| 2025 | AAAI | PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection. | Xiaoran Xu, Jiangang Yang, Wenhui Shi, Siyuan Ding, Luqing Luo, Jian Liu |
| 2025 | EMNLP | LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment. | Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng |
| 2020 | ICLR | Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning. | Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng |
| 2020 | WSDM | Distilling Structured Knowledge into Embeddings for Explainable and Accurate Recommendation. | Yuan Zhang, Xiaoran Xu, Hanning Zhou, Yan Zhang |
| 2018 | CC | PAYJIT: space-optimal JIT compilation and its practical implementation. | Jacob Brock, Chen Ding, Xiaoran Xu, Yan Zhang |
| 2018 | ICCS | Efficient Characterization of Hidden Processor Memory Hierarchies. | Keith D. Cooper, Xiaoran Xu |
| 2018 | RecSys | Hulu video recommendation: from relevance to reasoning. | Xiaoran Xu, Laming Chen, Songpeng Zu, Hanning Zhou |
| 2014 | SEKE | Testing as an Investment. | Xiaoran Xu, Chunrong Fang, Qing Wu, Jia Liu, Zhenyu Chen |
| 2011 | ICDM | BibClus: A Clustering Algorithm of Bibliographic Networks by Message Passing on Center Linkage Structure. | Xiaoran Xu, Zhi-Hong Deng |
| 2010 | ADMA | An Efficient Algorithm for Mining Erasable Itemsets. | Zhi-Hong Deng, Xiaoran Xu |