Guiquan Liu
4 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
contrastive learning
(1)
catastrophic forgetting
(1)
knowledge distillation
(1)
knowledge editing
(1)
hierarchical text classification
(1)
natural language understanding
(1)
label hierarchy
(1)
generative model
(1)
latent representation
(1)
retrieval-augmented generation
(1)
distribution alignment
(1)
noise accumulation
(1)
knowledge retention
(1)
knowledge conflict
(1)
knowledge update
(1)
sequential editing
(1)
path-adaptive attention
(1)
t5 model
(1)
large language model
(1)
bert model compression
(1)
Papers
On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models
AAAI 2026
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
EMNLP 2025
Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification
COLING 2022
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding
AAAI 2021