| 2025 | ICLR | LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning. | Zhekai Du, Yinjie Min, Jingjing Li, Ke Lu, Changliang Zou, Liuhua Peng, Tingjin Chu, Mingming Gong |
| 2025 | ICLR | Error-quantified Conformal Inference for Time Series. | Junxi Wu, Dongjian Hu, Yajie Bao, Shu-Tao Xia, Changliang Zou |
| 2025 | ICLR | Conditional Testing based on Localized Conformal p-values. | Xiaoyang Wu, Lin Lu, Zhaojun Wang, Changliang Zou |
| 2025 | ICML | Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach. | Qian Peng, Yajie Bao, Haojie Ren, Zhaojun Wang, Changliang Zou |
| 2025 | ICML | e-GAI: e-value-based Generalized α-Investing for Online False Discovery Rate Control. | Yifan Zhang, Zijian Wei, Haojie Ren, Changliang Zou |
| 2024 | AAAI | Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation. | Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou |
| 2024 | ICML | ByMI: Byzantine Machine Identification with False Discovery Rate Control. | Chengde Qian, Mengyuan Wang, Haojie Ren, Changliang Zou |