| 2024 | AAAI | Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding. | Zhiqiang Chen, Yang Chen, Xiaolong Zou, Shan Yu |
| 2024 | AAAI | DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems. | Bowen Wang, Chen Liang, Jiaze Wang, Jiezhong Qiu, Furui Liu, Shaogang Hao, Dong Li, Guangyong Chen, Xiaolong Zou, Pheng-Ann Heng |
| 2024 | ICML | Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing. | Xiaolong Zou, Xingxing Cao, Xiaojiao Yang, Bo Hong |
| 2021 | ICONIP | A Just-In-Time Compilation Approach for Neural Dynamics Simulation. | Chaoming Wang, Yingqian Jiang, Xinyu Liu, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Si Wu |
| 2020 | ECCV | An Attention-Driven Two-Stage Clustering Method for Unsupervised Person Re-identification. | Zilong Ji, Xiaolong Zou, Xiaohan Lin, Xiao Liu, Tiejun Huang, Si Wu |
| 2018 | ICONIP | Neural Information Processing in Hierarchical Prototypical Networks. | Zilong Ji, Xiaolong Zou, Xiao Liu, Tiejun Huang, Yuanyuan Mi, Si Wu |
| 2018 | ICONIP | Learning, Storing, and Disentangling Correlated Patterns in Neural Networks. | Xiaolong Zou, Zilong Ji, Xiao Liu, Tiejun Huang, Yuanyuan Mi, Dahui Wang, Si Wu |
| 2017 | ICONIP | Learning a Continuous Attractor Neural Network from Real Images. | Xiaolong Zou, Zilong Ji, Xiao Liu, Yuanyuan Mi, K. Y. Michael Wong, Si Wu |