Publications

Xiaochen Wang, Junyu Luo, Jiaqi Wang, Yuan Zhong, Xiaokun Zhang, Yaqing Wang, Parminder Bhatia, Cao Xiao, Fenglong Ma (2024). Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources.. ACL'24.

Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma (2024). Mitigating Pooling Bias in E-commerce Search via False Negative Estimation. KDD'24.

Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin, Fenglong Ma (2024). Disentangling ID and Modality Effects for Session-based Recommendation. SIGIR'24.

Yuan Zhong, Xiaochen Wang, Jiaqi Wang, Xiaokun Zhang, Yaqing Wang, Mengdi Huai, Cao Xiao, Fenglong Ma (2023). Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models. KDD'24.

Junyu Luo, Cheng Qian, Xiaochen Wang, Lucas Glass, Fenglong Ma (2023). pADR: Towards Personalized Adverse Drug Reaction Prediction. CIKM'23.

Lei Wang, José-Luis Ambite, Abhishek M. Appaji, Janine Bijsterbosch, Jérôme Dockès, Rick Herrick, Alex Kogan, Howard M. Lander, Petra Lenzini, Daniel Marcus, Stephen M. Moore, J- B Poline, Arcot Rajasekar, Satya S. Sahoo, Matthew D. Turner, Xiaochen Wang, Yue Wang, Jessica A. Turner (2023). NeuroBridge: A Prototype Platform for Discovery of The Long-Tail Neuroimaging Data. Frontiers in Neuroinformatics.

Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma (2023). Hierarchical Pretraining on Multimodal Electronic Health Records. EMNLP'23.

Jingwen Hou, Xiaochen Wang, Jean-Jacques Dubois, R. Byron Rice, Amanda Haddock, Yue Wang (2022). Resource: Extreme Systematic Reviews: A Large Literature Screening Dataset to Support Environmental Policymaking. CIKM'22.

Xiaochen Wang, Yue Wang, José-Luis Ambite, Abhishek Appaji, Howard Lander, Stephen M. Moore, Arcot K. Rajasekar, Jessica A. Turner, Matthew D. Turner, Lei Wang, Satya S. Sahoo (2022). Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge Project. AMIA'22.

Xiaochen Wang, Yue Wang (2022). Sentence-Level Resampling for Named Entity Recognition. NAACL'22.