Zhenfeng Zhu

ScholarGPS® ID: 63435913766734

Affiliation

Beijing Jiaotong University, Beijing, China

Affiliation History

Field

Social Sciences

Discipline

Information Sciences

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

1,828

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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HKA: A Hierarchical Knowledge Alignment Framework for Multimodal Knowledge Graph Completion (journal article) Xu, Yunhui \| Li, Youru \| Xu, Muhao \| Zhu, Zhenfeng \| Zhao, Yao ACM Transactions on Multimedia Computing, Communications, and Applications, volume 20, issue 8, pages 1-19 (2024). 10.1145/3664288 Cite \| Source
Multi-Task Learning with Sequential Dependence Toward Industrial Applications: A Systematic Formulation (journal article) Guo, Xiaobo \| Ha, Mingming \| Tao, Xuewen \| Li, Shaoshuai \| Li, Youru \| Zhu, Zhenfeng \| Shen, Zhiyong \| Ma, Li ACM Transactions on Knowledge Discovery from Data, volume 18, issue 5, pages 1-29 (2024). 10.1145/3640468 Cite \| Source
Adversarial Graph Disentanglement With Component-Specific Aggregation (journal article) Zheng, Shuai \| Zhu, Zhenfeng \| Liu, Zhizhe \| Cheng, Jian \| Zhao, Yao IEEE Transactions on Artificial Intelligence, volume 5, issue 5, pages 2204-2216 (2024). 10.1109/TAI.2023.3316202 Cite \| Source
Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain Mining (journal article) Li, Youru \| Zhu, Zhenfeng \| Chen, Linxun \| Yang, Bin \| Wu, Yaxi \| Guo, Xiaobo \| Han, Bing \| Zhao, Yao IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 1979-1990 (2024). 10.1109/TKDE.2023.3317631 Cited by (1) \| Cite \| Source
SGT++: Improved Scene Graph-Guided Transformer for Surgical Report Generation (journal article) Lin, Chen \| Zhu, Zhenfeng \| Zhao, Yawei \| Zhang, Ying \| He, Kunlun \| Zhao, Yao IEEE Transactions on Medical Imaging, volume 43, issue 4, pages 1337-1346 (2024). 10.1109/TMI.2023.3335909 Cite \| Source
Graph meets probabilistic generation model: A new perspective for graph disentanglement (journal article) Peng, Zouzhang \| Zheng, Shuai \| Zhu, Zhenfeng \| Liu, Zhizhe \| Cheng, Jian \| Dong, Honghui \| Zhao, Yao Pattern Recognition, volume 148 (2024). 10.1016/j.patcog.2023.110153 Cite \| Source
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction (journal article) Li, Youru \| Zhu, Zhenfeng \| Guo, Xiaobo \| Li, Shaoshuai \| Yang, Yuchen \| Zhao, Yao ACM Transactions on Knowledge Discovery from Data, volume 18, issue 1, pages 1-21 (2024). 10.1145/3605895 Cited by (1) \| Cite \| Source
From Observation to Concept: A Flexible Multi-View Paradigm for Medical Report Generation (journal article) Liu, Zhizhe \| Zhu, Zhenfeng \| Zheng, Shuai \| Zhao, Yawei \| He, Kunlun \| Zhao, Yao IEEE Transactions on Multimedia, volume 26 (2024). 10.1109/TMM.2023.3342691 Cite \| Source
RedCDR: Dual Relation Distillation for Cancer Drug Response Prediction (journal article) Xu, Muhao \| Zhu, Zhenfeng \| Zhao, Yawei \| He, Kunlun \| Huang, Qinghua \| Zhao, Yao IEEE/ACM Transactions on Computational Biology and Bioinformatics (2024). 10.1109/TCBB.2024.3404262 Cite \| Source
Implicit-Explicit Motion Learning for Video Camouflaged Object Detection (journal article) Hui, Wenjun \| Zhu, Zhenfeng \| Gu, Guanghua \| Liu, Meiqin \| Zhao, Yao IEEE Transactions on Multimedia, volume 26 (2024). 10.1109/TMM.2024.3361170 Cite \| Source
