| 2026 | AAAI | FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction. | Xiean Wang, Pin Chen, Liqin Tan, Yutong Lu, Qingsong Zou |
| 2026 | KDD | SmartGen: Synthesizing Context-Aware User Behavior Data for Adaptive Smart Home Intelligence. | Zhiyao Xu, Dan Zhao, Qingsong Zou, Qing Li, Yong Jiang, Yuhang Wang, Jingyu Xiao |
| 2025 | ACL | QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language. | Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang |
| 2025 | ICNP | ARTEMIS: Adaptive Reweighing for Transferable Evasion via Meta-learning in Zero-Query Network Intrusion Detection Systems. | Lei Wang, Qingsong Zou, Qing Li, Jianping Zhang, Yong Jiang |
| 2025 | IJCAI | CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics. | Menghan Liu, Jianhuan Cen, Ziyang Zhou, Haolong Fan, Hongji Li, Ping Wei, Guohang Peng, Changye He, Yuzhe Qin, Yutong Lu, Qingsong Zou |
| 2024 | IJCAI | PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs. | Ping Wei, Menghan Liu, Jianhuan Cen, Ziyang Zhou, Liao Chen, Qingsong Zou |
| 2024 | KDD | Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask. | Jingyu Xiao, Zhiyao Xu, Qingsong Zou, Qing Li, Dan Zhao, Dong Fang, Ruoyu Li, Wenxin Tang, Kang Li, Xudong Zuo, Penghui Hu, Yong Jiang, Zixuan Weng, Michael R. Lyu |
| 2023 | MICCAI | Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases. | Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang |
| 2021 | ISPA | An Adaptive Time Stepping Algorithm and Its Application to Platelet Aggregation Simulation. | Weicai Ye, Hao Wu, Zhijun Tan, Qingsong Zou |
| 2021 | PDCAT | A Molecular Dynamics Based Multi-scale Platelet Aggregation Model and Its High-Throughput Simulation. | Zhipeng Xu, Qingsong Zou |
| 2019 | IJCAI | Variational Graph Embedding and Clustering with Laplacian Eigenmaps. | Zitai Chen, Chuan Chen, Zong Zhang, Zibin Zheng, Qingsong Zou |