Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics. - Fangru Lin; Daniel Altshuler; Janet B. Pierrehumbert (LREC/COLING, 2024)

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. - Fangru Lin; Emanuele La Malfa; Valentin Hofmann; Elle Michelle Yang; Anthony G. Cohn 001; Janet B. Pierrehumbert (ICML, 2024)

Code Simulation Challenges for Large Language Models. - Emanuele La Malfa; Christoph Weinhuber; Orazio Torre; Fangru Lin; Anthony G. Cohn 001; Nigel Shadbolt; Michael J. Wooldridge (CoRR, 2024)

One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks. - Fangru Lin; Shaoguang Mao; Emanuele La Malfa; Valentin Hofmann; Adrian de Wynter; Jing Yao; Si-Qing Chen; Michael J. Wooldridge; Furu Wei (CoRR, 2024)

Enhancing multimedia management: cloud-based movie type recognition with hybrid deep learning architecture. - Fangru Lin; Jie Yuan; Zhiwei Chen; Maryam Abiri (J. Cloud Comput., 2024)

Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. - Yuxin Chen; Fangru Lin; Jingyi Huo; Hui Yan (AAAI, 2025)

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 012; Si-Qing Chen; Michael J. Wooldridge; Janet B. Pierrehumbert; Furu Wei (ACL (1), 2025)

Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. - Yuxin Chen; Fangru Lin; Jingyi Huo; Hui Yan (ICASSP, 2025)

Beyond homophily in spatial-temporal traffic flow forecasting. - Yuxin Chen; Jingyi Huo; Fangru Lin; Hui Yan (Neural Networks, 2025)

Code Simulation as a Proxy for High-order Tasks in Large Language Models. - Emanuele La Malfa; Christoph Weinhuber; Orazio Torre; Fangru Lin; X. Angelo Huang; Samuele Marro; Anthony G. Cohn 001; Nigel Shadbolt; Michael J. Wooldridge (CoRR, 2025)

TCP: a Benchmark for Temporal Constraint-Based Planning. - Zifeng Ding; Sikuan Yan; Zhangdie Yuan; Xianglong Hu; Fangru Lin; Andreas Vlachos 001 (CoRR, 2025)