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2020 – today
- 2025
[j8]Ziheng Jiao
, Hongyuan Zhang, Xuelong Li:
CNN2GNN: How to Bridge CNN With GNN. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 9367-9374 (2025)- [j7]Ziheng Jiao, Xuelong Li:
An End-to-End Deep Graph Clustering via Online Mutual Learning. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3847-3854 (2025) - [j6]Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
Deep Graph Multi-View Representation Learning With Self-Augmented View Fusion. IEEE Trans. Neural Networks Learn. Syst. 36(8): 14119-14130 (2025) - [i5]Yuchu Jiang, Jian Zhao, Yuchen Yuan, Tianle Zhang, Yao Huang, Yanghao Zhang, Yan Wang, Yanshu Li, Xizhong Guo, Yusheng Zhao, Jun Zhang, Zhi Zhang, Xiaojian Lin, Yixiu Zou, Haoxuan Ma, Yuhu Shang, Yuzhi Hu, Keshu Cai, Ruochen Zhang, Boyuan Chen, Yilan Gao, Ziheng Jiao, Yi Qin, Shuangjun Du, Xiao Tong, Zhekun Liu, Yu Chen, Xuankun Rong, Rui Wang, Yejie Zheng, Zhaoxin Fan, Murat Sensoy, Hongyuan Zhang, Pan Zhou, Lei Jin, Hao Zhao, Xu Yang, Jiaojiao Zhao, Jianshu Li, Joey Tianyi Zhou, Zhi-Qi Cheng, Longtao Huang, Zhiyi Liu, Zheng Zhu, Jianan Li, Gang Wang, Qi Li, Xu-Yao Zhang, Yaodong Yang, Mang Ye, Wenqi Ren, Zhaofeng He, Hang Su, Rongrong Ni, Liping Jing, Xingxing Wei, Junliang Xing, Massimo Alioto, Shengmei Shen, Petia Radeva, Dacheng Tao, Ya-Qin Zhang, Shuicheng Yan, Chi Zhang, Zhongjiang He, Xuelong Li:
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance. CoRR abs/2508.08789 (2025) - 2024
- [j5]Ziheng Jiao, Hongyuan Zhang, Rui Zhang, Xuelong Li:
Graph manifold learning with non-gradient decision layer. Neurocomputing 579: 127390 (2024) - [j4]Hongyuan Zhang, Ziheng Jiao, Xuelong Li:
Orthogonal subspace exploration for matrix completion. Pattern Recognit. 153: 110456 (2024) - [c2]Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
CNN to GNN: Unsupervised Multi-level Knowledge Learning. CIKM 2024: 4313-4317 - [i4]Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
CNN2GNN: How to Bridge CNN with GNN. CoRR abs/2404.14822 (2024) - 2023
- [j3]Rui Zhang, Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
Manifold Neural Network With Non-Gradient Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3986-3993 (2023) - [j2]Tong Wu, Rui Zhang, Ziheng Jiao, Xian Wei, Xuelong Li:
Adaptive Spectral Rotation via Joint Cluster and Pairwise Structure. IEEE Trans. Knowl. Data Eng. 35(1): 71-81 (2023) - [c1]Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
Learn Topological Representation with Flexible Manifold Layer. ICASSP 2023: 1-5 - 2022
- [i3]Xuelong Li, Ziheng Jiao, Hongyuan Zhang, Rui Zhang:
Deep Manifold Learning with Graph Mining. CoRR abs/2207.08377 (2022) - 2021
- [i2]Rui Zhang, Ziheng Jiao, Hongyuan Zhang, Xuelong Li:
Non-Gradient Manifold Neural Network. CoRR abs/2106.07905 (2021) - [i1]Rui Zhang, Chengjun Lu, Ziheng Jiao, Xuelong Li:
Deep Contrastive Graph Representation via Adaptive Homotopy Learning. CoRR abs/2106.09244 (2021)
2010 – 2019
- 2019
- [j1]Zhanwen Liu, Tao Gao, Fanjie Kong, Ziheng Jiao, Aodong Yang, Shuying Li, Bo Liu:
Restoration algorithm for noisy complex illumination. IET Comput. Vis. 13(2): 224-232 (2019)
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