| 2026 | AAAI | Conformal Prediction Meets Long-tail Classification. | Shuqi Liu, Jianguo Huang, Luke Ong |
| 2026 | ACL | RIFT: Repurposing Negative Samples via Reward-Informed Fine-Tuning. | Zehua Liu, Shuqi Liu, Tao Zhong, Mingxuan Yuan |
| 2025 | ACL | Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models. | Shuqi Liu, Han Wu, Bowei He, Xiongwei Han, Mingxuan Yuan, Linqi Song |
| 2024 | ACL | Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining. | Shuqi Liu, Bowei He, Linqi Song |
| 2024 | AISTATS | Mitigating Underfitting in Learning to Defer with Consistent Losses. | Shuqi Liu, Yuzhou Cao, Qiaozhen Zhang, Lei Feng, Bo An |
| 2024 | CHI | DoodleTunes: Interactive Visual Analysis of Music-Inspired Children Doodles with Automated Feature Annotation. | Shuqi Liu, Jia Bu, Huayuan Ye, Juntong Chen, Shiqi Jiang, Mingtian Tao, Liping Guo, Changbo Wang, Chenhui Li |
| 2023 | AISTATS | Consistent Complementary-Label Learning via Order-Preserving Losses. | Shuqi Liu, Yuzhou Cao, Qiaozhen Zhang, Lei Feng, Bo An |
| 2022 | IJCNN | Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models. | Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song |
| 2022 | NAACL | Zero-shot Cross-lingual Conversational Semantic Role Labeling. | Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song |
| 2022 | QRS | Test Reuse based on Adaptive Semantic Matching across Android Mobile Applications. | Shuqi Liu, Yu Zhou, Tingting Han, Taolue Chen |
| 2021 | ICPADS | Predicting Downside in Stock Market Using Knowledge and News Data. | Xinlin Li, Shuqi Liu, Xinyi Zhang, Linqi Song |