Xuyuan Liu

4 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

ACL (2) COLING (1) NeurIPS (1)

Top co-authors

Yujun Yan (3) Zichen Liu (1) Xujiang Zhao (1) Guoqing Zhao (1) Lei Hsiung (1) Qihui Yang (1) Yanlong Wen (1) Xinshuai Dong (1) Yaoqing Yang (1) Yanchi Liu (1)

Research topics

Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Healthcare & Medicine (1) Application Areas (1) Architectures (1) Clinical (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

representation learning (2) domain adaptation (1) graph classification (1) backdoor defense (1) attention mechanism (1) knowledge editing (1) multimodal learning (1) multi-label classification (1) text representation (1) spectral analysis (1) lifelong learning (1) decision tree (1) electronic health record (1) graph kernel (1) multimodal attention (1) similarity consistency (1) icd coding (1) centered kernel alignment (1) tabular feature (1) layer analysis (1)

Papers

Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs ACL 2026 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks NeurIPS 2024 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022