Wenwu Zhu

Wenwu Zhu

Tsinghua University

H-index: 90

Asia-China

About Wenwu Zhu

Wenwu Zhu, With an exceptional h-index of 90 and a recent h-index of 59 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Multimedia Communicationsand Processing, Network Representation Learning.

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

Decoding cell identity with multi-scale explainable deep learning

Unsupervised graph neural architecture search with disentangled self-supervision

DisenDreamer: Subject-Driven Text-to-Image Generation with Sample-aware Disentangled Tuning

Multi-task graph neural architecture search with task-aware collaboration and curriculum

Design of non-smooth consensus protocol for multi-agent systems under DoS attacks

TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models

From mechanism to application: Decrypting light‐regulated denitrifying microbiome through geometric deep learning

Spectral invariant learning for dynamic graphs under distribution shifts

Wenwu Zhu Information

University

Position

Department of Computer Science

Citations(all)

34811

Citations(since 2020)

18840

Cited By

21997

hIndex(all)

90

hIndex(since 2020)

59

i10Index(all)

375

i10Index(since 2020)

218

Email

University Profile Page

Tsinghua University

Google Scholar

View Google Scholar Profile

Wenwu Zhu Skills & Research Interests

Multimedia Communicationsand Processing

Network Representation Learning

Top articles of Wenwu Zhu

Title

Journal

Author(s)

Publication Date

Decoding cell identity with multi-scale explainable deep learning

bioRxiv

Jun Zhu

Zeyang Zhang

Yujia Xiang

Beini Xie

Xinwen Dong

...

2024

Unsupervised graph neural architecture search with disentangled self-supervision

Advances in Neural Information Processing Systems

Zeyang Zhang

Xin Wang

Ziwei Zhang

Guangyao Shen

Shiqi Shen

...

2024/2/13

DisenDreamer: Subject-Driven Text-to-Image Generation with Sample-aware Disentangled Tuning

IEEE Transactions on Circuits and Systems for Video Technology

Hong Chen

Yipeng Zhang

Xin Wang

Xuguang Duan

Yuwei Zhou

...

2024/2/26

Multi-task graph neural architecture search with task-aware collaboration and curriculum

Advances in neural information processing systems

Yijian Qin

Xin Wang

Ziwei Zhang

Hong Chen

Wenwu Zhu

2024/2/13

Design of non-smooth consensus protocol for multi-agent systems under DoS attacks

Applied Mathematics and Computation

Shenshen Li

Haibo Du

Weile Chen

Wenwu Zhu

2024/2/15

TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models

arXiv preprint arXiv:2404.09532

Haojun Sun

Chen Tang

Zhi Wang

Yuan Meng

Xinzhu Ma

...

2024/4/15

From mechanism to application: Decrypting light‐regulated denitrifying microbiome through geometric deep learning

iMeta

Yang Liao

Jing Zhao

Jiyong Bian

Ziwei Zhang

Siqi Xu

...

2024/2

Spectral invariant learning for dynamic graphs under distribution shifts

Advances in Neural Information Processing Systems

Zeyang Zhang

Xin Wang

Ziwei Zhang

Zhou Qin

Weigao Wen

...

2024/2/13

Multimodal Graph Neural Architecture Search under Distribution Shifts

Proceedings of the AAAI Conference on Artificial Intelligence

Jie Cai

Xin Wang

Haoyang Li

Ziwei Zhang

Wenwu Zhu

2024/3/24

Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series

arXiv preprint arXiv:2401.07249

Zhihao Yu

Xu Chu

Liantao Ma

Yasha Wang

Wenwu Zhu

2024/1/14

Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications

Advances in Neural Information Processing Systems

Xinyu Ma

Xu Chu

Yasha Wang

Yang Lin

Junfeng Zhao

...

2024/2/13

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts

Yang Yao

Xin Wang

Yijian Qin

Ziwei Zhang

Wenwu Zhu

...

2024

Retraining-free Model Quantization via One-Shot Weight-Coupling Learning

arXiv preprint arXiv:2401.01543

Chen Tang

Yuan Meng

Jiacheng Jiang

Shuzhao Xie

Rongwei Lu

...

2024/1/3

Joint Data-Task Generation for Auxiliary Learning

Advances in Neural Information Processing Systems

Hong Chen

Xin Wang

Yuwei Zhou

Yijian Qin

Chaoyu Guan

...

2024/2/13

Exploring the Potential of Large Language Models in Graph Generation

Aysa Xuemo Fan

Ranran Haoran Zhang

Luc Paquette

Rui Zhang

2023/12/6

Lightweight Graph Neural Network Search with Graph Sparsification

Beini Xie

Heng Chang

Ziwei Zhang

Zeyang Zhang

Simin Wu

...

2023/10/13

Dynamic Edge Caching via Online Meta-RL

Yinan Mao

Shiji Zhou

Haochen Liu

Zhi Wang

Wenwu Zhu

2023/6/18

Causal Discovery in Temporal Domain from Interventional Data

Peiwen Li

Yuan Meng

Xin Wang

Fang Shen

Yue Li

...

2023/10/21

Curriculum co-disentangled representation learning across multiple environments for social recommendation

Xin Wang

Zirui Pan

Yuwei Zhou

Hong Chen

Chendi Ge

...

2023/7/3

TIVA-KG: A multimodal knowledge graph with text, image, video and audio

Xin Wang

Benyuan Meng

Hong Chen

Yuan Meng

Ke Lv

...

2023/10/26

See List of Professors in Wenwu Zhu University(Tsinghua University)