| 2026 | AAAI | MulTiCast: A Multimodal Time Series Forecasting System. | Sehyuk Park, Caren Han, Hyunsuk Chung |
| 2026 | ACL | EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection. | Shuo Yang, Caren Han, Xueqi Ma, Yan Li, Mohammad Reza Ghasemi Madani, Eduard H. Hovy |
| 2025 | ACL | 'No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF. | Rena Wei Gao, Xuetong Wu, Siwen Luo, Caren Han, Feng Liu |
| 2025 | ACL | ChuLo: Chunk-Level Key Information Representation for Long Document Understanding. | Yan Li, Caren Han, Yue Dai, Feiqi Cao |
| 2025 | ACL | MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering. | Shuo Yang, Caren Han, Siwen Luo, Eduard H. Hovy |
| 2025 | CIKM | The 1 | Eunhui Kim, Caren Han, Kyungtae Lim, Yesim Selcuk, Moonki Back, Sangjun Han, Kyong-Ha Lee |
| 2025 | EMNLP | A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation. | Yan Li, Tianyi Zhang, Zechuan Li, Caren Han |