| 2026 | WWW | Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs. | Xiaofei Zhu, Jinfei Chen, Feiyang Yuan, Zhou Yang |
| 2025 | CIKM | Fine-Grained Emotion Recognition via In-Context Learning. | Zhaochun Ren, Zhou Yang, Chenglong Ye, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao |
| 2025 | KDD | Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples Augmentation. | Lei Wang, Shanshan Huang, Chunyuan Zheng, Jun Liao, Xiaofei Zhu, Haoxuan Li, Li Liu |
| 2024 | ACL | An Iterative Associative Memory Model for Empathetic Response Generation. | Zhou Yang, Zhaochun Ren, Yufeng Wang, Haizhou Sun, Chao Chen, Xiaofei Zhu, Xiangwen Liao |
| 2023 | EMNLP | Exploiting Emotion-Semantic Correlations for Empathetic Response Generation. | Zhou Yang, Zhaochun Ren, Yufeng Wang, Xiaofei Zhu, Zhihao Chen, Tiecheng Cai, Yunbing Wu, Yisong Su, Sibo Ju, Xiangwen Liao |
| 2022 | IJCAI | MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities. | Yuanzheng Wang, Xueqi Cheng, Yixing Fan, Xiaofei Zhu, Huasheng Liang, Qiang Yan, Jiafeng Guo |
| 2020 | CIKM | TweetsCOV19 - A Knowledge Base of Semantically Annotated Tweets about the COVID-19 Pandemic. | Dimitar Dimitrov, Erdal Baran, Pavlos Fafalios, Ran Yu, Xiaofei Zhu, Matthus Zloch, Stefan Dietze |
| 2018 | CIKM | Multiple Manifold Regularized Sparse Coding for Multi-View Image Clustering. | Xiaofei Zhu, Khoi Duy Vo, Jiafeng Guo, Jiangwu Long |
| 2015 | SIGIR | A Time-aware Random Walk Model for Finding Important Documents in Web Archives. | Tu Ngoc Nguyen, Nattiya Kanhabua, Claudia Niedere, Xiaofei Zhu |
| 2014 | SIGIR | NicePic!: a system for extracting attractive photos from flickr streams. | Sergej Zerr, Stefan Siersdorfer, Jos San Pedro, Jonathon S. Hare, Xiaofei Zhu |
| 2014 | SIGIR | An adaptive teleportation random walk model for learning social tag relevance. | Xiaofei Zhu, Wolfgang Nejdl, Mihai Georgescu |
| 2013 | ECIR | Recommending High Utility Query via Session-Flow Graph. | Xiaofei Zhu, Jiafeng Guo, Xueqi Cheng, Yanyan Lan, Wolfgang Nejdl |
| 2012 | CIKM | More than relevance: high utility query recommendation by mining users' search behaviors. | Xiaofei Zhu, Jiafeng Guo, Xueqi Cheng, Yanyan Lan |
| 2011 | CIKM | Intent-aware query similarity. | Jiafeng Guo, Xueqi Cheng, Gu Xu, Xiaofei Zhu |
| 2011 | WWW | A unified framework for recommending diverse and relevant queries. | Xiaofei Zhu, Jiafeng Guo, Xueqi Cheng, Pan Du, Huawei Shen |
| 2007 | ICNC | Optimization of the Trade-Off by Artificially Re-sampling for Ensemble Learning. | Xiaofei Zhu, Jianmin Zhong, Lixia Zhuo |