Jiantong Jiang

I am currently a PhD candidate at Department of Computer Science and Software Engineering, The University of Western Australia (UWA), advised by Prof Ajmal Mian, A/Prof Zeyi Wen and Dr Atif Mansoor. Prior to that, I was a Research Assistant at RC4ML group at Zhejiang University, advised by A/Prof Zeke Wang. I received my M.S. degree at Computer Science from Northeastern University (China), advised by Prof Qingxu Deng and A/Prof Xue Liu.

Research: My research focuses on building high-performance machine learning systems. I am also interested in automated machine learning (AutoML). [List of publications]

news

Jun 4, 2024	Our paper Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks was accepted to TPDS.
May 1, 2024	Our paper Fast Inference for Probabilistic Graphical Models was accepted to USENIX ATC’24.
Feb 27, 2024	Our paper Efficient Hyperparameter Optimization with Adaptive Fidelity Identification was accepted to CVPR’24.
Oct 20, 2023	Our paper Parallel and Distributed Bayesian Network Structure Learning was accepted to TPDS. Congratulations to Jian for leading this work!
May 15, 2023	Our paper Staleness-reduction Mini-batch K-means was accepted to TNNLS. Congratulations to Xueying for leading this exciting research!
Nov 7, 2022	Our paper Fast Parallel Exact Inference on Bayesian Networks was accepted to PPoPP’23.
Sep 9, 2022	I presented on CSSE Research Conference 2022 (held by CSSE, UWA) and won the Best Paper Award.
Apr 28, 2022	I arrived at Perth! [Video of UWA Campus]
Jan 23, 2022	Our paper Fast Parallel Bayesian Network Structure Learning was accepted to IPDPS’22.
Jul 7, 2021	Our paper Parallel and Distributed Structured SVM Training was accepted to TPDS.
May 31, 2021	I officially started my PhD study at The University of Western Australia.
Nov 22, 2019	Our paper Boyi: A systematic framework for automatically deciding the right execution model of OpenCL applications on FPGAs was accepted to FPGA’20.