| Issue Date | Title | Author(s) |
| Dec-2021 | Adversarial parameter defense by multi-step risk minimization | Zhang, Zhiyuan; Luo, Ruixuan; Ren, Xuancheng; Su, Qi; Li, Liangyou; Sun, Xu |
| 2021 | Collaborative Group Learning | Feng, Shaoxiong; Chen, Hongshen; Ren, Xuancheng; Ding, Zhuoye; Li, Kan; Sun, Xu |
| 2018 | Cross-Domain and Semisupervised Named Entity Recognition in Chinese Social Media: A Unified Model | Xu, Jingjing; He, Hangfeng; Sun, Xu; Ren, Xuancheng; Li, Sujian |
| Jun-2021 | DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention | Liu, Fenglin; Wu, Xian; Ge, Shen; Ren, Xuancheng; Fan, Wei; Sun, Xu; Zou, Yuexian |
| 2021 | Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption | Sun, Xu; Zhang, Zhiyuan; Ren, Xuancheng; Luo, Ruixuan; Li, Liangyou |
| 2018 | A hierarchical end-to-end model for jointly improving text summarization and sentiment classification | Ma, Shuming; Sun, Xu; Lin, Junyang; Ren, Xuancheng |
| 2022 | Hierarchical Inductive Transfer for Continual Dialogue Learning | Feng, Shaoxiong; Ren, Xuancheng; Li, Kan; Sun, Xu |
| 2019 | A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer | Wu, Chen; Ren, Xuancheng; Luo, Fuli; Sun, Xu |
| 20-Nov-2020 | Memorized sparse backpropagation | Zhang, Zhiyuan; Yang, Pengcheng; Ren, Xuancheng; Su, Qi; Sun, Xu |
| 2021 | Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation | Feng, Shaoxiong; Ren, Xuancheng; Li, Kan; Sun, Xu |
| 2021 | Rethinking Denoised Auto-Encoding in Language Pre-Training | Luo, Fuli; Yang, Pengcheng; Li, Shicheng; Ren, Xuancheng; Sun, Xu; Huang, Songfang; Huang, Fei |
| 2019 | Towards easier and faster sequence labeling for natural language processing: A search-based probabilistic online learning framework (SAPO) | Sun, Xu; Ma, Shuming; Zhang, Yi; Ren, Xuancheng |
| 2021 | Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? | Ren, Xuancheng; Sun, Xu; Wang, Houfeng; Liu, Qun |
| 1-Feb-2020 | Training Simplification and Model Simplification for Deep Learning : A Minimal Effort Back Propagation Method | Sun, Xu; Ren, Xuancheng; Ma, Shuming; Wei, Bingzhen; Li, Wei; Xu, Jingjing; Wang, Houfeng; Zhang, Yi |
| 2018 | Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method | Sun, Xu; Ren, Xuancheng; Ma, Shuming; Wei, Bingzhen; Li, Wei; Xu, Jingjing; Wang, Houfeng; Zhang, Yi |
| 2018 | Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach | Xu, Jingjing; Sun, Xu; Zeng, Qi; Ren, Xuancheng; Zhang, Xiaodong; Wang, Houfeng; Li, Wenjie |
| 2022 | Well-Classified Examples are Underestimated in Classification with Deep Neural Networks | Zhao, Guangxiang; Yang, Wenkai; Ren, Xuancheng; Li, Lei; Wu, Yunfang; Sun, Xu |
