Junhong Liu

7 papers · 2020–2026 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🔥 Unstoppable · Bronze

Venues

EMNLP (2) MICCAI (2) AAAI (1) ACL (1) COLING (1)

Top co-authors

Zujie Wen (3) Chengyan Wang (2) Tong Zhang (2) Chen Huang (2) Wenqiang Lei (2) Haoyang Zhang (2) Jia Liu (2) Qing Li (2) Hongru Liang (2) Shengxiao Yang (2)

Research topics

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

Keywords

knowledge distillation (2) contrastive learning (1) benchmark evaluation (1) sparse coding (1) text classification (1) bert model (1) ensemble ranking (1) cross-modal learning (1) taxonomy construction (1) feature attribution (1) feature disentanglement (1) listwise ranking (1) frequency domain (1) conversational agent (1) debt collection (1) explainable artificial intelligence (1) clarifying question (1) large language model (1) dialogue strategy (1) ambiguous information need (1)

Papers

Distilling Cross-Modal Knowledge via Feature Disentanglement AAAI 2026 From Generalist to Specialist: Distilling a Mixture of Foundation Models for Domain-specific Medical Image Segmentation MICCAI 2025 Multimodal Imputation of Imaging-derived Phenotypes from Genomic and Blood-based Biomarkers Enhances Common Disease Discovery MICCAI 2025 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ACL 2024 Towards Effective Automatic Debt Collection with Persona Awareness EMNLP 2023 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Query Distillation: BERT-based Distillation for Ensemble Ranking COLING 2020