| 2025 | ACL | CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. | Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin |
| 2025 | EMNLP | Knowledge-Augmented Question Error Correction for Chinese Question Answer System with QuestionRAG. | Longpeng Qiu, Ting Li, Shuai Mao, Nan Yang, Xiaohui Yan |
| 2022 | ICONIP | Variance Reduction for Deep Q-Learning Using Stochastic Recursive Gradient. | Haonan Jia, Xiao Zhang, Jun Xu, Wei Zeng, Hao Jiang, Xiaohui Yan |
| 2020 | AAAI | Convolutional Hierarchical Attention Network for Query-Focused Video Summarization. | Shuwen Xiao, Zhou Zhao, Zijian Zhang, Xiaohui Yan, Min Yang |
| 2020 | AAAI | Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding. | Linhao Zhang, Dehong Ma, Xiaodong Zhang, Xiaohui Yan, Houfeng Wang |
| 2019 | AAAI | An Integral Tag Recommendation Model for Textual Content. | Shijie Tang, Yuan Yao, Suwei Zhang, Feng Xu, Tianxiao Gu, Hanghang Tong, Xiaohui Yan, Jian Lu |
| 2019 | AAAI | Hashtag Recommendation for Photo Sharing Services. | Suwei Zhang, Yuan Yao, Feng Xu, Hanghang Tong, Xiaohui Yan, Jian Lu |
| 2019 | ACL | Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering. | Peng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan, Jiajun Chen |
| 2019 | CIKM | Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System. | Ye Liu, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu |
| 2018 | EMNLP | Zero-shot User Intent Detection via Capsule Neural Networks. | Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip S. Yu |
| 2018 | NAACL | Abstract Meaning Representation for Paraphrase Detection. | Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang |
| 2017 | ICONIP | Disturbance Observer Based Optimal Attitude Control of NSV Using \theta -D Method. | Rongsheng Xia, Qingxian Wu, Xiaohui Yan |
| 2016 | CIKM | Ease the Process of Machine Learning with Dataflow. | Tianyou Guo, Jun Xu, Xiaohui Yan, Jianpeng Hou, Ping Li, Zhaohui Li, Jiafeng Guo, Xueqi Cheng |
| 2015 | AAAI | A Probabilistic Model for Bursty Topic Discovery in Microblogs. | Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng |
| 2013 | WWW | A biterm topic model for short texts. | Xiaohui Yan, Jiafeng Guo, Yanyan Lan, Xueqi Cheng |
| 2013 | SDM | Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix. | Xueqi Cheng, Jiafeng Guo, Shenghua Liu, Yanfeng Wang, Xiaohui Yan |
| 2012 | CEC | Multi-hive artificial bee colony algorithm for constrained multi-objective optimization. | Hao Zhang, Yunlong Zhu, Xiaohui Yan |
| 2012 | CIKM | Clustering short text using Ncut-weighted non-negative matrix factorization. | Xiaohui Yan, Jiafeng Guo, Shenghua Liu, Xueqi Cheng, Yanfeng Wang |
| 2011 | CIKM | Context-aware query recommendation by learning high-order relation in query logs. | Xiaohui Yan, Jiafeng Guo, Xueqi Cheng |
| 2011 | HIS | A Hybrid Artificial Bee Colony algorithm for numerical function optimization. | Xiaohui Yan, Yunlong Zhu, Wenping Zou |