| 2026 | AAAI | ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness. | Mingjie Zhang, Xiaoling Zhou, Yuxiao Luo, Yiyu Liu, Shikun Zhang, Wei Ye |
| 2026 | ACL | LeLoRA: Learnable Low-Rank Adaptation of Large Language Models. | Xiaoling Zhou, Mingjie Zhang, Zhemg Lee, Wei Ye, Shikun Zhang |
| 2025 | AAAI | Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning. | Xiaoling Zhou, Ou Wu, Nan Yang |
| 2025 | CVPR | All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising. | Xiaoling Zhou, Zhemg Lee, Wei Ye, Rui Xie, Wenbo Zhang, Guanju Peng, Zongze Li, Shikun Zhang |
| 2025 | ICLR | HaDeMiF: Hallucination Detection and Mitigation in Large Language Models. | Xiaoling Zhou, Mingjie Zhang, Zhemg Lee, Wei Ye, Shikun Zhang |
| 2025 | IJCAI | Robustness to Spurious Correlations via Dynamic Knowledge Transfer. | Xiaoling Zhou, Wei Ye, Zhemg Lee, Shikun Zhang |
| 2025 | WSDM | Neo-TKGC: Enhancing Temporal Knowledge Graph Completion with Integrated Node Weights and Future Information. | Zihan Qiu, Xiaoling Zhou, Chunyan An, Qiang Yang, Zhixu Li |
| 2024 | ACL | Enhancing In-Context Learning via Implicit Demonstration Augmentation. | Xiaoling Zhou, Wei Ye, Yidong Wang, Chaoya Jiang, Zhemg Lee, Rui Xie, Shikun Zhang |
| 2024 | IJCAI | Boosting Model Resilience via Implicit Adversarial Data Augmentation. | Xiaoling Zhou, Wei Ye, Zhemg Lee, Rui Xie, Shikun Zhang |
| 2023 | AAAI | Combining Adversaries with Anti-adversaries in Training. | Xiaoling Zhou, Nan Yang, Ou Wu |
| 2020 | AAAI | A Recurrent Model for Collective Entity Linking with Adaptive Features. | Xiaoling Zhou, Yukai Miao, Wei Wang, Jianbin Qin |
| 2019 | AAAI | Antonym-Synonym Classification Based on New Sub-Space Embeddings. | Muhammad Asif Ali, Yifang Sun, Xiaoling Zhou, Wei Wang, Xiang Zhao |
| 2019 | ISKE | Natural Language-to-SQL Based on Relationship Extraction. | Wenjun Wan, Quansheng Dou, Xiaoling Zhou, Ping Jiang, Bin Zhang |
| 2018 | PAKDD | A CRF-Based Stacking Model with Meta-features for Named Entity Recognition. | Shifeng Liu, Yifang Sun, Wei Wang, Xiaoling Zhou |
| 2016 | ADC | An Index-Based Method for Efficient Maximizing Range Sum Queries in Road Network. | Xiaoling Zhou, Wei Wang |
| 2016 | DEXA | General Purpose Index-Based Method for Efficient MaxRS Query. | Xiaoling Zhou, Wei Wang, Jianliang Xu |
| 2015 | ISKE | Reverse Triple I Algorithms Based on Schweizer-Sklar Interval-Valued t-Norms. | Minxia Luo, Xiaoling Zhou |
| 2013 | APWEB | Improved Spatial Keyword Search Based on IDF Approximation. | Xiaoling Zhou, Yifei Lu, Yifang Sun, Muhammad Aamir Cheema |
| 2013 | EDBT | Trie-based similarity search and join. | Jianbin Qin, Xiaoling Zhou, Wei Wang, Chuan Xiao |