| 2026 | ACL | Think Less, Know More: State-Aware Reasoning Compression with Knowledge Guidance for Efficient Reasoning. | Yi Sui, Chaozhuo Li, Dawei Song |
| 2026 | EACL | Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems. | Kin Kwan Leung, Mouloud Belbahri, Yi Sui, Alex Labach, Xueying Zhang, Stephen Rose, Jesse C. Cresswell |
| 2025 | EMNLP | Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge. | Yi Sui, Chaozhuo Li, Chen Zhang, Dawei Song, Qiuchi Li |
| 2025 | ICLR | Conformal Prediction Sets Can Cause Disparate Impact. | Jesse C. Cresswell, Bhargava Kumar, Yi Sui, Mouloud Belbahri |
| 2025 | SIGIR | Response Quality Assessment for Retrieval-Augmented Generation via Conditional Conformal Factuality. | Naihe Feng, Yi Sui, Shiyi Hou, Jesse C. Cresswell, Ga Wu |
| 2024 | ICLR | Self-supervised Representation Learning from Random Data Projectors. | Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs |
| 2024 | ICML | Conformal Prediction Sets Improve Human Decision Making. | Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Nol Vouitsis |
| 2024 | IGARSS | A Long-Term Joint Multi-Image Computerized Ionospheric Tomography Method Based on GEO SAR System. | Yi Sui, Xichao Dong, Yuanhao Li, Zhiyang Chen, Cheng Hu |
| 2024 | IGARSS | Multi-Band Weather Radar Polarization Information Conversion and Data Consistency Verification Based on Neural Network. | Shuo Li, Xichao Dong, Zewei Zhao, Xuehao Li, Shuo Han, Zhiyang Chen, Yi Sui |
| 2021 | IGARSS | Modeling and Analysis of Radio Frequency Interference Impacts from Geosynchronous SAR on Low Earth Orbit SAR. | Yi Sui, Xichao Dong, Peng Yin, Cheng Hu, Zhiyang Chen, Yuanhao Li |
| 2017 | ISNN | Construction and Analysis of Meteorological Elements Correlation Network. | Cui-juan Fang, Fengjing Shao, Wen-Peng Zhou, Chun-Xiao Xing, Yi Sui |
| 2012 | ISNN | Coevolving between Structure and Dynamics of Growing Networks. | Yi Sui, Fengjing Shao, Rencheng Sun, Shujing Li |
| 2008 | SNPD | A Sequential Pattern Mining Algorithm Based on Improved FP-tree. | Yi Sui, Fengjing Shao, Rencheng Sun, Jinlong Wang |