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Quanming Yao
Associate Professor, Department of Electronic Engineering, Tsinghua University
Joined
November 2016
Names
Quanming Yao
(Preferred)
,
quanming yao
Emails
****@gmail.com
(Confirmed)
,
****@connect.ust.hk
(Confirmed)
,
****@4paradigm.com
(Confirmed)
,
****@tsinghua.edu.cn
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Semantic Scholar
Career & Education History
Associate Professor
Department of Electronic Engineering,
Tsinghua University
(tsinghua.edu.cn)
2025
–
Present
Assistant Professor
Tsinghua University,
Department of Electronic Engineering
(tsinghua.edu.cn)
2021
–
2025
Senior Scientist
4Paradigm Inc.
(4paradigm.com)
2018
–
2021
PhD student
The Hong Kong University of Science and Technology
(ust.hk)
2013
–
2018
Undergrad student
The School of Electrical and Electronic Engineering,
Huazhong University of Science and Technology, Tsinghua University
(hust.edu.cn)
2009
–
2013
Advisors, Relations & Conflicts
PhD Advisee
Shiguang Wu
2023
–
Present
PhD Advisee
Haiquan Qiu
2022
–
Present
PhD Advisee
Zhenqian Shen
2022
–
Present
Coauthor
Yong Li
2019
–
Present
Coauthor
Yongqi Zhang
2018
–
Present
Coauthor
Yaqing Wang
2018
–
Present
Coauthor
Qiang Yang
2018
–
Present
Coauthor
Bo Han
2017
–
Present
Coauthor
Huan Zhao
2016
–
Present
PhD Advisor
James Kwok
2013
–
2018
Expertise
few-shot learning
2020
–
Present
neural architecture search
2019
–
Present
knowledge graph learning
2019
–
Present
graph neural network
2019
–
Present
automated machine learning
2018
–
Present
low-rank
2013
–
2022
network compression
2015
–
2018
Publications
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020
Zhen Xu
,
Lanning Wei
,
Huan Zhao
,
Zhitao Ying
,
quanming yao
,
Wei-Wei Tu
,
Isabelle M Guyon
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Neural Architecture Search for GNN-based Graph Classification
Huan Zhao
,
Lanning Wei
,
Zhiqiang He
,
quanming yao
03 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification
Lanning Wei
,
Zhiqiang He
,
Huan Zhao
,
quanming yao
03 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Searching a High Performance Feature Extractor for Text Recognition Network
Hui Zhang
,
Quanming Yao
,
James T. Kwok
,
Xiang Bai
Published: 01 Jan 2023, Last Modified: 23 Sept 2023
IEEE Trans. Pattern Anal. Mach. Intell. 2023
Readers:
Everyone
LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization
Huiming Chen
,
Huandong Wang
,
Quanming Yao
,
Yong Li
,
Depeng Jin
,
Qiang Yang
Published: 01 Jan 2023, Last Modified: 04 Oct 2023
ACM Trans. Knowl. Discov. Data 2023
Readers:
Everyone
Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis
Yunbo Tang
,
Dan Chen
,
Yiping Zuo
,
Xiaoqiang Lu
,
Rajiv Ranjan
,
Albert Y. Zomaya
,
Quanming Yao
,
Xiaoli Li
Published: 01 Jan 2023, Last Modified: 04 Oct 2023
IEEE Trans. Knowl. Data Eng. 2023
Readers:
Everyone
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification
Lanning Wei
,
Zhiqiang He
,
Huan Zhao
,
Quanming Yao
2023 (modified: 21 Apr 2023)
CoRR 2023
Readers:
Everyone
Logical Expressiveness of Graph Neural Network for Knowledge Graph Reasoning
Haiquan Qiu
,
Yongqi Zhang
,
Yong Li
,
Quanming Yao
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
ColdNAS: Search to Modulate for User Cold-Start Recommendation
Shiguang Wu
,
Yaqing Wang
,
Qinghe Jing
,
Daxiang Dong
,
Dejing Dou
,
Quanming Yao
Published: 01 Jan 2023, Last Modified: 12 May 2023
WWW 2023
Readers:
Everyone
Bilinear Scoring Function Search for Knowledge Graph Learning
Yongqi Zhang
,
Quanming Yao
,
James T. Kwok
Published: 01 Jan 2023, Last Modified: 23 Sept 2023
IEEE Trans. Pattern Anal. Mach. Intell. 2023
Readers:
Everyone
View all 160 publications
Co-Authors
Adrien Pavão
Albert Y. Zomaya
Ben Carterette
Bo Han
Chao Li
Chao Zhang
Chen Gao
Chenyu Zhou
Cho-Jui Hsieh
Dan Chen
Daxiang Dong
Dejing Dou
Depeng Jin
Deyu Meng
Dik Lun Lee
Duanquan Xu
En-Liang Hu
Fengli Xu
Funing Sun
Gang Niu
Haiquan Qiu
Hansi Yang
Hao Zhou
Haotong Du
Hongyan Zhang
View all 139 co-authors