Talks
Invited Talks & Presentations
GPR: Empowering Generation with Graph-Pretrained Retriever
Poster Presentation at WWW 2026Tuning LLM for Enhanced ICF Generation
Oral Presentation at IQVIAMachine Learning-Based Prediction of HIV Care Loss to Follow-Up
Oral Presentation at Penn State Institute of Computational and Data SciencesAdaptive Federated Knowledge Injection into Medical Foundation Models
Invited Talk at Stanford UniversityDeveloping Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced
Poster Presentation at AAAI 2025Multimodal Artificial Intelligence in Healthcare
Tutorial at AAAI 2025FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
Poster Presentation at EMNLP 2024Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
Poster Presentation at ACL 2024Mitigating Pooling Bias in E-commerce Search via False Negative Estimation
Oral & Poster Presentation at KDD 2024Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
Oral & Poster Presentation at KDD 2024Hierarchical Pretraining on Multimodal Electronic Health Records
Poster Presentation at EMNLP 2023Boosting Search Embedding via Cross Encoder
Oral Presentation at InstacartSentence-Level Resampling for Named Entity Recognition
Poster Presentation at NAACL 2022Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge Project
Oral Presentation at AMIA 2022