Jianyu Huang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025

Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions.

[BibT_eX]

[DOI]

CoRR, August, 2025

Cognitive digital thread tool-chain for model versioning in model-based systems engineering.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2025

WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training.

[BibT_eX]

[DOI]

Proceedings of the 19th USENIX Symposium on Operating Systems Design and Implementation, 2025

Scaling Llama 3 Training with Efficient Parallelism Strategies.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

2024

Context Parallelism for Scalable Million-Token Inference.

[BibT_eX]

[DOI]

CoRR, 2024

The Llama 3 Herd of Models.

[BibT_eX]

[DOI]

Cristian Canton Ferrer

Georgia Lewis Anderson

Imanol Arrieta Ibarra

Kalyan Vasuden Alwala

et al.

CoRR, 2024

PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability Against Parameter Corruptions.

[BibT_eX]

[DOI]

Xun Jiao

Fan Fred Lin

Harish Dattatraya Dixit

CoRR, 2024

An Adaptive Path Planning Method for Curved Roads via Three-Dimensional Space-Aware Profiling Maps.

[BibT_eX]

[DOI]

Jianyu Huang

Billy Dawton

Yutaka Arakawa

IEEE Access, 2024

Faster Trajectory Planning for Lane Change Scenarios with Dynamic Environment.

[BibT_eX]

[DOI]

Jianyu Huang

Yutaka Arakawa

Proceedings of the 8th International Conference on Robotics, Control and Automation, 2024

2023

Trajectory Planning in Frenet Frame via Multi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2023

AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models.

[BibT_eX]

[DOI]

Chun-cheng Jason Chen

Mosharaf Chowdhury

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

2022

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

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

A denoising method based on CNN through multi-layer separation.

[BibT_eX]

[DOI]

Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022

Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.

[BibT_eX]

[DOI]

Harish Dattatraya Dixit

Zizhong Chen

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.

[BibT_eX]

[DOI]

Raghuraman Krishnamoorthi

IEEE Micro, 2021

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.

[BibT_eX]

[DOI]

CoRR, 2021

FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Strassen's Algorithm Reloaded on GPUs.

[BibT_eX]

[DOI]

Jianyu Huang

Chenhan D. Yu

Robert A. van de Geijn

ACM Trans. Math. Softw., 2020

Mixed-Precision Embedding Using a Cache.

[BibT_eX]

[DOI]

CoRR, 2020

Multi UAV Cluster Control Method Based on Virtual Core in Improved Artificial Potential Field.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Deep Learning Recommendation Model for Personalization and Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2019

A Study of BFLOAT16 for Deep Learning Training.

[BibT_eX]

[DOI]

Nataraj Jammalamadaka

CoRR, 2019

2018

Strassen's Algorithm for Tensor Contraction.

[BibT_eX]

[DOI]

Jianyu Huang

Devin A. Matthews

Robert A. van de Geijn

SIAM J. Sci. Comput., 2018

Rapid 3D Reconstruction for Image Sequence Acquired from UAV Camera.

[BibT_eX]

[DOI]

Yufu Qu

Jianyu Huang

Xuan Zhang

Sensors, 2018

Implementing Strassen's Algorithm with CUTLASS on NVIDIA Volta GPUs.

[BibT_eX]

[DOI]

Jianyu Huang

Chenhan D. Yu

Robert A. van de Geijn

CoRR, 2018

Learning from Optimizing Matrix-Matrix Multiplication.

[BibT_eX]

[DOI]

Devangi N. Parikh

Jianyu Huang

Margaret E. Myers

Robert A. van de Geijn

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

Generating Families of Practical Fast Matrix Multiplication Algorithms.

[BibT_eX]

[DOI]

Jianyu Huang

Leslie Rice

Devin A. Matthews

Robert A. van de Geijn

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016

Implementing Strassen's Algorithm with BLIS.

[BibT_eX]

[DOI]

Jianyu Huang

Tyler M. Smith

Greg M. Henry

Robert A. van de Geijn

CoRR, 2016

BLISlab: A Sandbox for Optimizing GEMM.

[BibT_eX]

[DOI]

Jianyu Huang

Robert A. van de Geijn

CoRR, 2016

Strassen's algorithm reloaded.

[BibT_eX]

[DOI]

Jianyu Huang

Tyler M. Smith

Greg M. Henry

Robert A. van de Geijn

Proceedings of the International Conference for High Performance Computing, 2016

2015

Performance optimization for the k-nearest neighbors kernel on x86 architectures.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2015

2013

High Performance Super-Resolution Reconstruction of Multiple Images Based on Fast Registration and Edge Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

2011

A Space Target Recognition Method Based on Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

Jianyu Huang

Bibliography

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