| 2026 | ACL | D-Artemis: A Deliberative Cognitive Framework for Mobile GUI Multi-Agents. | Hongze Mi, Yibo Feng, Wenjie Lu, Yuqi Wang, Jinyuan Li, Song Cao, He Cui, Tengfei Tian, Xuelin Zhang, Haotian Luo, Di Sun, Jun Fang, Hua Chai, Naiqiang Tan, Gang Pan |
| 2026 | PAKDD | LLM-SATPOI: A Semantic-Aligned Large Language Model with Temporal Modeling for Next POI Recommendation. | Xuelin Zhang, Meng Zhang, Xiangyang Luo |
| 2025 | CIKM | Interpretable Meta-weighting Sparse Neural Additive Networks for Datasets with Label Noise and Class Imbalance. | Xuelin Zhang, Hong Chen, Lingjuan Wu |
| 2025 | ICML | On the Generalization Ability of Next-Token-Prediction Pretraining. | Zhihao Li, Xue Jiang, Liyuan Liu, Xuelin Zhang, Hong Chen, Feng Zheng |
| 2025 | ICPADS | Interpretable Bilevel Additive Taylor Model for Datasets with Noisy Labels and Imbalanced Classes. | Wenxing Zhou, Chao Xu, Lian Peng, Xuelin Zhang |
| 2025 | ICPADS | Pairwise Generalized Importance Weighting for Metric Learning Under Distribution Shift. | Richeng Zhou, Xuelin Zhang, Hong Chen, Weifu Li, Liyuan Liu |
| 2024 | ICDM | Generalized Sparse Additive Model with Unknown Link Function. | Peipei Yuan, Xinge You, Hong Chen, Xuelin Zhang, Qinmu Peng |
| 2024 | IJCAI | Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization. | Xuelin Zhang, Hong Chen, Bin Gu, Tieliang Gong, Feng Zheng |
| 2024 | IJCNN | Improved Concentration Bound for CVaR. | Peng Sima, Hao Deng, Xuelin Zhang, Hong Chen |
| 2023 | AAAI | Stepdown SLOPE for Controlled Feature Selection. | Jingxuan Liang, Xuelin Zhang, Hong Chen, Weifu Li, Xin Tang |
| 2023 | CVPR | Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. | Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge |
| 2023 | ICCAD | Automated Hardware Trojan Detection at LUT Using Explainable Graph Neural Networks. | Lingjuan Wu, Hao Su, Xuelin Zhang, Yu Tai, Han Li, Wei Hu |
| 2022 | AAAI | Learning Network Architecture for Open-Set Recognition. | Xuelin Zhang, Xuelian Cheng, Donghao Zhang, C. Paul Bonnington, Zongyuan Ge |
| 2012 | APSEC | Query by Drawing Examples of UML Model. | Xuelin Zhang, Tian Zhang, Xuandong Li |
| 2003 | IGARSS | Analysis on agro-ecological landscape pattern in Phaeozem land area in Northeast China. | Yanfen He, Bai Zhang, Xuelin Zhang, Chaoqun Ma |