Learning Inverse Mapping by AutoEncoder Based Generative Adversarial Nets. - Junyu Luo 001; Yong Xu; Chenwei Tang; Jiancheng Lv 001 (ICONIP (2), 2017)

Learning Inverse Mapping by Autoencoder based Generative Adversarial Nets. - Junyu Luo 001 (CoRR, 2017)

Multi-task Learning for Author Profiling with Hierarchical Features. - Zhile Jiang; Shuai Yu 002; Qiang Qu; Min Yang 007; Junyu Luo 001; Juncheng Liu (WWW (Companion Volume), 2018)

Learning Document Embeddings with Crossword Prediction. - Junyu Luo 001; Min Yang 007; Ying Shen 001; Qiang Qu; Haixia Chai (AAAI, 2019)

Cross-modal Image-Text Retrieval with Multitask Learning. - Junyu Luo 001; Ying Shen 001; Xiang Ao 001; Zhou Zhao 001; Min Yang 007 (CIKM, 2019)

An efficient automatic multiple objectives optimization feature selection strategy for internet text classification. - Changqin Huang; Jia Zhu 003; Yuzhi Liang; Min Yang 007; Gabriel Pui Cheong Fung; Junyu Luo 001 (Int. J. Mach. Learn. Cybern., 2019)

LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction. - Muchao Ye; Junyu Luo 001; Cao Xiao; Fenglong Ma (CIKM, 2020)

Hybrid Cascade Point Search Network for High Precision Bar Chart Component Detection. - Junyu Luo 001; Jinpeng Wang 001; Chin-Yew Lin (ICPR, 2020)

HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. - Junyu Luo 001; Muchao Ye; Cao Xiao; Fenglong Ma (KDD, 2020)

A Benchmark Dataset for Understandable Medical Language Translation. - Junyu Luo 001; Zifei Zheng; Hanzhong Ye; Muchao Ye; Yaqing Wang 001; Quanzeng You; Cao Xiao; Fenglong Ma (CoRR, 2020)

FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. - Zewei Long; Liwei Che; Yaqing Wang 001; Muchao Ye; Junyu Luo 001; Jinze Wu; Houping Xiao; Fenglong Ma (CoRR, 2020)

Fusion: Towards Automated ICD Coding via Feature Compression. - Junyu Luo 001; Cao Xiao; Lucas Glass; Jimeng Sun 001; Fenglong Ma (ACL/IJCNLP (Findings), 2021)

MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. - Muchao Ye; Suhan Cui; Yaqing Wang 001; Junyu Luo 001; Cao Xiao; Fenglong Ma (CIKM, 2021)

Advances in Mining Heterogeneous Healthcare Data. - Fenglong Ma; Muchao Ye; Junyu Luo 001; Cao Xiao; Jimeng Sun 001 (KDD, 2021)

ChartOCR: Data Extraction from Charts Images via a Deep Hybrid Framework. - Junyu Luo 001; Zekun Li; Jinpeng Wang 001; Chin-Yew Lin (WACV, 2021)

MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. - Muchao Ye; Suhan Cui; Yaqing Wang 001; Junyu Luo 001; Cao Xiao; Fenglong Ma (WWW, 2021)

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. - Muchao Ye; Junyu Luo 001; Guanjie Zheng; Cao Xiao; Ting Wang 006; Fenglong Ma (CoRR, 2021)

MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. - Muchao Ye; Junyu Luo 001; Guanjie Zheng; Cao Xiao; Houping Xiao; Ting Wang 006; Fenglong Ma (BIBM, 2022)

Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation. - Junyu Luo 001; Junxian Lin; Chi Lin 001; Cao Xiao; Xinning Gui; Fenglong Ma (COLING, 2022)

MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. - Suhan Cui; Junyu Luo 001; Muchao Ye; Jiaqi Wang 002; Ting Wang 006; Fenglong Ma (ICDM, 2022)

ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons. - Junyu Luo 001; Zhi Qiao 007; Lucas Glass; Cao Xiao; Fenglong Ma (CIKM, 2023)

pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data. - Junyu Luo 001; Cheng Qian 001; Xiaochen Wang 002; Lucas Glass; Fenglong Ma (CIKM, 2023)

Hierarchical Pretraining on Multimodal Electronic Health Records. - Xiaochen Wang 002; Junyu Luo 001; Jiaqi Wang 002; Ziyi Yin 003; Suhan Cui; Yuan Zhong 002; Yaqing Wang 001; Fenglong Ma (EMNLP, 2023)

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources. - Xiaochen Wang 002; Junyu Luo 001; Jiaqi Wang 002; Yuan Zhong 002; Xiaokun Zhang 001; Yaqing Wang 001; Parminder Bhatia; Cao Xiao; Fenglong Ma (ACL (1), 2024)

CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning. - Junyu Luo 001; Xiaochen Wang 002; Jiaqi Wang 002; Aofei Chang; Yaqing Wang 001; Fenglong Ma (LREC/COLING, 2024)

Zero-Resource Hallucination Prevention for Large Language Models. - Junyu Luo 001; Cao Xiao; Fenglong Ma (EMNLP (Findings), 2024)

Recent Advances in Predictive Modeling with Electronic Health Records. - Jiaqi Wang 002; Junyu Luo 001; Muchao Ye; Xiaochen Wang 002; Yuan Zhong 002; Aofei Chang; Guanjie Huang; Ziyi Yin 003; Cao Xiao; Jimeng Sun 001; Fenglong Ma (IJCAI, 2024)

Clinical Trial Retrieval via Multi-grained Similarity Learning. - Junyu Luo 001; Cheng Qian 001; Lucas Glass; Fenglong Ma (SIGIR, 2024)