Bairu Hou
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(16)
Top co-authors
Research topics
Keywords
adversarial robustness
(4)
jailbreak attack
(2)
text classification
(2)
adversarial training
(2)
natural language processing
(2)
large language model
(2)
masked language model
(1)
word sense disambiguation
(1)
ensemble learning
(1)
model robustness
(1)
epistemic uncertainty
(1)
prompt engineering
(1)
probabilistic modeling
(1)
semantic analysis
(1)
prompt learning
(1)
belief propagation
(1)
instruction following
(1)
adversarial attack
(1)
randomized smoothing
(1)
few-shot learning
(1)
Papers
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation
NAACL 2025
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing
IJCNLP 2025
Instruction-Following Pruning for Large Language Models
ICML 2025
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
NAACL 2024
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
ICML 2024
PromptBoosting: Black-Box Text Classification with Ten Forward Passes
ICML 2023
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
ICLR 2023
OpenAttack: An Open-source Textual Adversarial Attack Toolkit
ACL 2021
Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet
COLING 2020