TASO

Zhihao Jia, Oded Padon, James J. Thomas, +3

Convolutional Neural NetworkDeep Neural NetworksEngineeringMachine LearningGraph Theory +10

Beyond Data and Model Parallelism for Deep Neural Networks

Zhihao Jia, Matei Zaharia, Alex Aiken

arXiv (Cornell University)

Beyond DataDeep Neural NetworksEngineeringMachine LearningData Science +13

Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc

Zhihao Jia, Sina Lin, Mingyu Gao, +2

Proceedings of Machine Learning and Systems

Graph Neural NetworksEngineeringGraph TheoryMachine LearningData Science +7

Software-hardware co-design for fast and scalable training of deep learning recommendation models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, +50

Artificial IntelligenceEngineeringMachine LearningComputer ArchitectureScalable Training +18

Improving integer security for systems with KINT

Xi Wang, Haogang Chen, Zhihao Jia, +2

Cryptographic PrimitiveEngineeringInformation SecurityInteger SecuritySoftware Analysis +22

A distributed multi-GPU system for fast graph processing

Zhihao Jia, Yongkee Kwon, Galen Shipman, +3

Proceedings of the VLDB Endowment

Cluster ComputingFast Graph ProcessingRuntime ConfigurationsEngineeringGpu Benchmarking +16

Layered berthing method and experiment of unmanned surface vehicle based on multiple constraints analysis

Yulei Liao, Zhihao Jia, Weibin Zhang, +2

Applied Ocean Research

Naval ArchitectureEngineeringStrength Of ShipAerospace EngineeringMechatronics +7

Undefined behavior

Xi Wang, Haogang Chen, Alvin Cheung, +3

Research CommunityEngineeringInformation SecurityCompiler TechnologySoftware Engineering +17

SpecInfer: Accelerating Large Language Model Serving with Tree-based Speculative Inference and Verification

Xupeng Miao, Gabriele Oliaro, Zhihao Zhang, +12

Redundancy-Free Computation for Graph Neural Networks

Zhihao Jia, Sina Lin, Rex Ying, +3

EngineeringMachine LearningNeural Networks (Machine Learning)Network AnalysisSocial Sciences +15