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Wendong XU (徐文栋)Ph.D. Student
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Algorithm & Architecture & AI
Biography
I am a first-year Ph.D. Student at the Department of Electrical and Electronic Engineering, the University of Hong Kong (HKU), supervised by Prof. Ngai WONG and Prof. Bei YU. I received M.S. in Computing Technology from ICT.CAS and B.S. in Computer Science and Technology from BISTU.
My research interests include HPC especially in parallel computing and deep learning compiler. I am also interested in distributed systems and applied artificial intelligence.
Before starting my PhD student career, I was a senior software engineer at Baidu. I was dedicated to the design and development of sharding management system and succinct data structure. I used to work on computer vision during my masters.
Recent News
Looking forward to any good news.
Contect
Email: kirai.wendong [at] gmail.com
Research Interest
Deep Learning Compiler
Machine Learning System
Publication
[J1] Liu H*, Xu W D*, Shang Z H, et al. “Breast Cancer Molecular Subtype Prediction on Pathological Images withDiscriminative Patch Selection and Multi-Instance Learning”, Frontiers in Oncology [IF 5.738], 2022
[C2] Xu W, Liu H, Wang X, et al. “CoUNet: An End-to-End Colonoscopy Lesion Image Segmentation andClassification Framework”, International Conference on Video and Image Processing (ICVIP), 2020
[C1] Xu W, Liu H, Wang X, et al. “Liver segmentation in CT based on ResUNet with 3D probabilistic andgeometricpost process”, International Conference on Signal and Image Processing (ICSIP), 2019
[P3] Xu W, Wang N. “Performance benchmarking methods, devices, equipment and storage media for index data structures”, CN116204441A, 2023
[P2] Xu W. “Distributed job executing method, device, equipment and storage media”, CN116069497A, 2022
[P1] Xu W, Liang J, et al. “Numerical storage method, Numerical query method, equipment”, CN114817651B, 2022
Education
Ph.D. Student, Department of Electrical and Electronic Engineering, The University of Hong Kong (HKU)
M.Eng., Institute of Computing Technology(ICT), University of Chinese Academy of Sciences (UCAS)
B.Eng., School of Computer, Beijing Information Science and Technology University (BISTU)
Experiences
Baidu Beijing, China
Senior Software Engineer, Core Search Architecture
Bytedance Beijing, China
Architect Intern, Xiaohe
Megvii Beijing, China
Research Intern, Base Model
Google Beijing, China
Software Engineer Intern in ML, Mobile-first Indexing
Tsinghua University Beijing, China
Visiting Student, Knowledge Engineering Group(KEG)
Selected Awards
| Full Postgraduate Studentship, | The University of Hong Kong |
| Postgraduate Studentship, | University of Chinese Academy of Sciences |
| Bronze Medals, | ACM/ICPC Xi'An, Beijing Regional |