Guisong Liu
8 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π Renaissance Researcher (7)
π
Interdisciplinary Bridge
β
Rising Star
(5)
β‘
Prolific Year
(5)
Conferences
AAAI (6)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
model aggregation
(2)
large language model
(2)
contrastive learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
transfer learning
(1)
computer vision
(1)
explainable ai
(1)
text classification
(1)
information bottleneck
(1)
graph representation learning
(1)
prompt engineering
(1)
named entity recognition
(1)
orthogonal projection
(1)
explanation generation
(1)
domain adaptation
(1)
adversarial training
(1)
sharpness-aware minimization
(1)
adversarial learning
(1)
image classification
(1)
Papers
Transferable Graph Condensation from the Causal Perspective
AAAI 2026
SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning
AAAI 2026
OASIS: Mitigating Harmful Fine-tuning Attacks on LLMs via Orthogonal and Adaptive Safety Alignment Strategy
ACL 2026
Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning
AAAI 2025
Enhancing the Adversarial Robustness via Manifold Projection
AAAI 2025
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training
EMNLP 2025
Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting
AAAI 2025
Flexible Sharpness-Aware Personalized Federated Learning
AAAI 2025