Binxing Fang
10 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (9)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(27)
π
Century Club
(10)
ποΈ
Keyword Collector
(55)
Conferences
ACL (3)
EMNLP (3)
AAAI (1)
IJCAI (1)
NIPS (1)
UAI (1)
Top co-authors
Research topics
Keywords
sentiment polarity
(2)
aspect-based sentiment analysis
(2)
large language model
(2)
multi-task learning
(2)
graph neural network
(2)
text classification
(1)
sentiment analysis
(1)
contrastive learning
(1)
in-context learning
(1)
stance detection
(1)
text generation
(1)
semantic parsing
(1)
multi-view learning
(1)
gradient optimization
(1)
model security
(1)
convolutional neural network
(1)
adversarial attack
(1)
backdoor defense
(1)
gradient compression
(1)
backdoor attack
(1)
Papers
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization
ACL 2025
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
LT-Defense: Searching-free Backdoor Defense via Exploiting the Long-tailed Effect
NIPS 2024
Improving Gradient Trade-offs between Tasks in Multi-task Text Classification
ACL 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis
EMNLP 2023
Improving Multi-task Stance Detection with Multi-task Interaction Network
EMNLP 2022
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis
EMNLP 2022
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures
AAAI 2022
Understanding Information Diffusion under Interactions
IJCAI 2016