Haomin Zhuang
6 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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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
machine unlearning
(2)
large language model
(2)
logical reasoning
(1)
knowledge editing
(1)
in-context learning
(1)
model evaluation
(1)
distributed learning
(1)
evaluation framework
(1)
agent learning
(1)
backdoor attack
(1)
adversarial perturbation
(1)
decision boundary
(1)
mixture of expert
(1)
evaluation benchmark
(1)
knowledge removal
(1)
cognitive diagnosis
(1)
model poisoning
(1)
model utility
(1)
jailbreak defense
(1)
categorical data
(1)
Papers
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
ACL 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
EMNLP 2025
SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
ACL 2025
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
ICML 2024
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
ICLR 2024
Defending Jailbreak Prompts via In-Context Adversarial Game
EMNLP 2024