| 2026 | AAAI | RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting. | Jieting Wang, Xiaolei Shang, Feijiang Li, Furong Peng |
| 2025 | EMNLP | ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization. | Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu |
| 2024 | AAAI | Cross-Domain Contrastive Learning for Time Series Clustering. | Furong Peng, Jiachen Luo, Xuan Lu, Sheng Wang, Feijiang Li |
| 2024 | KDD | TSC: A Simple Two-Sided Constraint against Over-Smoothing. | Furong Peng, Kang Liu, Xuan Lu, Yuhua Qian, HongRen Yan, Chao Ma |
| 2016 | ADMA | MetricRec: Metric Learning for Cold-Start Recommendations. | Furong Peng, Xuan Lu, Jianfeng Lu, Richard Yi Da Xu, Cheng Luo, Chao Ma, Jingyu Yang |
| 2015 | ICDM | Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm. | Xiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, Rui Xia |
| 2015 | ICDM | The Hierarchical Model to Ali Mobile Recommendation Competition. | Suchi Qian, Furong Peng, Xiang Li, Jianfeng Lu |
| 2014 | ICIP | Street view cross-sourced point cloud matching and registration. | Furong Peng, Qiang Wu, Lixin Fan, Jian Zhang, Yu You, Jianfeng Lu, Jing-Yu Yang |
| 2012 | ADMA | A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage. | Zhichun Fu, Jun Zhou, Furong Peng, Peter Christen |