Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Cambricon-GS: An Accelerator for 3D Gaussian Splatting Training With Gaussian-Pixel Hybrid ParallelismCambricon Technologies · IEEE International Symposium on High-Performance Computer Architecture (HPCA)Jan 31QuCo: Efficient and Flexible Hardware-Driven Automatic Configuration of Tile Transfers in GPUsNVIDIA · IEEE International Symposium on High-Performance Computer Architecture (HPCA)Jan 31eGPU: Production-Scale Elastic Sharing Over 10,000 GPUsAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)Jan 31LEGO: Supporting LLM-Enhanced Games with One Gaming GPUMicrosoft · IEEE International Symposium on High-Performance Computer Architecture (HPCA)Jan 31BitDecoding: Unlocking Tensor Cores for Long-Context LLMs with Low-Bit KV CacheMicrosoft · IEEE International Symposium on High-Performance Computer Architecture (HPCA)Jan 31GRANII: Selection and Ordering of Primitives in GRAph Neural Networks using Input InspectionNVIDIA · Proceedings of the CGO/Proceedings of the ... CGOJan 31Towards Threading the Needle of Debuggable Optimized BinariesAlphabet · Proceedings of the CGO/Proceedings of the ... CGOJan 31Relatos de ex-alunos e colaboradores sobre suas experiências no LaMuTMeta · Revista Brasileira de MúsicaJan 31Convolutional Neural Networks for Real-Time Intrusion Detection in Network Security ArchitecturesNVIDIA · Journal of Computational Analysis and ApplicationsJan 31Bounds for Hardness Condensation in the Query ModelMicrosoft · arXiv (Cornell University)Jan 31Bounds for Hardness Condensation in the Query ModelMicrosoft · HALJan 31Deterministic Multi-Agent Incident Assistance: Separating Routing from Tool Execution to Improve Reliability in Production AIOpsMicrosoft · International Journal of Engineering Science and Information TechnologyJan 30AI-Driven Personalization across Domains for Local Categorical Query Understanding and Context-Aware RetrievalAlphabet · International Conference on Artificial Intelligence, Digital Media Technology and Social Computing (ICAIDS)Jan 30Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error ReductionMeta · arXiv (Cornell University)Jan 30DIVERGE: Diversity-Enhanced RAG for Open-Ended Information SeekingMicrosoft · arXiv (Cornell University)Jan 30Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language ModelsMeta · arXiv (Cornell University)Jan 30UPA: Unsupervised Prompt Agent via Tree-Based Search and SelectionMininglamp Technology · arXiv (Cornell University)Jan 30From Abstract to Contextual: What LLMs Still Cannot Do in MathematicsMicrosoft · arXiv (Cornell University)Jan 30AI-Driven Incident Management for Distributed Cloud Systems: Detection, Mitigation, and Root Cause AutomationMicrosoft · Journal of Information Systems Engineering & ManagementJan 30Towards universal X-ray security inspection: a benchmark and stereoscopic-aware oriented prohibited item detection frameworkiFlytek, SenseTime · Science China Information Sciences1 citationJan 29PathReasoner-R1: Instilling Structured Reasoning into Pathology Vision-Language Model via Knowledge-Guided Policy OptimizationMicrosoft · arXiv (Cornell University)1 citationJan 29Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic ToolchainsAlibaba · arXiv (Cornell University)Jan 29LLM Compression by Block Removal with Constrained Binary OptimizationMultiverse Computing · arXiv (Cornell University)Jan 29DP-λCGD: Efficient Noise Correlation for Differentially Private Model TrainingAlphabet · arXiv (Cornell University)Jan 29Hair-Trigger Alignment: Black-Box Evaluation Cannot Guarantee Post-Update AlignmentAlphabet, Google DeepMind · arXiv (Cornell University)Jan 29