| 2026 | ACL | Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis. | Junhan Liu, Zhenke Liu, Yongcheng Shi, Peilin Yu, Minxing Zhang, Jiapeng Zhang |
| 2024 | EACL | Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. | Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick |
| 2023 | ACL | Alfred: A System for Prompted Weak Supervision. | Peilin Yu, Stephen H. Bach |
| 2023 | CoDIT | Stability Analysis of Nonlinear Switched Systems with Mode-Dependent Event-Triggered Mechanism. | Peilin Yu, Feiqi Deng |
| 2023 | ICLR | Learning to Compose Soft Prompts for Compositional Zero-Shot Learning. | Nihal V. Nayak, Peilin Yu, Stephen H. Bach |
| 2023 | PacificVis | Interactive Transformations and Visual Assessment of Noisy Event Sequences: An Application in En-Route Air Traffic Control. | Peilin Yu, Aida Nordman, Lothar Meyer, Supathida Boonsong, Katerina Vrotsou |
| 2022 | AISTATS | Learning from Multiple Noisy Partial Labelers. | Peilin Yu, Tiffany Ding, Stephen H. Bach |
| 2021 | VRST | Fusing Semantic Segmentation and Object Detection for Visual SLAM in Dynamic Scenes. | Peilin Yu, Chi Guo, Yang Liu, Huyin Zhang |
| 2020 | COMPSAC | CNN-Based Model for Chinese Information Processing and Its Application in Large-Scale Book Purchasing. | Chi Guo, Peilin Yu, Wenfei Guo, Xiaxian Wang |
| 2019 | ACL | DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction. | Shun Zheng, Xu Han, Yankai Lin, Peilin Yu, Lu Chen, Ling Huang, Zhiyuan Liu, Wei Xu |