| 2026 | ACL | Cognitive Alpha Mining via LLM-Driven Code-Based Evolution. | Fengyuan Liu, Yi Huang, Sichun Luo, Yuqi Wang, Yazheng Yang, Xinye Li, Zefa Hu, Junlan Feng, Qi Liu |
| 2026 | ACL | AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs. | Sichun Luo, Yi Huang, Shichang Meng, Fengyuan Liu, Mukai Li, Qinghua Yao, Zefa Hu, Junlan Feng, Qi Liu |
| 2025 | ICLR | Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling. | Yuxuan Yao, Han Wu, Mingyang Liu, Sichun Luo, Xiongwei Han, Jie Liu, Zhijiang Guo, Linqi Song |
| 2025 | WWW | RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning. | Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song |
| 2024 | ICASSP | Large Language Models Augmented Rating Prediction in Recommender System. | Sichun Luo, Jiansheng Wang, Aojun Zhou, Li Ma, Linqi Song |
| 2024 | ICLR | MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning. | Ke Wang, Houxing Ren, Aojun Zhou, Zimu Lu, Sichun Luo, Weikang Shi, Renrui Zhang, Linqi Song, Mingjie Zhan, Hongsheng Li |
| 2024 | ICLR | Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification. | Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li |
| 2024 | WWW | Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery. | Yuxuan Yao, Sichun Luo, Haohan Zhao, Guanzhi Deng, Linqi Song |
| 2023 | CIKM | Improving Long-Tail Item Recommendation with Graph Augmentation. | Sichun Luo, Chen Ma, Yuanzhang Xiao, Linqi Song |
| 2022 | CIKM | Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation. | Sichun Luo, Yuanzhang Xiao, Linqi Song |
| 2022 | CIKM | HySAGE: A Hybrid Static and Adaptive Graph Embedding Network for Context-Drifting Recommendations. | Sichun Luo, Xinyi Zhang, Yuanzhang Xiao, Linqi Song |