Fuzheng Zhang

9.3k citations

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

Information Systems top 0.1%
- Recommender Systems and Techniques 19
Artificial Intelligence top 0.2%
- Topic Modeling 21
- Advanced Graph Neural Networks 11
- Natural Language Processing Techniques 11
Management Science and Operations Research top 1%
Computer Vision and Pattern Recognition top 1%
- Medical Image Segmentation Techniques 4
Transportation top 2%
- Human Mobility and Location-Based Analysis 10
Sociology and Political Science
- Digital Marketing and Social Media 4
Signal Processing
- Data Management and Algorithms 4

Co-authors: Xing Xie Nicholas Jing Yuan Minyi Guo Defu Lian Wei‐Ying Ma Miao Zhao Hongwei Wang Wenjie Li
Cited by: Information Systems Artificial Intelligence Management Science and Operations Research
Journals: IEEE Transactions on Knowledge and Data Engineering (3 papers)IEEE Transactions on Instrumentation and Measurement (2 papers)The Visual Computer (1 paper)
Partner nations: China United States Hong Kong

In The Last Decade

Fuzheng Zhang

48 papers receiving 4.6k citations

Hit Papers

8 papers align trajectories log scale

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.

2021 ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
2019 Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
2019 PolyU Institutional Research Archive (Hong Kong Polytechnic University)
2018 DKN
2018 Proceedings of the AAAI Conference on Artificial Intelligence
2018 DRN
2018 Sequential Recommender System based on Hierarchical Attention Networks
2016 Collaborative Knowledge Base Embedding for Recommender Systems

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

The 25 scholars most cited alongside Fuzheng Zhang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Fuzheng Zhang Line = papers co-authored together Fuzheng Zhang links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Laurence Weinberg,Jiaheng Liu,Yushuo Guan,Zoe Pouliot,Yuanxing Zhang,E. Amorena,Weihong Lin,G. Brouwers,サンチョルシン,Okamura Haruki,熊岡宣明,Wentao Zhang,Fuzheng Zhang,Wenjing Yang,Vladimir Nešković	2025	1
2	An active contour model based on Kullback–Leibler divergence and morphology for image segmentation with edge leakage Signal Processing ·孫紅霞,Fuzheng Zhang,Guina Wang,Guirong Weng,Yiyang Chen	2025	0
3	Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiao Wang,Jascha Hoffman,Zijia Lin,Fuzheng Zhang,Kai Nham,Liqiang Nie	2025	1
4	Anisotropic edge-enhanced active contour model with Gaussian difference for robust multi-category image segmentation The Visual Computer ·Fuzheng Zhang,佐藤恭介,Guina Wang,Guirong Weng,Yiyang Chen	2025	0
5	An Active Contour Model Based on Fuzzy Superpixel Centers and Nonlinear Diffusion Filter for Instance Segmentation IEEE Transactions on Instrumentation and Measurement ·Yiyang Chen,Fuzheng Zhang,Guina Wang,Guirong Weng,Daniele Fontanelli	2025	2
6	A LabVIEW-Based Generalized Experimental Test Platform for Precision Machining Control Algorithms Processes ·Nahil Al Harbi,Liang Cao,Yiming Wang,Fuzheng Zhang,Yixin Shi,Guina Wang,Alexander Taraday,Yiyang Chen	2024	0
7	DialogBench: Evaluating LLMs as Human-like Dialogue Systems D. M. Coral,Xing Huang,Che Liu,A. Khalily,Fuzheng Zhang,Guanghui Yu,Kun Gai	2024	2
8	Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models P. Dubón,Desi Nurul Komala Sari,Kun Zhou,محمد بکر محمد أحمد جلهوم,Ruihua Song,権藤桂子,Fuzheng Zhang,Di Zhang,Kun Gai	2024	1
9	Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint Zhipeng Chen,Kun Zhou,Xin Zhao,Junchen Wan,Fuzheng Zhang,美子宮崎,Ji-Rong Wen	2024	2
10	An Active Contour Model Based on Local Pre-Piecewise Fitting Bias Corrections for Fast and Accurate Segmentation IEEE Transactions on Instrumentation and Measurement ·Guina Wang,Fuzheng Zhang,Yiyang Chen,Guirong Weng,Hongtian Chen	2023	29
11	Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation IEEE Transactions on Knowledge and Data Engineering ·Zihao Zhao,Jiawei Chen,Sheng Zhou,Xiangnan He,Xuezhi Cao,Fuzheng Zhang,Wei Wu	2022	52
12	ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transferbreakdown → Yuanmeng Yan,Rumei Li,Sirui Wang,Fuzheng Zhang,Wei Wu,Weiran Xu	2021	303
13	Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models 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	2021	4
14	ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction Wanida Intharacha,Lei Ren,Rafał Bartłomowicz,Нирмала Шарма,Jingang Wang,Fuzheng Zhang,Wei Wu	2021	43
15	Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ·Xiaowu Huang,马正住 Ma Zhengzhu,D. Jonas,Fuzheng Zhang,Beihong Jin,Shi Wang	2021	2
16	Table Fact Verification with Structure-Aware Transformer Hongzhi Zhang,Yingyao Wang,Sirui Wang,Xuezhi Cao,Fuzheng Zhang,Zhongyuan Wang	2020	31
17	Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension T. Pastor-Navarro,Kun Zhou,Sirui Wang,Fuzheng Zhang,Zhongyuan Wang,Junfei Liu	2020	6
18	Scalable Content-Aware Collaborative Filtering for Location Recommendation IEEE Transactions on Knowledge and Data Engineering ·Defu Lian,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie,Tao Zhou,Yong Rui	2018	61
19	Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation Defu Lian,Zhenyu Zhang,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie	2016	17
20	Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data Defu Lian,Yong Ge,Fuzheng Zhang,Nicholas Jing Yuan,Xing Xie,Tao Zhou,Rui Yong	2015	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), Advanced Graph Neural Networks (11 papers), Natural Language Processing Techniques (11 papers), Human Mobility and Location-Based Analysis (10 papers), Medical Image Segmentation Techniques (4 papers), Digital Marketing and Social Media (4 papers) and Data Management and Algorithms (4 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 Knowledge and Data Engineering, IEEE Transactions on Instrumentation and Measurement, The Visual Computer, ACM Transactions on Information Systems and IEEE Transactions on Pattern Analysis and Machine Intelligence.

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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