Junhong Liu
7 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (11)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π₯
Unstoppable
(5)
Conferences
EMNLP (2)
MICCAI (2)
AAAI (1)
ACL (1)
COLING (1)
Top co-authors
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)
frequency domain
(1)
conversational agent
(1)
list-wise ranking
(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