| 2022 | ICLR | W-CTC: a Connectionist Temporal Classification Loss with Wild Cards. | Xingyu Cai, Jiahong Yuan, Yuchen Bian, Guangxu Xun, Jiaji Huang, Kenneth Church |
| 2021 | KDD | Knowledge-Guided Efficient Representation Learning for Biomedical Domain. | Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang |
| 2021 | KDD | A Stagewise Hyperparameter Scheduler to Improve Generalization. | Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang |
| 2020 | AAAI | EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks. | Jinduo Liu, Junzhong Ji, Guangxu Xun, Liuyi Yao, Mengdi Huai, Aidong Zhang |
| 2020 | KDD | Correlation Networks for Extreme Multi-label Text Classification. | Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang |
| 2019 | KDD | Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts. | Kishlay Jha, Guangxu Xun, Yaqing Wang, Aidong Zhang |
| 2018 | ICDM | Interpretable Word Embeddings for Medical Domain. | Kishlay Jha, Yaqing Wang, Guangxu Xun, Aidong Zhang |
| 2018 | ICDM | MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. | Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang |
| 2018 | KDD | Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution. | Kishlay Jha, Guangxu Xun, Yaqing Wang, Vishrawas Gopalakrishnan, Aidong Zhang |
| 2018 | KDD | EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. | Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, Jing Gao |
| 2017 | ICDM | Generating Medical Hypotheses Based on Evolutionary Medical Concepts. | Guangxu Xun, Kishlay Jha, Vishrawas Gopalakrishnan, Yaliang Li, Aidong Zhang |
| 2017 | ICDM | Wave2Vec: Learning Deep Representations for Biosignals. | Ye Yuan, Guangxu Xun, Qiuling Suo, Kebin Jia, Aidong Zhang |
| 2017 | IJCAI | A Correlated Topic Model Using Word Embeddings. | Guangxu Xun, Yaliang Li, Wayne Xin Zhao, Jing Gao, Aidong Zhang |
| 2017 | KDD | Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Contexts. | Guangxu Xun, Yaliang Li, Jing Gao, Aidong Zhang |
| 2016 | ICDM | Topic Discovery for Short Texts Using Word Embeddings. | Guangxu Xun, Vishrawas Gopalakrishnan, Fenglong Ma, Yaliang Li, Jing Gao, Aidong Zhang |
| 2012 | COLING | Latent Community Discovery with Network Regularization for Core Actors Clustering. | Guangxu Xun, Yujiu Yang, Liangwei Wang, Wenhuang Liu |