Mingkun Zhang
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
AAAI (1)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
adversarial robustness
(2)
adversarial defense
(2)
adversarial training
(1)
diffusion model
(1)
adversarial purification
(1)
causal disentanglement
(1)
non-additive perturbation
(1)
robust image classification
(1)
perturbation disentanglement
(1)
neural ranking model
(1)
perturbation invariance
(1)
effectiveness-robustness trade-off
(1)
causal factor
(1)
robust optimization
(1)
conditional data generation
(1)
information retrieval
(1)
Papers
NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations
ICCV 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
ICLR 2025
CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
NIPS 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off
AAAI 2024