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Jun Zhuang
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Year
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-supervision
J Zhuang, M Al Hasan
Proceedings of the AAAI Conference on Artificial Intelligence 36, 4405-4413, 2022
282022
Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation
J Zhuang, M Al Hasan
Proceedings of the 31st ACM International Conference on Information …, 2022
182022
How Does Bayesian Noisy Self-Supervision Defend Graph Convolutional Networks?
J Zhuang, MA Hasan
Neural Processing Letters 54, 2997–3018, 2022
152022
Deperturbation of Online Social Networks via Bayesian Label Transition
J Zhuang, MA Hasan
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2020
112020
Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks
J Zhuang, D Wang
Proceedings of 2021 International Conference on Medical Imaging and Computer …, 2022
82022
Understanding survey paper taxonomy about large language models via graph representation learning
J Zhuang, C Kennington
arXiv preprint arXiv:2402.10409, 2024
72024
Non-exhaustive Learning Using Gaussian Mixture Generative Adversarial Networks
J Zhuang, M Al Hasan
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
72021
Robust Node Representation Learning via Graph Variational Diffusion Networks
J Zhuang, MA Hasan
arXiv preprint arXiv:2312.10903, 2023
62023
Into The Reverie: Exploration of The Dream Market
T Carr, J Zhuang, D Sablan, E LaRue, Y Wu, M Al Hasan, G Mohler
2019 IEEE International Conference on Big Data (Big Data), 1432-1441, 2019
62019
Lighter U-net for Segmenting White Matter Hyperintensities in MR Images
J Zhuang, M Gao, MAI Hasan
Proceedings of the 16th EAI International Conference on Mobile and …, 2019
62019
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models
H Jin, L Hu, X Li, P Zhang, C Chen, J Zhuang, H Wang
arXiv preprint arXiv:2407.01599, 2024
12024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas
C Deng, Y Duan, X Jin, H Chang, Y Tian, H Liu, HP Zou, Y Jin, Y Xiao, ...
arXiv preprint arXiv:2406.05392, 2024
12024
Improving Trainability of Variational Quantum Circuits via Regularization Strategies
J Zhuang, J Cunningham, C Guan
arXiv preprint arXiv:2405.01606, 2024
12024
A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes
MM Arifin, MS Ahmed, TK Ghosh, J Zhuang, J Yeh
arXiv preprint arXiv:2407.08839, 2024
2024
Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs
S He, J Zhuang, D Wang, L Peng, J Song
arXiv preprint arXiv:2406.03097, 2024
2024
All-printed multifunctional sensors for structural health monitoring of inflatable habitats
M Zuzelski, I Little, J Zhuang, Z Deng
Health Monitoring of Structural and Biological Systems XVIII 12951, 445-453, 2024
2024
Debiasing Machine Unlearning with Counterfactual Examples
Z Chen, J Wang, J Zhuang, AG Reddy, F Silvestri, J Huang, K Nag, ...
arXiv preprint arXiv:2404.15760, 2024
2024
Combination of Transcriptional Signatures and 3D Images of Epithelial Nuclei in Kidney Biopsies Using a Deep-Learning Outlier Detection Model Uncovers Signatures of Injury in …
S Winfree, D Barwinska, J Zhuang, N Talukder, MT Eadon, PC Dagher, ...
Journal of the American Society of Nephrology 33 (11S), 27, 2022
2022
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