Daokun Zhang

988 total citations · 1 hit paper
18 papers, 517 citations indexed

About

Daokun Zhang is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics and Molecular Biology. According to data from OpenAlex, Daokun Zhang has authored 18 papers receiving a total of 517 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 7 papers in Statistical and Nonlinear Physics and 4 papers in Molecular Biology. Recurrent topics in Daokun Zhang's work include Advanced Graph Neural Networks (9 papers), Complex Network Analysis Techniques (7 papers) and Topic Modeling (3 papers). Daokun Zhang is often cited by papers focused on Advanced Graph Neural Networks (9 papers), Complex Network Analysis Techniques (7 papers) and Topic Modeling (3 papers). Daokun Zhang collaborates with scholars based in Australia, United States and China. Daokun Zhang's co-authors include Jie Yin, Chengqi Zhang, Xingquan Zhu, Weiming Huang, Lizhen Cui, Shirui Pan, Yu Zheng, Yixin Liu, Hongxu Chen and Hao Peng and has published in prestigious journals such as Expert Systems with Applications, British Journal of Pharmacology and Journal of Chemical Theory and Computation.

In The Last Decade

Daokun Zhang

18 papers receiving 508 citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Towards Unsupervised Deep Graph Structure Learning

2022 125 citations Yixin Liu, Yu Zheng et al. Proceedings of the ACM Web Conference 2022 profile →

Peers

Countries citing papers authored by Daokun Zhang

Since Specialization

Citations

This map shows the geographic impact of Daokun Zhang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daokun Zhang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daokun Zhang more than expected).

Fields of papers citing papers by Daokun Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Daokun Zhang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daokun Zhang. The network helps show where Daokun Zhang may publish in the future.

Co-authorship network of co-authors of Daokun Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Daokun Zhang. A scholar is included among the top collaborators of Daokun Zhang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Daokun Zhang. Daokun Zhang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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18 of 18 papers shown

#	Work	Indexed citations
1	CFFormer: Cross CNN-Transformer channel attention and spatial feature fusion for improved segmentation of heterogeneous medical images 2025 ·Expert Systems with Applications ·(unknown), Qing Xu, Xiangjian He, (unknown), Daokun Zhang, Ruili Wang, Rong Qu, Guoping Qiu	3
2	Combating confirmation bias: a unified pseudo-labeling framework for entity alignment 2025 ·Data Mining and Knowledge Discovery ·(unknown), Jie Yin, Daokun Zhang, Junbin Gao	1
3	Towards complex dynamic physics system simulation with graph neural ordinary equations 2024 ·Neural Networks ·(unknown), Daokun Zhang, Ming Jin, Shirui Pan, Philip S. Yu	8
4	Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation 2024 ·Journal of Chemical Theory and Computation ·(unknown), Daokun Zhang, Mario Boley, David K. Chalmers	3
5	Tuning the mechanical anisotropy of biphenylene by boron and nitrogen doping 2023 ·Computational Materials Science ·(unknown), Ke Wang, Yue Yu, Daokun Zhang, Gang Zhang, Yuan Cheng	11
6	The application of artificial intelligence to accelerate G protein‐coupled receptor drug discovery 2023 ·British Journal of Pharmacology ·Thi Nguyen, Diep Thi Ngoc Nguyen, Huan Yee Koh, (unknown), (unknown), Andrew Wei Xu, Daokun Zhang, Geoffrey I. Webb, Lauren T. May, Michelle L. Halls	20
7	Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images 2023 ·Computer Methods and Programs in Biomedicine ·Zhikang Wang, (unknown), (unknown), (unknown), Yiwen Zhang, Daokun Zhang, Píetro Lió, Chris Bain, Richard Bassed, Shanshan Li, Yuming Guo, Seiya Imoto, Jianhua Yao, Roger J. Daly, Jiangning Song	13
8	Spectral Dual-Channel Encoding for Image Dehazing 2023 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown), Daokun Zhang, Zhikang Wang, Siyuan Feng, Peibo Duan	12
9	Learning urban region representations with POIs and hierarchical graph infomax 2023 ·ISPRS Journal of Photogrammetry and Remote Sensing ·Weiming Huang, Daokun Zhang, Gengchen Mai, Xu Guo, Lizhen Cui	46
10	Towards Unsupervised Deep Graph Structure Learning breakdown → 2022 ·Proceedings of the ACM Web Conference 2022 ·Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan	125
11	Link Prediction With Contextualized Self-Supervision 2022 ·IEEE Transactions on Knowledge and Data Engineering ·Daokun Zhang, Jie Yin, Philip S. Yu	6
12	Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment 2022 ·(unknown), Daokun Zhang, (unknown)	4
13	Estimating urban functional distributions with semantics preserved POI embedding 2022 ·International Journal of Geographical Information Systems ·Weiming Huang, Lizhen Cui, Meng Chen, Daokun Zhang, Yao Yao	68
14	Attributed network embedding via subspace discovery 2019 ·Data Mining and Knowledge Discovery ·Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang	31
15	SINE: Scalable Incomplete Network Embedding 2018 ·Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang	14
16	User Profile Preserving Social Network Embedding 2017 ·Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang	59
17	Homophily, Structure, and Content Augmented Network Representation Learning 2016 ·Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang	72
18	Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks 2016 ·Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang	21

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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