Wentao Huang

My name is Wentao Huang (Chinese: 黄文韬). I am a PhD candidate in School of Computing, National University of Singapore, with the supervision of Professor Kian-Lee Tan. Currently, I mainly work on developing database systems on modern/emerging hardware. I am also interested in other research areas, e.g., computer architecture, high-performance computing, and operating systems.

[Google Scholar] [GitHub] [Twitter] [Mastodon] [CV]

Ph.D. in Computer Science

Aug. 2020 - Present, National University of Singapore

M.S. in Computer Science

Sep. 2017 - Jun. 2020, Renmin University of China

B.S. in Electronic Engineering

Sep. 2013 - Jun. 2017, Shandong University

Research Engineer

Jul. 2018 - Feb. 2019, Advanced Digital Sciences Center, Singapore

Yunhong Ji, Wentao Huang, Xuan Zhou. HeterMM: applying in-DRAM index to heterogeneous memory-based key-value stores. Frontiers of Computer Science (FCS), 18(4): 184612, 2024.
[Paper]

Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan. TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures. 27th International Conference on Extending Database Technology (EDBT), 2024.
[Paper] [Code] [Slides]

Wentao Huang, Yunhong Ji, Xuan Zhou, Bingsheng He, Kian-Lee Tan. A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory. 49th International Conference on Very Large Data Bases (VLDB), 2023.
[Paper] [Technical Report] [Code] [Slides] [Video]

Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang. BiANE: Bipartite Attributed Network Embedding. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020.
[Paper] [Supplementary] [Code] [Slides] [Video] [中文概述]

Research Session Acting Chair

EDBT'24.

Invited Reviewer

ISCAS'24.

Artifact Evaluation Committee

SOSP'23, OSDI'23, USENIX ATC'23, EuroSys'23.

Apache SINGA

Apache SINGA is an Apache top-level project for developing an open source machine learning library. It provides a flexible architecture for scalable distributed training, is extensible to run over a wide range of hardware, and has a focus on health-care applications.

CS3223: Database Systems Implementation

Teaching Assistant, National University of Singapore, Spring 2021 - Spring 2022

Linear Algebra

Teaching Assistant, Renmin University of China, Spring 2019

Introduction to Computer Science

Teaching Assistant, Renmin University of China, Spring 2018

• Email: huangwentaochina@gmail.com
• Address: COM1-01-08, 13 Computing Drive, Singapore, 117417