The Devil Is in the Boundary: Boundary-enhanced Polyp Segmentation (journal article) Liu, Zhizhe \| Zheng, Shuai \| Sun, Xiaoyi \| Zhu, Zhenfeng \| Zhao, Yawei \| Yang, Xuebing \| Zhao, Yao IEEE Transactions on Circuits and Systems for Video Technology (2024). 10.1109/TCSVT.2023.3348598 Cite \| Source
Node-Oriented Spectral Filtering for Graph Neural Networks (journal article) Zheng, Shuai \| Zhu, Zhenfeng \| Liu, Zhizhe \| Li, Youru \| Zhao, Yao IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 46, issue 1, pages 388-402 (2024). 10.1109/TPAMI.2023.3324937 Cite \| Source
ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries (journal article) Zhang, Xingxing \| Gui, Shupeng \| Jin, Jian \| Zhu, Zhenfeng \| Zhao, Yao IEEE Transactions on Multimedia, volume 26 (2024). 10.1109/TMM.2023.3258624 Cite \| Source
Cooperative dual medical ontology representation learning for clinical assisted decision-making (journal article) Xu, Muhao \| Zhu, Zhenfeng \| Li, Youru \| Zheng, Shuai \| Li, Linfeng \| Wu, Haiyan \| Zhao, Yao Computers in Biology and Medicine, volume 163 (2023). 10.1016/j.compbiomed.2023.107138 Cited by (2) \| Cite \| Source
Sylvester Equation Induced Collaborative Representation Learning for Recommendation (journal article) Li, Xingyuan \| Zhu, Zhenfeng \| Zheng, Shuai \| Liu, Zhizhe \| Li, Youru \| Guo, Xiaobo \| Kong, Deqiang \| Zhao, Yao IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 8811-8822 (2023). 10.1109/TKDE.2022.3217090 Cite \| Source
Learning Joint Relational Co-evolution in Spatial-Temporal Knowledge Graph for SMEs Supply Chain Prediction (conference) Li, Youru \| Zhu, Zhenfeng \| Guo, Xiaobo \| Chen, Linxun \| Wang, Zhouyin \| Wang, Yinmeng \| Han, Bing \| Zhao, Yao KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2023) Long Beach CA USA 10.1145/3580305.3599855 Cited by (1) \| Cite \| Source
MHSCNET: A Multimodal Hierarchical Shot-Aware Convolutional Network for Video Summarization (conference) Xu, Wujiang \| Wang, Runzhong \| Guo, Xiaobo \| Li, Shaoshuai \| Ma, Qiongxu \| Zhao, Yunan \| Guo, Sheng \| Zhu, Zhenfeng \| Yan, Junchi ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2023) Rhodes Island, Greece 10.1109/ICASSP49357.2023.10096265 Cited by (5) \| Cite \| Source
CED: A case-level explainable paramedical diagnosis via AdaGBDT (journal article) Guo, Zhenyu \| Xu, Muhao \| Yang, Yuchen \| Li, Youru \| Wu, Haiyan \| Zhu, Zhenfeng \| Zhao, Yao Computers in Biology and Medicine, volume 153 (2023). 10.1016/j.compbiomed.2022.106500 Cited by (1) \| Cite \| Source
CoI2 A: Collaborative Inter-domain and Intra-domain Alignments for Multisource Domain Adaptation (journal article) Lin, Chen \| Zhu, Zhenfeng \| Wang, Shenghui \| Shi, Zhenwei \| Zhao, Yao IEEE Transactions on Geoscience and Remote Sensing, volume 61 (2023). 10.1109/TGRS.2023.3326156 Cite \| Source
Multi-Modal Graph Learning for Disease Prediction (journal article) Zheng, Shuai \| Zhu, Zhenfeng \| Liu, Zhizhe \| Guo, Zhenyu \| Liu, Yang \| Yang, Yuchen \| Zhao, Yao IEEE Transactions on Medical Imaging, volume 41, issue 9, pages 2207-2216 (2022). 10.1109/TMI.2022.3159264 Cited by (49) \| Cite \| Source