Junhao Dong
12 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (30) π§ Keyword Pioneer
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Conference Polyglot
(4)
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Century Club
(11)
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Prolific Year
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Unstoppable
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(55)
Conferences
CVPR (7)
ICCV (2)
AAAI (1)
ECCV (1)
ICML (1)
Top co-authors
Research topics
Keywords
adversarial robustness
(5)
adversarial example
(3)
knowledge distillation
(2)
vision-language model
(2)
metric learning
(1)
optimal transport
(1)
representation learning
(1)
transfer learning
(1)
zero-shot learning
(1)
computer vision
(1)
similarity learning
(1)
model robustness
(1)
image generation
(1)
attention mechanism
(1)
source-free domain adaptation
(1)
few-shot learning
(1)
adversarial training
(1)
pseudo labeling
(1)
concept learning
(1)
continual learning
(1)
Papers
TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception
AAAI 2026
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning
CVPR 2025
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking
CVPR 2025
Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment
CVPR 2025
Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness
ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment
ICCV 2025
Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
ICML 2025
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners
CVPR 2024
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples
CVPR 2024
Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap
ECCV 2024
The Enemy of My Enemy Is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training
CVPR 2023
Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations
CVPR 2022