Junhao Dong

Nanyang Technological University — Singapore

Materials Science · Physical Sciences

13h-index567citations50works8.82yr avg
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Research Topics

High voltage insulation and dielectric phenomena(12), Adversarial Robustness in Machine Learning(11), Plasma Diagnostics and Applications(5), Dielectric materials and actuators(5), Advanced Photocatalysis Techniques(4)

Publications50 total

ChromouVQA: Benchmarking Vision-Language Models under Chromatic Camouflaged Images
arXiv (Cornell University)·2025Open Access
MMT-ARD: Multimodal Multi-Teacher Adversarial Distillation for Robust Vision-Language Models
arXiv (Cornell University)·2025Open Access
Generative AI for Simulating Real World Dynamics Applications and Challenges
2025Open Access
Maneuvering Charge Transport via Insulating Polymer Interface for Steering Photoredox Catalysis
Advanced Science·2025· 3 citedOpen Access
BiLoRA: Almost-orthogonal Parameter Spaces for Continual Learning
2025· 1 cited
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking
2025· 1 cited
SepPrune: Structured Pruning for Efficient Deep Speech Separation
arXiv (Cornell University)·2025Open Access
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking
arXiv (Cornell University)·2025Open Access
Uncertainty-Aware Adversarial Training via Adversary Distribution Modeling for Improving Robustness
SSRN Electronic Journal·2025Open Access
Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training
arXiv (Cornell University)·2024Open Access
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack
Frontiers in artificial intelligence and applications·2024· 6 citedOpen Access
Does the size of the housing rental market stabilize regional economic fluctuations? Evidence from China's large- and medium-sized cities
Habitat International·2024· 5 cited
Identification of origin of insulating polymer maneuvered photoredox catalysis
CHINESE JOURNAL OF CATALYSIS (CHINESE VERSION)·2024· 30 cited
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners
2024· 2 cited
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples
2024· 10 cited
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability
arXiv (Cornell University)·2024· 1 citedOpen Access
Customizing precise, tunable, and universal cascade charge transfer chains towards versatile photoredox catalysis
Chemical Science·2024· 91 citedOpen Access
Author response for "Customizing Precise, Tunable, and Universal Cascade Charge Transfer Chain Towards Versatile Photoredox Catalysis"
2023
Now and Future of Artificial Intelligence-based Signet Ring Cell Diagnosis: A Survey
arXiv (Cornell University)·2023· 1 citedOpen Access
The Enemy of My Enemy is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training
2023· 31 cited
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Frequent Co-authors

Junbo Deng(14), Guanjun Zhang(10), Xiaohua Xie(10), Jianyi Xue(9), Junhong Chen(8), Jinshu Li(5), Junxi Chen(5), Yew-Soon Ong(5), Jingying Zheng(4), Yue Wu(4), Fang‐Xing Xiao(4), Jianhuang Lai(4), Piotr Koniusz(4), Yuan Li(3), Junhong Chen(3), Martin Trulsson(3), Jianben Liu(3), Yan Liu(3), Xian Yan(2), Wendong Li(2)