| 2022 | CIKM | Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | CIKM | Confidence-Guided Learning Process for Continuous Classification of Time Series. | Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | IJCAI | Hypergraph Structure Learning for Hypergraph Neural Networks. | Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | SDM | Hypergraph Contrastive Learning for Electronic Health Records. | Derun Cai, Chenxi Sun, Moxian Song, Baofeng Zhang, Shenda Hong, Hongyan Li |
| 2022 | SDM | GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization. | Yen-hsiu Chou, Shenda Hong, Chenxi Sun, Derun Cai, Moxian Song, Hongyan Li |
| 2021 | IJCAI | TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data. | Chenxi Sun, Shenda Hong, Moxian Song, Yen-hsiu Chou, Yongyue Sun, Derun Cai, Hongyan Li |