Zi Huang

13.5k citations

239 papers · 8.9k indexed · 5 hit papers · h-index 51

Impact in

Computer Vision and Pattern Recognition top 0.1%
- Advanced Image and Video Retrieval Techniques
- Multimodal Machine Learning Applications
- Image Retrieval and Classification Techniques
- Video Surveillance and Tracking Methods
- Video Analysis and Summarization
- Face and Expression Recognition
Artificial Intelligence top 0.2%
- Domain Adaptation and Few-Shot Learning

Papers in

Computer Vision and Pattern Recognition 164
- Advanced Image and Video Retrieval Techniques 94
- Multimodal Machine Learning Applications 73
- Video Analysis and Summarization 51
- Image Retrieval and Classification Techniques 40
- Video Surveillance and Tracking Methods 25
Artificial Intelligence 110
- Domain Adaptation and Few-Shot Learning 49
- Advanced Graph Neural Networks 17

Co-authors: Heng Tao Shen Yi Yang Hongzhi Yin Jingkuan Song Xiaofang Zhou Yang Yang Xiaofeng Zhu Jingjing Li
Journals: IEEE Transactions on Knowledge and Data Engineering (19 papers)IEEE Transactions on Multimedia (17 papers)ACM Transactions on Information Systems (10 papers)World Wide Web (10 papers)IEEE Transactions on Image Processing (7 papers)
Partner nations: Australia China United States

In The Last Decade

Zi Huang

226 papers receiving 8.8k citations

Hit Papers

5 papers align trajectories log scale

Self-Supervised Learning for Recommender Systems: A Survey 2023 · 197 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 IEEE Transactions on Knowledge and Data Engineering
2022 arXiv (Cornell University)
2018 IEEE Transactions on Pattern Analysis and Machine Intelligence
2013 Inter-media hashing for large-scale retrieval from heterogeneous data sources
2011 Rare & Special e-Zone (The Hong Kong University of Science and Technology)

Peers

Countries citing papers authored by Zi Huang

Since Specialization

Citations

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

Fields of papers citing papers by Zi Huang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Zi Huang, 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 Zi Huang Line = papers co-authored together Zi Huang 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	Cluster-aware prompt ensemble learning for few-shot vision-language model adaptation Pattern Recognition ·Zhi Chen, Xin Yu, Sahereh Garaei, Yan Li, Zi Huang	2025	0
2	Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing Mayuri Kawata, Zhi Chen, Zi Huang, Shazia Sadiq, Tong Chen	2025	0
3	GCondenser: Benchmarking Graph Condensation Kousuke Yoshida, Ruihong Qiu, Zi Huang	2025	0
4	A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems ACM Transactions on Information Systems ·李自斌, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui, Hongzhi Yin	2025	1
5	AI empowered Auslan learning for parents of deaf children and children of deaf adults AI and Ethics ·RiChang LIN, Xin Shen, Heming Du, 尚幸宮坂, Zi Huang, Xin Yu	2024	1
6	Physics-guided Active Sample Reweighting for Urban Flow Prediction Sergei Yu. Ostanin, Tong Chen, А С Кущ, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin	2024	0
7	Effective and Robust Adversarial Training Against Data and Label Corruptions IEEE Transactions on Multimedia ·Peng-Fei Zhang, Zi Huang, Xin-Shun Xu, Guangdong Bai	2024	3
8	Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments O. Braitsch, Sen Wang, Zi Huang, Qi Wu, N. P. Kolomeets	2024	1
9	CaseLink: Inductive Graph Learning for Legal Case Retrieval Bhandari, Ruihong Qiu, Hongzhi Yin, Xue Li, Zi Huang	2024	1
10	Calligraphy Font Generation via Explicitly Modeling Location-Aware Glyph Component Deformations IEEE Transactions on Multimedia ·Skvorak Mj, Xingqun Qi, L. Porsch, Lincheng Li, Z. Latacz, Zi Huang, Xin Yu	2023	3
11	Explicit Knowledge Graph Reasoning for Conversational Recommendation ACM Transactions on Intelligent Systems and Technology ·Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen, Lizhen Cui, Zi Huang, Hongzhi Yin	2023	11
12	DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks IEEE Transactions on Knowledge and Data Engineering ·Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng	2022	4
13	GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning IEEE Transactions on Multimedia ·Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang	2022	12
14	Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modeling IEEE Transactions on Neural Networks and Learning Systems ·Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang	2021	11
15	Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph IEEE Transactions on Knowledge and Data Engineering ·Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Hongzhi Yin, Mahsa Baktashmotlagh	2021	8
16	Attribute-aware explainable complementary clothing recommendation World Wide Web ·Li Yang, Tong Chen, Zi Huang	2021	13
17	Enhancing Social Recommendation With Adversarial Graph Convolutional Networks IEEE Transactions on Knowledge and Data Engineering ·Junliang Yu, Hongzhi Yin, Jundong Li, Min Gao, Zi Huang, Lizhen Cui	2020	122
18	Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system Knowledge-Based Systems ·Hongzhi Yin, Weiqing Wang, Liang Chen, Xingzhong Du, Quoc Viet Hung Nguyen, Zi Huang	2018	13
19	l 2,1 -norm regularized discriminative feature selection for unsupervised learning Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou Hit paper breakdown →	2011	440
20	UQLIPS: a real-time near-duplicate video clip detection system Queensland's institutional digital repository (The University of Queensland) ·Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou	2007	59

About Zi Huang

Zi Huang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Information Systems and Computational Mathematics, having authored 239 papers that have together received 8.9k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (94 papers), Multimodal Machine Learning Applications (73 papers), Video Analysis and Summarization (51 papers), Domain Adaptation and Few-Shot Learning (49 papers), Image Retrieval and Classification Techniques (40 papers), Recommender Systems and Techniques (35 papers), Video Surveillance and Tracking Methods (25 papers) and Advanced Graph Neural Networks (17 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (5.8k citations), Artificial Intelligence (3.8k citations), Information Systems (1.8k citations), Computational Mathematics (37 citations) and Transportation (350 citations). Zi Huang has collaborated with scholars based in Australia, China and United States. Frequent co-authors include Heng Tao Shen, Yi Yang, Hongzhi Yin, Jingkuan Song, Xiaofang Zhou, Yang Yang, Xiaofeng Zhu, Jingjing Li, Lei Zhu and Ke Lü. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Multimedia, ACM Transactions on Information Systems, World Wide Web and IEEE Transactions on Image 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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