Hanwang Zhang

28.1k total citations · 11 hit papers
204 papers, 11.8k citations indexed

About

Hanwang Zhang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Reproductive Medicine. According to data from OpenAlex, Hanwang Zhang has authored 204 papers receiving a total of 11.8k indexed citations (citations by other indexed papers that have themselves been cited), including 137 papers in Computer Vision and Pattern Recognition, 96 papers in Artificial Intelligence and 24 papers in Reproductive Medicine. Recurrent topics in Hanwang Zhang's work include Multimodal Machine Learning Applications (80 papers), Domain Adaptation and Few-Shot Learning (59 papers) and Advanced Image and Video Retrieval Techniques (57 papers). Hanwang Zhang is often cited by papers focused on Multimodal Machine Learning Applications (80 papers), Domain Adaptation and Few-Shot Learning (59 papers) and Advanced Image and Video Retrieval Techniques (57 papers). Hanwang Zhang collaborates with scholars based in China, Singapore and United States. Hanwang Zhang's co-authors include Tat‐Seng Chua, Xiangnan He, Wei Liu, Jun Xiao, Kaihua Tang, Liqiang Nie, Long Chen, Yulei Niu, Xu Yang and Jianfei Cai and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The Journal of Clinical Endocrinology & Metabolism and Scientific Reports.

In The Last Decade

Hanwang Zhang

193 papers receiving 11.6k 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.

SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning

2017 1.4k citations Long Chen, Hanwang Zhang et al. profile →
Fast Matrix Factorization for Online Recommendation with Implicit Feedback

2016 660 citations Xiangnan He, Hanwang Zhang et al. profile →
Attentive Collaborative Filtering

2017 571 citations Hanwang Zhang, Xiangnan He et al. profile →
Auto-Encoding Scene Graphs for Image Captioning

2019 530 citations Xu Yang, Kaihua Tang et al. profile →
Video Captioning With Attention-Based LSTM and Semantic Consistency

2017 478 citations Hanwang Zhang et al. IEEE Transactions on Multimedia profile →
Unbiased Scene Graph Generation From Biased Training

2020 429 citations Kaihua Tang, Yulei Niu et al. profile →
Learning to Compose Dynamic Tree Structures for Visual Contexts

2019 332 citations Kaihua Tang, Hanwang Zhang et al. profile →
Attributed Social Network Embedding

2018 322 citations Xiangnan He, Hanwang Zhang et al. profile →
Counterfactual VQA: A Cause-Effect Look at Language Bias

2021 266 citations Yulei Niu, Kaihua Tang et al. profile →
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation

2022 138 citations Tan Wang, Xian‐Sheng Hua et al. profile →
Prompt-aligned Gradient for Prompt Tuning

2023 119 citations Yulei Niu, Hanwang Zhang et al. profile →

Peers

Countries citing papers authored by Hanwang Zhang

Since Specialization

Citations

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

Fields of papers citing papers by Hanwang Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Hanwang Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Hanwang Zhang. A scholar is included among the top collaborators of Hanwang 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 Hanwang Zhang. Hanwang 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	Align Is Not Enough: Multimodal Universal Jailbreak Attack Against Multimodal Large Language Models 2025 ·IEEE Transactions on Circuits and Systems for Video Technology ·(unknown), (unknown), Yinpeng Dong, Jing Liu, Hanwang Zhang, Richang Hong	0
2	Exploring Transferability of Multimodal Adversarial Samples for Vision-Language Pre-Training Models With Contrastive Learning 2025 ·IEEE Transactions on Multimedia ·(unknown), (unknown), Yinpeng Dong, Hanwang Zhang, Hang Su, Richang Hong	1
3	A Multimodal LLM for Chart Understanding and Generation 2025 ·(unknown), Chi Zhang, Xin Chen, (unknown), Xu Yang, Zhibin Wang, Gang Yu, (unknown), Hanwang Zhang	0
4	MGNet: Learning Correspondences via Multiple Graphs 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Xiaoyu Du, Hanwang Zhang, Jinhui Tang	2
5	MiR-450b-5p enhances the radiosensitivity of HR+ and HER2− breast cancer by targeting CDK6 2024 ·Oncology and Translational Medicine ·(unknown), Hanwang Zhang, Xiaoyuan Huang, Liang Zhuang	1
6	NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·(unknown), Jun Xiao, (unknown), Hanwang Zhang, Yi Yang, Wei Liu, Long Chen	7
7	Fine-Tuning for Few-Shot Image Classification by Multimodal Prototype Regularization 2024 ·IEEE Transactions on Multimedia ·(unknown), (unknown), Dong Zhang, Hanwang Zhang, Jinhui Tang	5
8	Counterfactual Zero-Shot and Open-Set Visual Recognition 2021 ·Zhongqi Yue, Tan Wang, Qianru Sun, Xian‐Sheng Hua, Hanwang Zhang	133
9	Causal Interventional Training for Image Recognition 2021 ·IEEE Transactions on Multimedia ·Wei Qin, Hanwang Zhang, Richang Hong, Ee‐Peng Lim, Qianru Sun	23
10	Unbiased Scene Graph Generation From Biased Training breakdown → 2020 ·Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang	429
11	Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration 2020 ·Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang	149
12	Interventional few-shot learning 2020 ·Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University) ·Zhongqi Yue, Hanwang Zhang, Qianru Sun, Xian‐Sheng Hua	19
13	More Grounded Image Captioning by Distilling Image-Text Matching Model 2020 ·(unknown), Meng Wang, Daqing Liu, Zhenzhen Hu, Hanwang Zhang	91
14	Learning to Collocate Neural Modules for Image Captioning 2019 ·Xu Yang, Hanwang Zhang, Jianfei Cai	57
15	Making History Matter: History-Advantage Sequence Training for Visual Dialog 2019 ·Tianhao Yang, Zheng-Jun Zha, Hanwang Zhang	36
16	Multi-Level Policy and Reward-Based Deep Reinforcement Learning Framework for Image Captioning 2019 ·IEEE Transactions on Multimedia ·Ning Xu, Hanwang Zhang, An-An Liu, Weizhi Nie, Yuting Su, Jie Nie, Yongdong Zhang	84
17	Making History Matter: Gold-Critic Sequence Training for Visual Dialog. 2019 ·arXiv (Cornell University) ·Tianhao Yang, Zheng-Jun Zha, Hanwang Zhang	5
18	Auto-Encoding Graphical Inductive Bias for Descriptive Image Captioning 2018 ·arXiv (Cornell University) ·Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai	1
19	Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation. 2018 ·arXiv (Cornell University) ·Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang	7
20	A novel “priming-boosting” strategy for immune interventions in cervical cancer 2015 ·Molecular Immunology ·Shujie Liao, Weina Zhang, (unknown), Wei Wang, Dongrui Deng, Hui Wang, Changyu Wang, Jianfeng Zhou, Shixuan Wang, Hanwang Zhang, Ding Ma	11

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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