| 2026 | KSEM | Clinically Consistent Ordinal Learning for Early Pneumoconiosis Diagnosis. | Binglu Wang, Jingyi Cui, Le Yang |
| 2025 | ICLR | Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness. | Qi Zhang, Yifei Wang, Jingyi Cui, Xiang Pan, Qi Lei, Stefanie Jegelka, Yisen Wang |
| 2025 | ICML | An Augmentation-Aware Theory for Self-Supervised Contrastive Learning. | Jingyi Cui, Hongwei Wen, Yisen Wang |
| 2023 | AsiaCCS | IGA : An Improved Genetic Algorithm to Construct Weightwise (Almost) Perfectly Balanced Boolean Functions with High Weightwise Nonlinearity. | Lili Yan, Jingyi Cui, Jian Liu, Guangquan Xu, Lidong Han, Alireza Jolfaei, Xi Zheng |
| 2023 | ICA3PP | GDTM: Gaussian Differential Trust Mechanism for Optimal Recommender System. | Lixiao Gong, Guangquan Xu, Jingyi Cui, Xiao Wang, Shihui Fu, Xi Zheng, Shaoying Liu |
| 2023 | ICML | Rethinking Weak Supervision in Helping Contrastive Learning. | Jingyi Cui, Weiran Huang, Yifei Wang, Yisen Wang |
| 2021 | HCI | From Text to Image: Image Application and Design Transformation of Traditional Cultural IP Resources - A Case Study of the Classic of Mountains and Seas. | Jie Zhou, Jingyi Cui |
| 2021 | ICML | GBHT: Gradient Boosting Histogram Transform for Density Estimation. | Jingyi Cui, Hanyuan Hang, Yisen Wang, Zhouchen Lin |
| 2021 | ICML | Leveraged Weighted Loss for Partial Label Learning. | Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, Zhouchen Lin |