Guiquan Liu

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) COLING (1) EMNLP (1)

Top co-authors

Yuqing Huang (2) Rongyang Zhang (1) Enhong Chen (1) Xin Li (1) Chengqiang Lu (1) Qihong Yang (1) Xuyang Zhi (1) Kaikui Liu (1) Rongxi Guo (1) Junjie Tang (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Resources & Methods (3) Artificial Intelligence (2) Core AI (2) Learning Types (2) Deep Learning (1) Application Areas (1) Applications (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Optimization & Theory (1)

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