| 2026 | AAAI | AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models. | Lian Yan, Haotian Wang, Chen Tang, Haifeng Liu, Tianyang Sun, Liangliang Liu, Yi Guan, Jingchi Jiang |
| 2025 | ACL | Agri-CM³: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning. | Haotian Wang, Yi Guan, Fanshu Meng, Chao Zhao, Lian Yan, Yang Yang, Jingchi Jiang |
| 2025 | ACL | RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations. | Lian Yan, Chen Tang, Yi Guan, Haotian Wang, Songyuan Wang, Haifeng Liu, Yang Yang, Jingchi Jiang |
| 2025 | EMNLP | KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling. | Yangfan Wang, Jie Liu, Chen Tang, Lian Yan, Jingchi Jiang |
| 2006 | KDD | Beyond classification and ranking: constrained optimization of the ROI. | Lian Yan, Patrick Baldasare |
| 2005 | IJCNN | Predicting customer behavior via calling links. | Lian Yan, Michael Fassino, Patrick Baldasare |
| 2005 | KDD | Enhancing the lift under budget constraints: an application in the mutual fund industry. | Lian Yan, Michael Fassino, Patrick Baldasare |
| 2004 | KDD | Predicting prostate cancer recurrence via maximizing the concordance index. | Lian Yan, David Verbel, Olivier Saidi |
| 2003 | ICML | Optimizing Classifier Performance via an Approximation to the Wilcoxon-Mann-Whitney Statistic. | Lian Yan, Robert H. Dodier, Michael Mozer, Richard H. Wolniewicz |
| 1999 | ICASSP | Ensemble classification by critic-driven combining. | David J. Miller, Lian Yan |
| 1999 | ICASSP | Time series prediction via neural network inversion. | Lian Yan, David J. Miller |
| 1999 | IJCNN | Approximate maximum entropy joint feature inference for discrete space classification. | David J. Miller, Lian Yan |