| 2025 | AAAI | Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | ACL | Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. | Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei |
| 2025 | EMNLP | TCP: a Benchmark for Temporal Constraint-Based Planning. | Zifeng Ding, Sikuan Yan, Moy Yuan, Xianglong Hu, Fangru Lin, Andreas Vlachos |
| 2025 | ICASSP | Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. | Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan |
| 2025 | IJCNN | Exploiting Spatial-Temporal Joint Information from the Frequency Domain for Multivariate Time Series Forecasting. | Jingyi Huo, Yuan Gao, Yuxin Chen, Fangru Lin, Ziniu Wang, Qian Zhu, Hui Yan |
| 2025 | IJCNN | Receptive Field Aware Contrastive Learning for Multivariate Time Series Classification. | Fangru Lin, Yuan Gao, Yuxin Chen, Jingyi Huo, Hui Yan |
| 2024 | COLING | Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. | Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert |
| 2024 | ICML | Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. | Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert |