Fuzheng Zhang

9.3k citations

52 papers · 4.7k indexed · 8 hit papers · h-index 22

Artificial Intelligence top 0.2%
Information Systems top 0.1%
Computer Vision and Pattern Recognition top 1%
Management Science and Operations Research top 1%
Computer Networks and Communications top 5%

Co-authors: Xing Xie Nicholas Jing Yuan Minyi Guo Defu Lian Wei‐Ying Ma Miao Zhao Hongwei Wang Wenjie Li
Topics: Topic Modeling (21 papers)Recommender Systems and Techniques (19 papers)Advanced Graph Neural Networks (11 papers)
Cited by: Information Systems Artificial Intelligence Management Science and Operations Research
Journals: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Transactions on Knowledge and Data Engineering Signal Processing
Partner nations: China United States Hong Kong

In The Last Decade

Fuzheng Zhang

48 papers receiving 4.6k citations

Hit Papers

5 papers align trajectories

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.

Collaborative Knowledge Base Embedding for Recommender Systems

2016 1.0k citations Fuzheng Zhang, Nicholas Jing Yuan et al. profile →
DKN

2018 640 citations Fuzheng Zhang, Xing Xie et al. profile →
DRN

2018 372 citations Fuzheng Zhang, Nicholas Jing Yuan et al. profile →
GraphGAN: Graph Representation Learning With Generative Adversarial Nets

2018 369 citations Fuzheng Zhang, Xing Xie et al. profile →
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

2019 364 citations Fuzheng Zhang, Zhongyuan Wang et al. profile →
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

2019 315 citations Fuzheng Zhang, Xing Xie et al. profile →
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

2021 303 citations Yuanmeng Yan, Rumei Li et al. profile →
Sequential Recommender System based on Hierarchical Attention Networks

2018 236 citations Fuzheng Zhang, Xing Xie et al. profile →

Peers

Countries citing papers authored by Fuzheng Zhang

Since Specialization

Citations

This map shows the geographic impact of Fuzheng 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 Fuzheng Zhang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fuzheng Zhang more than expected).

Fields of papers citing papers by Fuzheng Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Fuzheng 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 Fuzheng Zhang. The network helps show where Fuzheng Zhang may publish in the future.

Co-authorship network of co-authors of Fuzheng Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Fuzheng Zhang. A scholar is included among the top collaborators of Fuzheng 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 Fuzheng Zhang. Fuzheng Zhang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Mavors: Multi-granularity Video Representation for Multimodal Large Language Model 2025 ·(unknown),Jiaheng Liu,Yushuo Guan,(unknown),Yuanxing Zhang,(unknown),Weihong Lin,(unknown),(unknown),(unknown),(unknown),Wentao Zhang,Fuzheng Zhang,Wenjing Yang,(unknown)	1
2	An active contour model based on Kullback–Leibler divergence and morphology for image segmentation with edge leakage 2025 ·Signal Processing ·(unknown),Fuzheng Zhang,Guina Wang,Guirong Weng,Yiyang Chen	0
3	Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding 2025 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiao Wang,(unknown),Zijia Lin,Fuzheng Zhang,(unknown),Liqiang Nie	1
4	Anisotropic edge-enhanced active contour model with Gaussian difference for robust multi-category image segmentation 2025 ·The Visual Computer ·Fuzheng Zhang,(unknown),Guina Wang,Guirong Weng,Yiyang Chen	0
5	An Active Contour Model Based on Fuzzy Superpixel Centers and Nonlinear Diffusion Filter for Instance Segmentation 2025 ·IEEE Transactions on Instrumentation and Measurement ·Yiyang Chen,Fuzheng Zhang,Guina Wang,Guirong Weng,Daniele Fontanelli	2
6	A LabVIEW-Based Generalized Experimental Test Platform for Precision Machining Control Algorithms 2024 ·Processes ·(unknown),Liang Cao,Yiming Wang,Fuzheng Zhang,Yixin Shi,Guina Wang,(unknown),Yiyang Chen	0
7	DialogBench: Evaluating LLMs as Human-like Dialogue Systems 2024 ·(unknown),(unknown),Che Liu,(unknown),Fuzheng Zhang,(unknown),Kun Gai	2
8	Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models 2024 ·(unknown),(unknown),Kun Zhou,(unknown),Ruihua Song,(unknown),Fuzheng Zhang,Di Zhang,Kun Gai	1
9	Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint 2024 ·Zhipeng Chen,Kun Zhou,Xin Zhao,Junchen Wan,Fuzheng Zhang,(unknown),Ji-Rong Wen	2
10	An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation 2023 ·IEEE Transactions on Instrumentation and Measurement ·Guina Wang,Fuzheng Zhang,Yiyang Chen,Guirong Weng,Hongtian Chen	29
11	Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation 2022 ·IEEE Transactions on Knowledge and Data Engineering ·Zihao Zhao,Jiawei Chen,Sheng Zhou,Xiangnan He,Xuezhi Cao,Fuzheng Zhang,Wei Wu	52
12	ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transferbreakdown → 2021 ·Yuanmeng Yan,Rumei Li,Sirui Wang,Fuzheng Zhang,Wei Wu,Weiran Xu	303
13	Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models 2021 ·Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ·Kun Zhou,Wayne Xin Zhao,Sirui Wang,Fuzheng Zhang,Wei Wu,Ji-Rong Wen	4
14	ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction 2021 ·(unknown),Lei Ren,(unknown),(unknown),Jingang Wang,Fuzheng Zhang,Wei Wu	43
15	Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism 2021 ·Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ·(unknown),(unknown),(unknown),Fuzheng Zhang,Beihong Jin,Shi Wang	2
16	Table Fact Verification with Structure-Aware Transformer 2020 ·Hongzhi Zhang,Yingyao Wang,Sirui Wang,Xuezhi Cao,Fuzheng Zhang,Zhongyuan Wang	31
17	Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension 2020 ·(unknown),Kun Zhou,Sirui Wang,Fuzheng Zhang,Zhongyuan Wang,Junfei Liu	6
18	Scalable Content-Aware Collaborative Filtering for Location Recommendation 2018 ·IEEE Transactions on Knowledge and Data Engineering ·Defu Lian,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie,Tao Zhou,Yong Rui	61
19	Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation 2016 ·Defu Lian,Zhenyu Zhang,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie	17
20	Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data 2015 ·Defu Lian,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie,Tao Zhou,Rui Yong	64

About Fuzheng Zhang

Fuzheng Zhang is a scholar working on Computational Mathematics, Transportation and Information Systems, having authored 52 papers that have together received 4.7k indexed citations. Recurring topics across this work include Topic Modeling (21 papers), Recommender Systems and Techniques (19 papers) and Advanced Graph Neural Networks (11 papers). The work is most often cited by research in Information Systems (3.0k citations), Artificial Intelligence (3.6k citations) and Management Science and Operations Research (568 citations). Fuzheng Zhang has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Xing Xie, Nicholas Jing Yuan, Minyi Guo, Defu Lian, Wei‐Ying Ma, Miao Zhao, Hongwei Wang, Hongwei Wang, Wenjie Li and Zhongyuan Wang. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Knowledge and Data Engineering and Signal Processing.

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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