Wentao Zhang (张文涛)

Wentao Zhang (张文涛)

Peking University

H-index: 16

Asia-China

About Wentao Zhang (张文涛)

Wentao Zhang (张文涛), With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at Peking University, specializes in the field of Data-centric AI, Data Management, Graph ML, AutoML, ML System.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving diffusion-based image synthesis with context prediction

Graph condensation: A survey

LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning

Distributed graph neural network training: A survey

FedGTA: Topology-aware Averaging for Federated Graph Learning

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Accelerating scalable graph neural network inference with node-adaptive propagation

Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization

Wentao Zhang (张文涛) Information

University

Position

___

Citations(all)

1828

Citations(since 2020)

1822

Cited By

14

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

23

i10Index(since 2020)

23

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Wentao Zhang (张文涛) Skills & Research Interests

Data-centric AI

Data Management

Graph ML

AutoML

ML System

Top articles of Wentao Zhang (张文涛)

Title

Journal

Author(s)

Publication Date

Improving diffusion-based image synthesis with context prediction

Advances in Neural Information Processing Systems

Ling Yang

Jingwei Liu

Shenda Hong

Zhilong Zhang

Zhilin Huang

...

2024/2/13

Graph condensation: A survey

Xinyi Gao

Junliang Yu

Wei Jiang

Tong Chen

Wentao Zhang

...

2024/1/22

LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning

arXiv preprint arXiv:2401.11772

Xunkai Li

Meihao Liao

Zhengyu Wu

Daohan Su

Wentao Zhang

...

2024/1/22

Distributed graph neural network training: A survey

Yingxia Shao

Hongzheng Li

Xizhi Gu

Hongbo Yin

Yawen Li

...

2024/4/10

FedGTA: Topology-aware Averaging for Federated Graph Learning

arXiv preprint arXiv:2401.11755

Xunkai Li

Zhengyu Wu

Wentao Zhang

Yinlin Zhu

Rong-Hua Li

...

2024/1/22

Retrieval-Augmented Generation for AI-Generated Content: A Survey

arXiv preprint arXiv:2402.19473

Penghao Zhao

Hailin Zhang

Qinhan Yu

Zhengren Wang

Yunteng Geng

...

2024/2/29

Accelerating scalable graph neural network inference with node-adaptive propagation

arXiv preprint arXiv:2310.10998

Xinyi Gao

Wentao Zhang

Junliang Yu

Yingxia Shao

Quoc Viet Hung Nguyen

...

2023/10/17

Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization

Proceedings of the ACM on Management of Data

Yexin Wang

Zhi Yang

Junqi Liu

Wentao Zhang

Bin Cui

2023/6/20

Transfer learning for Bayesian optimization: A survey

Tianyi Bai

Yang Li

Yu Shen

Xinyi Zhang

Wentao Zhang

...

2023/2/12

Towards General and Efficient Online Tuning for Spark

arXiv preprint arXiv:2309.01901

Yang Li

Huaijun Jiang

Yu Shen

Yide Fang

Xiaofeng Yang

...

2023/9/5

Openbox: A Python toolkit for generalized black-box optimization

arXiv preprint arXiv:2304.13339

Huaijun Jiang

Yu Shen

Yang Li

Beicheng Xu

Sixian Du

...

2023/4/26

Rover: An online Spark SQL tuning service via generalized transfer learning

Yu Shen

Xinyuyang Ren

Yupeng Lu

Huaijun Jiang

Huanyong Xu

...

2023/8/6

GPT4Rec: A generative framework for personalized recommendation and user interests interpretation

arXiv preprint arXiv:2304.03879

Jinming Li

Wentao Zhang

Tian Wang

Guanglei Xiong

Alan Lu

...

2023/4/8

Vqgraph: Graph vector-quantization for bridging gnns and mlps

arXiv preprint arXiv:2308.02117

Ling Yang

Ye Tian

Minkai Xu

Zhongyi Liu

Shenda Hong

...

2023/8/4

Fairness-aware Maximal Biclique Enumeration on Bipartite Graphs

Ziqi Yin

Qi Zhang

Wentao Zhang

Rong-Hua Li

Guoren Wang

2023/4/3

Graph condensation for inductive node representation learning

arXiv preprint arXiv:2307.15967

Xinyi Gao

Tong Chen

Yilong Zang

Wentao Zhang

Quoc Viet Hung Nguyen

...

2023/7/29

Semantic-aware node synthesis for imbalanced heterogeneous information networks

Xinyi Gao

Wentao Zhang

Tong Chen

Junliang Yu

Hung Quoc Viet Nguyen

...

2023/10/21

VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition

Proceedings of the VLDB Endowment

Yang Li

Yu Shen

Wentao Zhang

Jiawei Jiang

Bolin Ding

...

2021/7/19

Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization

IEEE Transactions on Knowledge and Data Engineering

Ling Yang

Jiayi Zheng

Heyuan Wang

Zhongyi Liu

Zhilin Huang

...

2023/6/29

Efficient End-to-End AutoML via Scalable Search Space Decomposition

arXiv preprint arXiv:2206.09423

Yang Li

Yu Shen

Wentao Zhang

Ce Zhang

Bin Cui

2022/6/19

See List of Professors in Wentao Zhang (张文涛) University(Peking University)

Co-Authors

H-index: 157
Ming-Hsuan Yang

Ming-Hsuan Yang

University of California, Merced

H-index: 147
Jure Leskovec

Jure Leskovec

Stanford University

H-index: 68
Bo Li

Bo Li

University of Illinois at Urbana-Champaign

H-index: 56
Bin CUI

Bin CUI

Peking University

H-index: 52
Ji Liu

Ji Liu

University of Rochester

H-index: 26
Yingxia Shao

Yingxia Shao

Beijing University of Posts and Telecommunications

academic-engine