| 2025 | COLING | Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning. | Yukang Lin, Bingchen Zhong, Shuoran Jiang, Joanna Siebert, Qingcai Chen |
| 2025 | DASFAA | STPformer: Mutation-Aware Spatial-Temporal Pivotal Attention Networks for Transformer-Based Traffic Forecasting. | Hongyang Su, Chenyun Yu, Qingcai Chen, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Xiaolong Wang |
| 2024 | AAAI | Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks. | Junjie Chen, Jiahao Li, Chen Song, Bin Li, Qingcai Chen, Hongchang Gao, Wendy Hui Wang, Zenglin Xu, Xinghua Shi |
| 2024 | AAAI | TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement. | Yang Fan, Xiangping Wu, Qingcai Chen, Heng Li, Yan Huang, Zhixiang Cai, Qitian Wu |
| 2024 | AAAI | ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization. | Shuoran Jiang, Qingcai Chen, Youcheng Pan, Yang Xiang, Yukang Lin, Xiangping Wu, Chuanyi Liu, Xiaobao Song |
| 2024 | COLING | Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models. | Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, Yukang Lin |
| 2024 | ICONIP | PVEIN: A Pretrained Vertex Embedding Infer Network for Open-Domain Question Answer Scoring. | Kai Chen, Yingping Deng, Qingcai Chen, Dongfeng Li |
| 2023 | AAAI | A Neural Span-Based Continual Named Entity Recognition Model. | Yunan Zhang, Qingcai Chen |
| 2023 | CVPR | FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training. | Yunpeng Han, Lisai Zhang, Qingcai Chen, Zhijian Chen, Zhonghua Li, Jianxin Yang, Zhao Cao |
| 2023 | EMNLP | EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation. | Ying Xiong, Xin Yang, Linjing Liu, Ka-Chun Wong, Qingcai Chen, Yang Xiang, Buzhou Tang |
| 2023 | EMNLP | Controllable Contrastive Generation for Multilingual Biomedical Entity Linking. | Tiantian Zhu, Yang Qin, Qingcai Chen, Xin Mu, Changlong Yu, Yang Xiang |
| 2023 | ICCV | Foreground and Text-lines Aware Document Image Rectification. | Heng Li, Xiangping Wu, Qingcai Chen, Qianjin Xiang |
| 2023 | IJCNLP | Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval. | Nengzheng Jin, Dongfang Li, Junying Chen, Joanna Siebert, Qingcai Chen |
| 2022 | AAAI | Diaformer: Automatic Diagnosis via Symptoms Sequence Generation. | Junying Chen, Dongfang Li, Qingcai Chen, Wenxiu Zhou, Xin Liu |
| 2022 | AAAI | Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction. | Dongfang Li, Baotian Hu, Qingcai Chen, Tujie Xu, Jingcong Tao, Yunan Zhang |
| 2022 | ACL | CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. | Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen |
| 2022 | CIKM | Contrastive Label Correlation Enhanced Unified Hashing Encoder for Cross-modal Retrieval. | Hongfa Wu, Lisai Zhang, Qingcai Chen, Yimeng Deng, Joanna Siebert, Yunpeng Han, Zhonghua Li, Dejiang Kong, Zhao Cao |
| 2022 | COLING | Prompt-based Text Entailment for Low-Resource Named Entity Recognition. | Dongfang Li, Baotian Hu, Qingcai Chen |
| 2022 | EMNLP | Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates. | Dongfang Li, Baotian Hu, Qingcai Chen |
| 2022 | ICASSP | End-to-End ASR-Enhanced Neural Network for Alzheimer's Disease Diagnosis. | Jiancheng Gui, Yikai Li, Kai Chen, Joanna Siebert, Qingcai Chen |
| 2022 | IJCAI | Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. | Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang |
| 2022 | KDD | Medical Dialogue Response Generation with Pivotal Information Recalling. | Yu Zhao, Yunxin Li, Yuxiang Wu, Baotian Hu, Qingcai Chen, Xiaolong Wang, Yuxin Ding, Min Zhang |
| 2021 | ACL | Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning. | Shuoran Jiang, Qingcai Chen, Xin Liu, Baotian Hu, Lisai Zhang |
