Jianyu Huang

42 papers A* 4A 4B 2Misc 1Journal 26Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Knowledge-Driven Expert System for Robust Cardiac Event Detection Using Multi-Scale Temporal Transformers.
Expert Syst. J. Knowl. Eng.
Jianyu Huang, Chunyan Jiang, Xiaomin Huang, Yuting Liu, Fang Li, Rong Deng, Lin Xu, Wanqing Wu
2026 J jnl
Localization of myocardial infarction based on omnidirectional vision feature aggregation driven by 3D point-clouds.
Appl. Soft Comput.
Xianbin Zhang, Guibin Bian, Xiaoyun Zhang, Daniel Santos da Silva, Richard C. Millham, Jianyu Huang, Victor Hugo C. de Albuquerque, Lin Xu, Wanqing Wu
2025 J jnl
Cognitive digital thread tool-chain for model versioning in model-based systems engineering.
Adv. Eng. Informatics
Shouxuan Wu, Guoxin Wang, Jinzhi Lu, Jianyu Huang, Jiaxing Qiao, Yan Yan, Dimitris Kiritsis
2025 — conf
Context Parallelism for Scalable Million-Token Inference.
MLSys
Amy Yang, Jingyi Yang, Aya Ibrahim, Xinfeng Xie, Bangsheng Tang, Grigory Sizov, Jongsoo Park, Jianyu Huang
2025 J jnl
Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions.
CoRR
Bangsheng Tang, Carl Chengyan Fu, Fei Kou, Grigory Sizov, Haoci Zhang, Jason Park, Jiawen Liu, Jie You, Qirui Yang, Sachin Mehta, Shengyong Cai, Xiaodong Wang, Xingyu Liu, Yunlu Li, Yanjun Zhou, Wei Wei, Zhiwei Zhao, Zixi Qi, Adolfo Victoria, Aya Ibrahim, Bram Wasti, Changkyu Kim, Daniel Haziza, Fei Sun, Giancarlo Delfin, Emily Guo, Jialin Ouyang, Jaewon Lee, Jianyu Huang, Jeremy Reizenstein, Lu Fang, Quinn Zhu, Ria Verma, Vlad Mihailescu, Xingwen Guo, Yan Cui, Ye Hu, Yejin Lee
2025 B conf
RiSA: Risk-Aware Situational Assistant: From Risk Forecasting to Actionable Driver Advice.
IEEE Big Data
Kaito Asai, Bin Zhou, Jianyu Huang, Yutaka Arakawa, Tsunenori Mine
2025 A* conf
Scaling Llama 3 Training with Efficient Parallelism Strategies.
ISCA
Weiwei Chu, Xinfeng Xie, Jiecao Yu, Jie Wang, Amar Phanishayee, Chunqiang Tang, Yuchen Hao, Jianyu Huang, Mustafa Ozdal, Jun Wang, Vedanuj Goswami, Naman Goyal, Abhishek Kadian, Andrew Gu, Chris Cai, Feng Tian, Xiaodong Wang, Min Si, Pavan Balaji, Ching-Hsiang Chu, Jongsoo Park
2025 A conf
SmartNIC-GPU-CPU Heterogeneous System for Large Machine Learning Model with Software-Hardware Codesign.
ICS
Anqi Guo, Yuchen Hao, Xiteng Yao, Shining Yang, Jianyu Huang, Tony Tong Geng, Martin C. Herbordt
2025 A* conf
WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training.
OSDI
Zheng Wang, Anna Cai, Xinfeng Xie, Zaifeng Pan, Yue Guan, Weiwei Chu, Jie Wang, Shikai Li, Jianyu Huang, Chris Cai, Yuchen Hao, Yufei Ding
2025 J jnl
WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training.
CoRR
Zheng Wang, Anna Cai, Xinfeng Xie, Zaifeng Pan, Yue Guan, Weiwei Chu, Jie Wang, Shikai Li, Jianyu Huang, Chris Cai, Yuchen Hao, Yufei Ding
2024 J jnl
An Adaptive Path Planning Method for Curved Roads via Three-Dimensional Space-Aware Profiling Maps.
IEEE Access
Jianyu Huang, Billy Dawton, Yutaka Arakawa
2024 J jnl
Context Parallelism for Scalable Million-Token Inference.
CoRR
Amy Yang, Jingyi Yang, Aya Ibrahim, Xinfeng Xie, Bangsheng Tang, Grigory Sizov, Jeremy Reizenstein, Jongsoo Park, Jianyu Huang
2024 — conf
Faster Trajectory Planning for Lane Change Scenarios with Dynamic Environment.
ICRCA
Jianyu Huang, Yutaka Arakawa
2024 J jnl
PVF (Parameter Vulnerability Factor): A Quantitative Metric Measuring AI Vulnerability Against Parameter Corruptions.
CoRR
Xun Jiao, Fan Fred Lin, Harish Dattatraya Dixit, Joel Coburn, Abhinav Pandey, Han Wang, Venkat Ramesh, Jianyu Huang, Wang Xu, Daniel Moore, Sriram Sankar
2023 A* conf
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models.
OSDI
Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, Jongsoo Park, Xing Liu, ZeLiang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury
2023 J jnl
Trajectory Planning in Frenet Frame via Multi-Objective Optimization.
