Binxing Fang
10 papers · 2016–2025 · 6 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 Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27)
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(4)
Learning Types Β· Deep Learning
(4)
Applications Β· Natural Language Processing
(3)
Architectures
(3)
Learning Paradigms
(2)
Computer Science
(1)
Interdisciplinary
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Keywords
sentiment polarity
(2)
aspect-based sentiment analysis
(2)
graph neural network
(2)
multi-task learning
(2)
large language model
(2)
federated learning
(2)
text classification
(1)
sentiment analysis
(1)
contrastive learning
(1)
in-context learning
(1)
text generation
(1)
semantic parsing
(1)
multi-view learning
(1)
gradient optimization
(1)
gradient compression
(1)
stance detection
(1)
convolutional neural network
(1)
adversarial attack
(1)
backdoor defense
(1)
backdoor attack
(1)
Papers
FALCON: Adaptive Cross-Domain APT Attack Investigation with Federated Causal Learning
UAI 2025
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
ACL 2025
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization
ACL 2025
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
NeurIPS 2024
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis
EMNLP 2023
Improving Gradient Trade-offs between Tasks in Multi-task Text Classification
ACL 2023
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis
EMNLP 2022
Improving Multi-task Stance Detection with Multi-task Interaction Network
EMNLP 2022
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures
AAAI 2022
Understanding Information Diffusion under Interactions
IJCAI 2016