Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Hyperscaler's Perspective on Platform Debug Capabilities for OCP Compliant AI HardwareMicrosoft · IEEE International Systems Conference (SysCon)1 citationApr 7, 2025PolyGuard: A Multilingual Safety Moderation Tool for 17 LanguagesAllen Institute for AI · arXiv (Cornell University)71 citationsApr 6, 2025Generative Prompt Controlled Diffusion for weakly supervised semantic segmentationMicrosoft · Neurocomputing47 citationsApr 6, 2025Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoningMicrosoft · arXiv (Cornell University)13 citationsApr 6, 2025UAE: Universal Anatomical Embedding on multi-modality medical imagesAlibaba · Medical Image Analysis12 citationsApr 6, 2025SECQUE: A Benchmark for Evaluating Real-World Financial Analysis CapabilitiesMicrosoft · arXiv (Cornell University)11 citationsApr 6, 2025Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance EstimationAlphabet · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)8 citationsApr 6, 20253D Gaussian Splatting with Normal Information for Mesh Extraction and Improved RenderingAlphabet · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)6 citationsApr 6, 2025Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech EnhancementAlphabet · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)4 citationsApr 6, 2025OffRAC: Offloading Through Remote Accelerator CallsMicrosoft · arXiv (Cornell University)1 citationApr 6, 2025PRISM: Probabilistic Representation for Integrated Shape Modeling and GenerationAlphabet · arXiv (Cornell University)Apr 6, 2025OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMsNVIDIA · arXiv (Cornell University)78 citationsApr 5, 2025SLOs-Serve: Optimized Serving of Multi-SLO LLMsAlphabet · arXiv (Cornell University)28 citationsApr 5, 2025CCA: collaborative competitive agents for image editingMicrosoft · Frontiers of Computer Science9 citationsApr 5, 2025STEC: See-Through Transformer-based Encoder for CTR PredictionMicrosoft · IEEE International Conference on Computing and Machine Intelligence (ICMI)3 citationsApr 5, 2025Computationally-efficient blind source extraction under extremely low SNR conditions based on principal component analysisHorizon Robotics · Applied AcousticsApr 5, 2025Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language ModelsMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)397 citationsApr 4, 2025AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task GenerationMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)78 citationsApr 4, 2025PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline ParallelismMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)24 citationsApr 4, 2025Sample, Don't Search: Rethinking Test-Time Alignment for Language ModelsAllen Institute for AI · arXiv (Cornell University)23 citationsApr 4, 2025ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual RestorationNVIDIA · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)22 citationsApr 4, 2025Correlation-Aware Graph Convolutional Networks for Multi-Label Node ClassificationAlibaba · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)17 citationsApr 4, 2025Tree-based Models for Vertical Federated Learning: A SurveyAlibaba · ACM Computing Surveys16 citationsApr 4, 2025IN-Flow: Instance Normalization Flow for Non-stationary Time Series ForecastingMicrosoft · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)15 citationsApr 4, 2025APEX 2 : Adaptive and Extreme Summarization for Personalized Knowledge GraphsMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)14 citationsApr 4, 2025