| 2026 | ACL | Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula. | Zhihao Shuai, Yiyun Chen, Maolin Ma, Yutong Chen, Hanjia Qiu, Jing Xu, Ziye Chen, Weikai Yang |
| 2025 | VINCI | The Rhythms & Materialities of Contemporary Urban Nightlife in China: Approaching Everyday Culture Through Creative Media. | Ziye Chen, Marcel Zaes Sagesser, Enza Migliore |
| 2023 | ICCV | Generating Dynamic Kernels via Transformers for Lane Detection. | Ziye Chen, Yu Liu, Mingming Gong, Bo Du, Guoqi Qian, Kate Smith-Miles |
| 2021 | ACL | Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference. | Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie |
| 2021 | ICCV | Not All Operations Contribute Equally: Hierarchical Operation-adaptive Predictor for Neural Architecture Search. | Ziye Chen, Yibing Zhan, Baosheng Yu, Mingming Gong, Bo Du |
| 2020 | AAAI | Compressed Self-Attention for Deep Metric Learning. | Ziye Chen, Mingming Gong, Yanwu Xu, Chaohui Wang, Kun Zhang, Bo Du |
| 2020 | ACL | Neural Mixed Counting Models for Dispersed Topic Discovery. | Jiemin Wu, Yanghui Rao, Zusheng Zhang, Haoran Xie, Qing Li, Fu Lee Wang, Ziye Chen |
| 2020 | IJCAI | Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation. | Ziye Chen, Mingming Gong, Lingjuan Ge, Bo Du |