Zichuan Fu, Xian Wu, Guojing Li, Yejing Wang, Yijun Chen, Zihao Zhao, Yixuan Luo, Hanyu Yan, Yefeng Zheng, and Xiangyu Zhao. 2026. Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning. In Findings of the Association for Computational Linguistics: ACL 2026. arXiv:2604.23623
Yimin Deng, Zhenxi Lin, Yejing Wang, Guoshuai Zhao, Pengyue Jia, Zichuan Fu, Derong Xu, Yefeng Zheng, Xiangyu Zhao, Li Zhu, Xian Wu, and Xueming Qian. 2026. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning. In Findings of the Association for Computational Linguistics: ACL 2026. arXiv:2604.24186
Yimin Deng, Yejing Wang, Zhenxi Lin, Zichuan Fu, Guoshuai Zhao, Derong Xu, Yefeng Zheng, Xiangyu Zhao, Xian Wu, Li Zhu, and Xueming Qian. 2026. AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models. In Findings of the Association for Computational Linguistics: ACL 2026. arXiv:2604.24175
Zichuan Fu, Wentao Song, Guojing Li, Yejing Wang, Xian Wu, Yimin Deng, Hanyu Yan, Yefeng Zheng, and Xiangyu Zhao. 2026. Attention Needs to Focus: A Unified Perspective on Attention Allocation. arXiv preprint arXiv:2601.00919. arXiv:2601.00919
Yimin Deng, Yuxia Wu, Yejing Wang, Guoshuai Zhao, Li Zhu, Qidong Liu, Derong Xu, Zichuan Fu, Xian Wu, Yefeng Zheng, Xiangyu Zhao, and Xueming Qian. 2025. A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs. In Findings of the Association for Computational Linguistics: ACL 2025. 10.18653/v1/2025.findings-acl.1056
Tianshi Ming, Xian Wu, Yingying Zhang, Zichuan Fu, and Dawei Cheng. 2025. AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning. In Findings of the Association for Computational Linguistics: ACL 2025, pages 15522-15536. 10.18653/v1/2025.findings-acl.801
Zichuan Fu, Wentao Song, Yejing Wang, Xian Wu, Yefeng Zheng, Yingying Zhang, Derong Xu, Xuetao Wei, Tong Xu, and Xiangyu Zhao. 2025. Sliding Window Attention Training for Efficient Large Language Models. arXiv preprint arXiv:2502.18845. arXiv:2502.18845
Yuhao Wang, Yichao Wang, Zichuan Fu, Xiangyang Li, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Huifeng Guo, and Ruiming Tang. 2024. LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24). Association for Computing Machinery, New York, NY, USA, 2472–2481. https://doi.org/10.1145/3627673.3679743
Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, and Ruiming Tang. 2024. A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. ACM Trans. Inf. Syst. Just Accepted (October 2024). https://doi.org/10.1145/3698878
Open-source project at GitHub, github.com/Fzkuji/OpenProgram
Open-source project (built on OpenProgram) at GitHub, github.com/Fzkuji/OpenProgram
Open-source project (built on OpenProgram) at GitHub, github.com/Fzkuji/OpenProgram
Open-source project (built on OpenProgram) at GitHub, github.com/Fzkuji/OpenProgram
Open-source project (code for Tandem, ACL 2026 Findings) at GitHub, github.com/Fzkuji/Ensemble-Hub