Mingxuan He

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Gradient Boosting

Machine Learning

Principal Component Analysis

Top Venues

UbiComp/ISWC Adjunct

Proc. ACM Manag. Data

Publications

Qihang Wang, Decheng Zuo, Zhan Zhang, Yanjun Shu, Xin Liu, Mingxuan He
Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model. Proc. ACM Manag. Data 2 (3) (2024)
Mingxuan He, Fangping Liu, Sang Wook Stephen Do
Heterogeneous Hyperthreading. IPDPS (Workshops) (2024)
Mingxuan He, Mithuna Thottethodi, T. N. Vijaykumar
Efficient Sparse Processing-in-Memory Architecture (ESPIM) for Machine Learning Inference. CoRR (2024)
Mingxuan He, Mithuna Thottethodi, T. N. Vijaykumar
Booster: An Accelerator for Gradient Boosting Decision Trees Training and Inference. IPDPS (2022)
Zhuo Cheng, Hongjian Li, Xiaolin Duan, Xiangyan Zeng, Mingxuan He, Hao Luo
Attention cutting and padding learning for fine-grained image recognition. Multim. Tools Appl. 80 (21) (2021)
Mingxuan He, Matthew Gao, Yang Gao, Fernanda M. Eliott
Cascading Failures and the Robustness of Cooperation in a Unified Scale-Free Network Model. COMPLEX NETWORKS (2021)
Mingxuan He, Choungki Song, Ilkon Kim, Chunseok Jeong, Seho Kim, Il Park, Mithuna Thottethodi, T. N. Vijaykumar
Newton: A DRAM-maker's Accelerator-in-Memory (AiM) Architecture for Machine Learning. MICRO (2020)
Guiyang Zhang, Ju Huo, Zhanyu Zhang, Mingxuan He, Jinjie Zhang, Muyao Xue
Novel pose measurement with optimized principal component analysis for unknown spacecraft based on point cloud. ICMIP (2020)
Mingxuan He, T. N. Vijaykumar, Mithuna Thottethodi
Booster: An Accelerator for Gradient Boosting Decision Trees. CoRR (2020)
Shovan Maity, Mingxuan He, Mayukh Nath, Debayan Das, Baibhab Chatterjee, Shreyas Sen
Bio-Physical Modeling, Characterization, and Optimization of Electro-Quasistatic Human Body Communication. IEEE Trans. Biomed. Eng. 66 (6) (2019)
Shuo Li, Yifan Yang, Mingxuan He, Ying Wang, Cheng Yao
TONG: a wearable system to remind people of interpersonal distance. UbiComp/ISWC Adjunct (2019)
Shovan Maity, Mingxuan He, Mayukh Nath, Debayan Das, Baibhab Chatterjee, Shreyas Sen
BioPhysical Modeling, Characterization and Optimization of Electro-Quasistatic Human Body Communication. CoRR (2018)