Zhen Yu
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
MICCAI (3)
EMNLP (2)
ACL (1)
CVPR (1)
NAACL (1)
Top co-authors
Keywords
adversarial attack
(3)
adversarial example
(2)
black-box attack
(2)
word substitution
(2)
text classification
(2)
robustness evaluation
(1)
concept bottleneck model
(1)
local search
(1)
confounding factor
(1)
natural language interface
(1)
sparse perturbation
(1)
large language model
(1)
database schema
(1)
hard-label attack
(1)
skin cancer diagnosis
(1)
sql operation
(1)
hybrid local search
(1)
multimodal attack
(1)
schema integration
(1)
confounding factor detection
(1)
Papers
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
MICCAI 2025
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
MICCAI 2025
Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks
NAACL 2024
Universal Semi-Supervised Learning for Medical Image Classification
MICCAI 2024
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations
ACL 2024
Sparse Black-Box Multimodal Attack for Vision-Language Adversary Generation
EMNLP 2023
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
CVPR 2023
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack
EMNLP 2022