · arXiv (Cornell University)54 citationsJan 2, 2025DAPO: An Open-Source LLM Reinforcement Learning System at ScaleAlphabet, Microsoft · neural information processing systems2,811 citationsJan 1, 2025s1: Simple test-time scalingAllen Institute for AI · Conference on Empirical Methods in Natural Language Processing (EMNLP)1,403 citationsJan 1, 2025Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM ReasoningAlibaba · neural information processing systems519 citationsJan 1, 2025LocalMamba: Visual State Space Model with Windowed Selective ScanSenseTime · Lecture notes in computer science495 citationsJan 1, 2025Self Forcing: Bridging the Train-Test Gap in Autoregressive Video DiffusionMicrosoft · neural information processing systems469 citationsJan 1, 2025Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base ModelMicrosoft · neural information processing systems435 citationsJan 1, 2025