Junhao Dong
15 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (33) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (72) ⚡ Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(11)
Machine Learning
(11)
Learning Types · Machine Learning
(10)
Artificial Intelligence
(8)
Learning Types · Deep Learning
(8)
Core AI · Artificial Intelligence
(7)
Application Areas
(4)
Core Methods
(3)
Computer Vision
(2)
Analysis
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Security & Privacy
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Keywords
adversarial robustness
(6)
vision-language model
(4)
adversarial example
(3)
knowledge distillation
(2)
optimal transport
(2)
out-of-distribution detection
(2)
semi-supervised learning
(1)
metric learning
(1)
representation learning
(1)
transfer learning
(1)
anomaly detection
(1)
computer vision
(1)
similarity learning
(1)
object detection
(1)
image generation
(1)
zero-shot learning
(1)
attention mechanism
(1)
few-shot learning
(1)
source-free domain adaptation
(1)
model robustness
(1)
Papers
Bypassing the Transport Plan: Dynamic Reweighting for Out-of-Distribution Detection with Optimal Transport
CVPR 2026
Hierarchically Robust Zero-shot Vision-language Models
CVPR 2026
Learning Latent Concepts for Detecting Out-of-Distribution Objects
CVPR 2026
TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception
AAAI 2026
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning
CVPR 2025
Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness
ICCV 2025
Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment
CVPR 2025
Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
ICML 2025
Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking
CVPR 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment
ICCV 2025
Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap
ECCV 2024
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
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