Dr Caren Han
Senior Lecturer in Digital Innovation
School of Computing and Information Systems
94 Scholarly works
8 Projects
HIGHLIGHTS
2026
Journal article
SynJAC: synthetic-data-driven joint-granular adaptation and calibration for domain specific scanned document key information extraction
DOI: 10.1016/j.inffus.2025.1040742025
Conference Proceedings
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition
DOI: 10.1145/3696410.37146392024
Research grants (international)
exploreCSR
2024
Conference Proceedings
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
DOI: 10.1145/3627673.36796352024
Research grants (other domestic)
Multimodal Mental Illness Detection and Explanation
2024
Journal article
MM-EMOG: Multi-Label Emotion Graph Representation for Mental Health Classification on Social Media †
DOI: 10.3390/robotics130300532024
Research grants (other domestic)
Google Computer Science Research Program
RECENT SCHOLARLY WORKS
2026
Journal article
Deep learning based visually rich document content understanding: a survey
DOI: 10.1007/s10462-025-11477-32026
Journal article
A study on edge devices for image classification of the Tasmanian devil (Sarcophilus harrisii) for vaccine delivery
DOI: 10.1002/2688-8319.702162026
Conference Proceedings
MulTiCast: A Multimodal Time Series Forecasting System
DOI: 10.1609/aaai.v40i48.423712025
Conference Proceedings
KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs
DOI: 10.1145/3746252.37614162025
Conference Proceedings
The 1st International Workshop on Retrieval-driven Generative AI & ScienceON AI Challenge: RDGENAI 2025
DOI: 10.1145/3746252.37616032025
Conference Proceedings
DocDiscNER: Enhanced Document-Level Discontinuous NER via Coordination Ellipses Resolution and Self-Consistency Decoding
DOI: 10.3233/FAIA2513382025
Journal article
A Hybrid Chatbot to Promote Pneumococcal Vaccination among Older Adults: A Randomized Clinical Trial
DOI: 10.1001/jamanetworkopen.2025.358132025
Journal article
Large Language Models in Finance (FinLLMs)
DOI: 10.1007/s00521-024-10495-6