| 2021 | EMNLP | Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically. | Xin Liu, Qingcai Chen, Junying Chen, Wenxiu Zhou, Tingyu Liu, Xinlan Yang, Weihua Peng |
| 2021 | ICASSP | A Large-Scale Chinese Long-Text Extractive Summarization Corpus. | Kai Chen, Guanyu Fu, Qingcai Chen, Baotian Hu |
| 2021 | ICASSP | HCAG: A Hierarchical Context-Aware Graph Attention Model for Depression Detection. | Meng Niu, Kai Chen, Qingcai Chen, Lufeng Yang |
| 2021 | ICMI | Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization. | Lisai Zhang, Qingcai Chen, Joanna Siebert, Buzhou Tang |
| 2021 | ICONIP | FHTC: Few-Shot Hierarchical Text Classification in Financial Domain. | Anqi Wang, Qingcai Chen, Dongfang Li |
| 2020 | COLING | MedWriter: Knowledge-Aware Medical Text Generation. | Youcheng Pan, Qingcai Chen, Weihua Peng, Xiaolong Wang, Baotian Hu, Xin Liu, Junying Chen, Wenxiu Zhou |
| 2020 | EMNLP | Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text. | Dongfang Li, Baotian Hu, Qingcai Chen, Weihua Peng, Anqi Wang |
| 2020 | ICASSP | SED-MDD: Towards Sentence Dependent End-To-End Mispronunciation Detection and Diagnosis. | Yiqing Feng, Guanyu Fu, Qingcai Chen, Kai Chen |
| 2020 | ICASSP | Learning to Generate Diverse Questions from Keywords. | Youcheng Pan, Baotian Hu, Qingcai Chen, Yang Xiang, Xiaolong Wang |
| 2019 | AMIA | De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. | Buzhou Tang, Dehuan Jiang, Qingcai Chen, Xiaolong Wang, Jun Yan, Ying Shen |
| 2018 | COLING | LCQMC: A Large-scale Chinese Question Matching Corpus. | Xin Liu, Qingcai Chen, Chong Deng, Huajun Zeng, Jing Chen, Dongfang Li, Buzhou Tang |
| 2018 | EMNLP | The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification. | Jing Chen, Qingcai Chen, Xin Liu, Haijun Yang, Daohe Lu, Buzhou Tang |
| 2016 | AMIA | CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes. | Zengjian Liu, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Haodi Li, Junzhao Bu, Jingzhi Jiang, Qiwen Deng, Suisong Zhu |
| 2016 | COLING | Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF. | Yang Xiang, Xiaoqiang Zhou, Qingcai Chen, Zhihui Zheng, Buzhou Tang, Xiaolong Wang, Yang Qin |
| 2016 | ICMLC | Computational representation and annotation system for Cognitive Construction Grammar. | Kai Chen, Dong Huang, Qingcai Chen, Chao Zhang |
| 2015 | ACL | Context-Dependent Translation Selection Using Convolutional Neural Network. | Baotian Hu, Zhaopeng Tu, Zhengdong Lu, Hang Li, Qingcai Chen |
| 2015 | ACL | Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering. | Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Buzhou Tang, Xiaolong Wang |
| 2015 | AMIA | Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. | Buzhou Tang, Qingcai Chen, Xiaolong Wang, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hua Xu |
| 2015 | EMNLP | LCSTS: A Large Scale Chinese Short Text Summarization Dataset. | Baotian Hu, Qingcai Chen, Fangze Zhu |
| 2015 | ICONIP | Structural Regularity Exploration in Multidimensional Networks. | Yi Chen, Xiaolong Wang, Buzhou Tang, Junzhao Bu, Qingcai Chen, Xin Xiang |
| 2015 | ICONIP | An Auto-Encoder for Learning Conversation Representation Using LSTM. | Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Xiaolong Wang |
| 2014 | COLING | Hybrid Deep Belief Networks for Semi-supervised Sentiment Classification. | Shusen Zhou, Qingcai Chen, Xiaolong Wang, Xiaoling Li |
| 2014 | ICMLC | Extraction of Class Attributes from Online Encyclopedias. | Hongzhi Guo, Qingcai Chen, Chunxiao Sun |
| 2014 | ICMLC | User Input Classification for Chinese Question Answering System. | Yongshuai Hou, Xiaolong Wang, Qingcai Chen, Man Li, Cong Tan |
| 2014 | ICMLC | An Improved Method for Semantic Similarity Calculation Based on Stop-Words. | Haodi Li, Qingcai Chen, Xiaolong Wang |
