| 2026 | ACL | LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries. | Xuancheng Ren, Shijing Hu, Zhihui Lu, Jiangqi Huang, Qiang Duan |
| 2025 | ICLR | Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. | Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang |
| 2023 | ACL | Transferring General Multimodal Pretrained Models to Text Recognition. | Junyang Lin, Xuancheng Ren, Yichang Zhang, Gao Liu, Peng Wang, An Yang, Chang Zhou |
| 2023 | ACL | Delving into the Openness of CLIP. | Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun |
| 2022 | AAAI | Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks. | Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun |
| 2022 | ACL | Hierarchical Inductive Transfer for Continual Dialogue Learning. | Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun |
| 2022 | EMNLP | From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models. | Lei Li, Yankai Lin, Xuancheng Ren, Guangxiang Zhao, Peng Li, Jie Zhou, Xu Sun |
| 2022 | IJCAI | Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. | Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun |
| 2021 | AAAI | Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption. | Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li |
| 2021 | AAAI | Collaborative Group Learning. | Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun |
| 2021 | AAAI | Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation. | Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun |
| 2021 | AAAI | Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? | Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu |
| 2021 | ACL | O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. | Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun |
| 2021 | EMNLP | Rethinking Denoised Auto-Encoding in Language Pre-Training. | Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang |
| 2021 | NAACL | A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models. | Kaiyuan Liao, Yi Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He |
| 2021 | NAACL | Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models. | Wenkai Yang, Lei Li, Zhiyuan Zhang, Xuancheng Ren, Xu Sun, Bin He |
| 2021 | NAACL | Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects. | Zhiyuan Zhang, Xuancheng Ren, Qi Su, Xu Sun, Bin He |
| 2020 | COLING | Rethinking Skip Connection with Layer Normalization. | Fenglin Liu, Xuancheng Ren, Zhiyuan Zhang, Xu Sun, Yuexian Zou |
| 2020 | EMNLP | Regularizing Dialogue Generation by Imitating Implicit Scenarios. | Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun |
| 2019 | ACL | A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. | Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun |
| 2019 | IJCAI | Exploring and Distilling Cross-Modal Information for Image Captioning. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun |
| 2019 | NAACL | Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. | Guangxiang Zhao, Jingjing Xu, Qi Zeng, Xuancheng Ren, Xu Sun |
| 2018 | ACL | Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. | Jingjing Xu, Xu Sun, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, Wenjie Li |
| 2018 | COLING | Deconvolution-Based Global Decoding for Neural Machine Translation. | Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su |
| 2018 | COLING | Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? | Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren |
| 2018 | EMNLP | Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation. | Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su |
| 2018 | EMNLP | simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun |
| 2018 | EMNLP | Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation. | Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun |
| 2018 | EMNLP | A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. | Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun |
| 2018 | IJCAI | A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification. | Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren |
| 2018 | LREC | Building an Ellipsis-aware Chinese Dependency Treebank for Web Text. | Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang |
| 2018 | NAACL | Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. | Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren |
| 2018 | NAACL | Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text. | Ji Wen, Xu Sun, Xuancheng Ren, Qi Su |
| 2017 | ICML | meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. | Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang |