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
| Feb 27, 2024 | Our paper Efficient Hyperparameter Optimization with Adaptive Fidelity Identification was accepted to CVPR’24. |
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| 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. |