Research Areas
Assessment Framework and Methodology
System-based outcome evaluation and causality-based behavior assessment for model robustness and explainability
Advanced Generative Systems
Knowledge-enhanced generation techniques and foundation model development
Multimodal Large Language Models
Multimodal large language models and their applications
Research Highlight
Recent News
DILAB Homepage Created
Welcome to the new Data Intelligence Lab homepage.
Two papers got accepted in CIKM 2025.
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
Rethinking the Training Paradigm of Discrete Token-Based Multimodal LLMs: An Analysis of Text-Centric Bias
One paper got accepted in TACL and will be presented at EMNLP 2025.
Overcoming Source Object Grounding for Semantic Image Editing