Xiaohan Bi
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
EACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
backdoor attack
(2)
out-of-distribution detection
(2)
pretrained language model
(2)
anomaly detection
(1)
sentiment analysis
(1)
text classification
(1)
backdoor defense
(1)
multilingual translation
(1)
neural machine translation
(1)
communication efficiency
(1)
parameter clustering
(1)
semantic shift
(1)
ood detection
(1)
agent system
(1)
sentence embedding
(1)
defense mechanism
(1)
multilingual neural machine translation
(1)
adapter module
(1)
security vulnerability
(1)
large language model
(1)
Papers
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
NIPS 2024
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
ACL 2023
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
EACL 2023
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks
EMNLP 2022
Holistic Sentence Embeddings for Better Out-of-Distribution Detection
EMNLP 2022