Sishuo Chen
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer
π
Renaissance Researcher
(5)
ποΈ
Keyword Collector
(62)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
β
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Application Areas
(7)
Core AI
(7)
Deep Learning
(4)
Natural Language Processing
(4)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Resources & Methods
(3)
Computer Vision
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Interdisciplinary
(1)
Security & Privacy
(1)
Generation
(1)
Keywords
backdoor attack
(4)
backdoor defense
(2)
pre-trained language model
(2)
out-of-distribution detection
(2)
large language model
(2)
sequence labeling
(1)
anomaly detection
(1)
unsupervised learning
(1)
attention mechanism
(1)
video understanding
(1)
machine translation
(1)
cross-lingual transfer
(1)
multilingual translation
(1)
neural machine translation
(1)
benchmark evaluation
(1)
chinese word segmentation
(1)
word segmentation
(1)
text classification
(1)
multimodal learning
(1)
cross-domain learning
(1)
Papers
Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models
ICLR 2025
BadActs: A Universal Backdoor Defense in the Activation Space
ACL 2024
TempCompass: Do Video LLMs Really Understand Videos?
ACL 2024
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
NeurIPS 2024
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter
ACL 2023
FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation
NeurIPS 2023
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features
EACL 2023
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding
EMNLP 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
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks
EMNLP 2021