Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Homomorphism Expressivity of Spectral Invariant Graph Neural NetworksNVIDIA · arXiv (Cornell University)5 citationsMar 1, 2025Learn, Denoise, and Discover: A guide to deep denoising with an application to electron microscopyMeta · IEEE Signal Processing Magazine4 citationsMar 1, 2025Generative AI for Computer GraphicsMeta, NVIDIA · IEEE Computer Graphics and Applications4 citationsMar 1, 2025Nested Dirichlet models for unsupervised attack pattern detection in honeypot dataMicrosoft · The Annals of Applied Statistics4 citationsMar 1, 2025NOVA: A Novel Vertex Management Architecture for Scalable Graph ProcessingAlphabet · IEEE International Symposium on High-Performance Computer Architecture (HPCA)3 citationsMar 1, 2025Retracted: AI-Driven Threat Detection Models: Integrating Deep Learning for Enhanced Cybersecurity Against Emerging Network VulnerabilitiesMeta · International Conference on Frontier Technologies and Solutions (ICFTS)2 citationsMar 1, 2025Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear IsolationCambricon Technologies · IEEE International Symposium on High-Performance Computer Architecture (HPCA)2 citationsMar 1, 2025EDA: Energy-Efficient Inter-Layer Model Compilation for Edge DNN Inference AccelerationAlphabet · IEEE International Symposium on High-Performance Computer Architecture (HPCA)2 citationsMar 1, 2025Predicting DRAM-Caused Risky VMs in Large-Scale CloudsAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)2 citationsMar 1, 2025Vive la Différence: Practical Diff Testing of Stateful ApplicationsAlphabet · Proceedings of the VLDB Endowment1 citationMar 1, 2025Resource Efficient FPGA Implementation of SGM Stereo Disparity for a Planetary RoverTechnology Innovation Institute · IEEE Aerospace Conference (AERO)1 citationMar 1, 2025AICB: A benchmark for evaluating the communication subsystem of LLM training clustersAlibaba · BenchCouncil Transactions on Benchmarks Standards and Evaluations1 citationMar 1, 2025ACTA: Automatic Configuration of the Tensor Memory Accelerator for High-End GPUsNVIDIA · General Purpose Processing on Graphics Processing Units1 citationMar 1, 2025Toward a Standardized Representation for Deep Learning Collective AlgorithmsNVIDIA · IEEE Micro1 citationMar 1, 2025NVMePass: A Lightweight, High-performance and Scalable NVMe Virtualization Architecture with I/O Queues PassthroughAlibaba · IEEE International Symposium on High-Performance Computer Architecture (HPCA)1 citationMar 1, 2025Multi-clues Adaptive Learning for Cloth-Changing Person Re-IdentificationMicrosoft · International Journal of Pattern Recognition and Artificial Intelligence1 citationMar 1, 2025Provably High Degree Polynomial Representation Learning with FreeNetsAlphabet · Computational Mathematics and Mathematical PhysicsMar 1, 2025On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and OutlookAlibaba · International Journal of Computer Vision35 citationsFeb 28, 2025Multi-modal Language models in bioacoustics with zero-shot transfer: a case studyMicrosoft · Scientific Reports25 citationsFeb 28, 2025SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUsAlibaba, Microsoft · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming23 citationsFeb 28, 2025CyLens: Towards Reinventing Cyber Threat Intelligence in the Paradigm of Agentic Large Language ModelsAlphabet · arXiv (Cornell University)22 citationsFeb 28, 2025Helios: Efficient Distributed Dynamic Graph Sampling for Online GNN InferenceAlibaba · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming16 citationsFeb 28, 2025Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation ModelsAlphabet · arXiv (Cornell University)12 citationsFeb 28, 2025Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation FusionNVIDIA · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming12 citationsFeb 28, 2025FlashFFTStencil: Bridging Fast Fourier Transforms to Memory-Efficient Stencil Computations on Tensor Core UnitsMicrosoft · ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming9 citationsFeb 28, 2025