Ziyi Yin
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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(10)
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The Questioner
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(7)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Computer Vision
(3)
Applications Β· Natural Language Processing
(3)
Core Methods
(3)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications Β· Computer Vision
(1)
Architectures
(1)
Keywords
multimodal learning
(4)
large language model
(2)
multimodal large language model
(2)
adversarial training
(2)
adversarial attack
(2)
adversarial perturbation
(2)
electronic health record
(2)
visual question answering
(1)
text classification
(1)
adversarial robustness
(1)
preference optimization
(1)
trajectory prediction
(1)
chain-of-thought reasoning
(1)
language model alignment
(1)
transfer learning
(1)
hierarchical model
(1)
model alignment
(1)
knowledge editing
(1)
optical flow
(1)
predictive modeling
(1)
Papers
Can Factual Opinions Be Edited (Manipulated) in Large Language Models?
ACL 2026
ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding
ACL 2026
Towards Robust Multimodal Large Language Models Against Jailbreak Attacks
CVPR 2026
Shadow-Activated Backdoor Attacks on Multimodal Large Language Models
ACL 2025
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization
NeurIPS 2024
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
Hierarchical Pretraining on Multimodal Electronic Health Records
EMNLP 2023
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
Multimodal Transformer Networks for Pedestrian Trajectory Prediction
IJCAI 2021