| 2014 | ICMLC | A Chinese question answering system based on web search. | Zengjian Liu, Xiaolong Wang, Qingcai Chen, Yaoyun Zhang, Yang Xiang |
| 2013 | ICMLC | A combined measure for text semantic similarity. | Haodi Li, Qingcai Chen, Xiaolong Wang |
| 2013 | ICMLC | Discovering knowledge in Microblog based on naturally annotated web resources. | Shengyu Liu, Qingcai Chen, Shanshan Guan, Xiaolong Wang |
| 2013 | IJCNLP | Automatic Corpora Construction for Text Classification. | Dandan Wang, Qingcai Chen, Xiaolong Wang, Bingyang Yu |
| 2012 | CoNLL | A Mixed Deterministic Model for Coreference Resolution. | Bo Yuan, Qingcai Chen, Yang Xiang, Xiaolong Wang, Liping Ge, Zengjian Liu, Meng Liao, Xianbo Si |
| 2012 | DAS | An Empirical Evaluation on Online Chinese Handwriting Databases. | Shusen Zhou, Qingcai Chen, Xiaolong Wang, Zou Chen, Suqin Ao |
| 2011 | ICDAR | An Empirical Evaluation on HIT-OR3C Database. | Shusen Zhou, Qingcai Chen, Xiaolong Wang, Xinyi Guo, Hui Li |
| 2011 | ICMLC | A peer-to-peer based passive web crawling system. | Qingcai Chen, Xiao-Hong Yang, Xiaolong Wang |
| 2011 | ICONIP | Macro Features Based Text Categorization. | Dandan Wang, Qingcai Chen, Xiaolong Wang, Buzhou Tang |
| 2011 | ICONIP | Dynamic Template Based Online Event Detection. | Dandan Wang, Qingcai Chen, Xiaolong Wang, Jiacai Weng |
| 2011 | Interspeech | Deep Belief Networks for Automatic Music Genre Classification. | Xiaohong Yang, Qingcai Chen, Shusen Zhou, Xiaolong Wang |
| 2010 | COLING | Active Deep Networks for Semi-Supervised Sentiment Classification. | Shusen Zhou, Qingcai Chen, Xiaolong Wang |
| 2010 | DAS | HIT-OR3C: an opening recognition corpus for Chinese characters. | Shusen Zhou, Qingcai Chen, Xiaolong Wang |
| 2010 | ICIP | Discriminative Deep Belief Networks for image classification. | Shusen Zhou, Qingcai Chen, Xiaolong Wang |
| 2010 | ICMLC | Online topic detection and tracking of financial news based on hierarchical clustering. | Xiang-Ying Dai, Qingcai Chen, Xiaolong Wang, Jun Xu |
| 2010 | ICMLC | One-class classification models for financial industry information recommendation. | Jun Xu, Qingcai Chen, Xiaolong Wang, Zhongyu Wei |
| 2010 | ICMLC | Dictionary based inverted index for music information retrieval. | Xiao-Hong Yang, Qingcai Chen, Xiaolong Wang |
| 2010 | ICMLC | Semantic annotation based financial web information reorganization. | Bo Yuan, Qingcai Chen, Xiaolong Wang, Li-Bo Liu |
| 2010 | ICONIP | Reranking for Stacking Ensemble Learning. | Buzhou Tang, Qingcai Chen, Xuan Wang, Xiaolong Wang |
| 2010 | ICPR | Deep Quantum Networks for Classification. | Shusen Zhou, Qingcai Chen, Xiaolong Wang |
| 2009 | SMC | STRank: A SiteRank Algorithm Using Semantic Relevance and Time Frequency. | Hongzhi Guo, Qingcai Chen, Xiaolong Wang, Zhiyong Wang, Yonghui Wu |
| 2009 | SMC | Text Clustering Approach Based on Maximal Frequent Term Sets. | Chong Su, Qingcai Chen, Xiaolong Wang, Xianjun Meng |
| 2008 | Interspeech | Adaptive filter based prosody modification approach. | Qingcai Chen, Shusen Zhou, Dandan Wang, Xiaohong Yang |
| 2008 | ISDA | A Stressed Syllable Labeling Approach Using Fractal Dimensions. | Qingcai Chen, Dandan Wang, Xiaolong Wang |
| 2008 | SMC | Semantic feature reduction in chinese document clustering. | Xianjun Meng, Qingcai Chen, Xiaolong Wang |
| 2008 | SMC | Basic semantic units based web page content extraction. | Jingqi Wang, Qingcai Chen, Xiaolong Wang, Hongzhi Guo |
| 2007 | SMC | Improving web search ranking by incorporating summarization. | Xianjun Meng, Qingcai Chen, Xiaolong Wang, Xiao-Hong Yang |
| 2005 | ICMLC | Combination of Multiple Nearest Neighbor Classifiers Based on Feature Subset Clustering Method. | Li-Juan Wang, Qiang Hua, Xiaolong Wang, Qingcai Chen |