Muchao Ye
10 papers · 2021–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (56)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(6)
Learning Types · Machine Learning
(6)
Natural Language Processing
(5)
Computer Vision
(4)
Learning Types · Deep Learning
(4)
Applications · Natural Language Processing
(3)
Core Methods
(2)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Clinical
(1)
Keywords
adversarial attack
(3)
vision-language model
(2)
word embedding
(2)
text classification
(2)
visual question answering
(2)
multimodal learning
(2)
gradient-based optimization
(1)
video anomaly detection
(1)
self-attention mechanism
(1)
adversarial training
(1)
backdoor attack
(1)
medical report generation
(1)
deep learning
(1)
harmful content
(1)
feature extraction
(1)
semantic similarity
(1)
model alignment
(1)
medical imaging
(1)
predictive modeling
(1)
safety alignment
(1)
Papers
Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise
EMNLP 2025
Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
ACL 2025
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
CVPR 2025
Recent Advances in Predictive Modeling with Electronic Health Records
IJCAI 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
AAAI 2024
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation
NeurIPS 2023
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
NeurIPS 2023
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog
WACV 2022
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text
AAAI 2022
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
ACL 2021