| 2026 | WACV | Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression. | Yuliang Cai, Dongqiangzi Ye, Zitian Chen, Chongruo Wu |
| 2023 | APWEB | HoME: Homogeneity-Mining-Based Embedding Towards Detecting Illicit Transactions on Bitcoin. | Zitian Chen, Guang Li, Danyang Xiao, Weigang Wu, Jieying Zhou |
| 2023 | CVPR | Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners. | Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik G. Learned-Miller, Chuang Gan |
| 2023 | CVPR | Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention. | Mingyu Ding, Yikang Shen, Lijie Fan, Zhenfang Chen, Zitian Chen, Ping Luo, Joshua B. Tenenbaum, Chuang Gan |
| 2021 | CVPR | Shot in the Dark: Few-Shot Learning With No Base-Class Labels. | Zitian Chen, Subhransu Maji, Erik G. Learned-Miller |
| 2021 | ICLR | Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study. | Zhiqiang Shen, Zechun Liu, Dejia Xu, Zitian Chen, Kwang-Ting Cheng, Marios Savvides |
| 2019 | AAAI | Image Block Augmentation for One-Shot Learning. | Zitian Chen, Yanwei Fu, Kaiyu Chen, Yu-Gang Jiang |
| 2019 | CVPR | Image Deformation Meta-Networks for One-Shot Learning. | Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert |
| 2018 | CVPR | Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines. | Shuqin Xie, Zitian Chen, Chao Xu, Cewu Lu |