IEEE Access
Jianyu Huang, Zuguang He, Yutaka Arakawa, Billy Dawton
2022 — conf
A denoising method based on CNN through multi-layer separation.
EITCE
Jianyu Huang, Nanting Cai, Jian Mao, Jialin Zhang, Xiaochun Zhao
2022 B conf
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.
IEEE Big Data
Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2022 A* conf
Software-hardware co-design for fast and scalable training of deep learning recommendation models.
ISCA
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021 J jnl
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.
CoRR
Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2021 J jnl
FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference.
CoRR
Daya Shanker Khudia, Jianyu Huang, Protonu Basu, Summer Deng, Haixin Liu, Jongsoo Park, Mikhail Smelyanskiy
2021 J jnl
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.
CoRR
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao
2021 J jnl
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
CoRR
Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2021 J jnl
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
IEEE Micro
Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2020 J jnl
Mixed-Precision Embedding Using a Cache.
CoRR
Jie Amy Yang, Jianyu Huang, Jongsoo Park, Ping Tak Peter Tang, Andrew Tulloch
2020 J jnl
Multi UAV Cluster Control Method Based on Virtual Core in Improved Artificial Potential Field.
IEEE Access
Enming Wu, Yidong Sun, Jianyu Huang, Chao Zhang, Zhiheng Li
2020 J jnl
Strassen's Algorithm Reloaded on GPUs.
ACM Trans. Math. Softw.
Jianyu Huang, Chenhan D. Yu, Robert A. van de Geijn
2019 J jnl
A Study of BFLOAT16 for Deep Learning Training.
CoRR
Dhiraj D. Kalamkar, Dheevatsa Mudigere, Naveen Mellempudi, Dipankar Das, Kunal Banerjee, Sasikanth Avancha, Dharma Teja Vooturi, Nataraj Jammalamadaka, Jianyu Huang, Hector Yuen, Jiyan Yang, Jongsoo Park, Alexander Heinecke, Evangelos Georganas, Sudarshan Srinivasan, Abhisek Kundu, Misha Smelyanskiy, Bharat Kaul, Pradeep Dubey
2019 J jnl
Deep Learning Recommendation Model for Personalization and Recommendation Systems.
CoRR
Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi, Jianyu Huang, Narayanan Sundaraman, Jongsoo Park, Xiaodong Wang, Udit Gupta, Carole-Jean Wu, Alisson G. Azzolini, Dmytro Dzhulgakov, Andrey Mallevich, Ilia Cherniavskii, Yinghai Lu, Raghuraman Krishnamoorthi, Ansha Yu, Volodymyr Kondratenko, Stephanie Pereira, Xianjie Chen, Wenlin Chen, Vijay Rao, Bill Jia, Liang Xiong, Misha Smelyanskiy
2018 J jnl
Implementing Strassen's Algorithm with CUTLASS on NVIDIA Volta GPUs.
CoRR
Jianyu Huang, Chenhan D. Yu, Robert A. van de Geijn
2018 — conf
Learning from Optimizing Matrix-Matrix Multiplication.
IPDPS Workshops
Devangi N. Parikh, Jianyu Huang, Margaret E. Myers, Robert A. van de Geijn
2018 J jnl
Rapid 3D Reconstruction for Image Sequence Acquired from UAV Camera.
Sensors
Yufu Qu, Jianyu Huang, Xuan Zhang
2018 J jnl
Strassen's Algorithm for Tensor Contraction.
SIAM J. Sci. Comput.
Jianyu Huang, Devin A. Matthews, Robert A. van de Geijn
2017 A conf
Generating Families of Practical Fast Matrix Multiplication Algorithms.
IPDPS
Jianyu Huang, Leslie Rice, Devin A. Matthews, Robert A. van de Geijn
2017 J jnl
Strassen's Algorithm for Tensor Contraction.
CoRR
Jianyu Huang, Devin A. Matthews, Robert A. van de Geijn
2016 J jnl
BLISlab: A Sandbox for Optimizing GEMM.
CoRR
Jianyu Huang, Robert A. van de Geijn
2016 J jnl
Generating Families of Practical Fast Matrix Multiplication Algorithms.
CoRR
Jianyu Huang, Leslie Rice, Devin A. Matthews, Robert A. van de Geijn
2016 J jnl
Implementing Strassen's Algorithm with BLIS.
CoRR
Jianyu Huang, Tyler M. Smith, Greg M. Henry, Robert A. van de Geijn
2016 A conf
Strassen's algorithm reloaded.
SC
Jianyu Huang, Tyler M. Smith, Greg M. Henry, Robert A. van de Geijn
2015 A conf
Performance optimization for the k-nearest neighbors kernel on x86 architectures.
SC
Chenhan D. Yu, Jianyu Huang, Woody Austin, Bo Xiao, George Biros
2013 — conf
High Performance Super-Resolution Reconstruction of Multiple Images Based on Fast Registration and Edge Enhancement.
IScIDE
Ming Liu, Jianyu Huang, Ming Gao, Shiyin Qin
2011 Misc conf
A Space Target Recognition Method Based on Compressive Sensing.
ICIG
Yuemei Ren, Yanning Zhang, Ying Li, Jianyu Huang, Jianjiang Hui