Michael Shieh
8 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(4)
model alignment
(3)
instruction tuning
(2)
transfer learning
(2)
kl divergence
(1)
prompt engineering
(1)
text generation
(1)
preference optimization
(1)
multimodal learning
(1)
code generation
(1)
safety alignment
(1)
adversarial attack
(1)
foundation model
(1)
context length
(1)
jailbreak attack
(1)
prompt optimization
(1)
red teaming
(1)
prompt perturbation
(1)
code optimization
(1)
llm alignment
(1)
Papers
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
ICLR 2025
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
ICLR 2025
Single Character Perturbations Break LLM Alignment
AAAI 2025
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
ICLR 2025
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
EMNLP 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing
ACL 2024
Prompt Optimization via Adversarial In-Context Learning
ACL 2024
Reasoning Robustness of LLMs to Adversarial Typographical Errors
EMNLP 2024