Huanran Chen
11 papers · 2023–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27) 👑 Triple Crown
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Machine Learning
(10)
Deep Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Models
(5)
Computer Vision
(4)
Application Areas
(4)
Generation
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Security & Privacy
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
diffusion model
(5)
adversarial robustness
(3)
adversarial attack
(3)
generative model
(2)
black-box attack
(2)
privacy leakage
(2)
loss landscape
(2)
text-to-image diffusion
(2)
bayesian inference
(1)
data augmentation
(1)
transfer learning
(1)
image synthesis
(1)
adversarial training
(1)
sharpness-aware minimization
(1)
adversarial learning
(1)
knowledge distillation
(1)
training efficiency
(1)
text-to-image synthesis
(1)
generalization ability
(1)
generative learning
(1)
Papers
ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification
ICLR 2025
Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
ICCV 2025
Diffusion Models are Certifiably Robust Classifiers
NeurIPS 2024
Elucidating the Design Space of Dataset Condensation
NeurIPS 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
NeurIPS 2024
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
NeurIPS 2024
On the Duality Between Sharpness-Aware Minimization and Adversarial Training
ICML 2024
Rethinking Model Ensemble in Transfer-based Adversarial Attacks
ICLR 2024
Robust Classification via a Single Diffusion Model
ICML 2024
Teaching What You Should Teach: A Data-Based Distillation Method
IJCAI 2023
T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection
CVPR 2023