| 2025 | AAAI | Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning. | Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He |
| 2025 | CIKM | Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts. | Chenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng |
| 2025 | NAACL | GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation. | Runchuan Zhu, Xinke Jiang, Jiang Wu, Zhipeng Ma, Jiahe Song, Fengshuo Bai, Dahua Lin, Lijun Wu, Conghui He |
| 2024 | EPIA | Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process. | Daniel Anthony Howard, Magnus Vrbak, Zhipeng Ma, Bo Nrregaard Jrgensen, Zheng Ma |
| 2024 | EPIA | Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering. | Zhipeng Ma, Bo Nrregaard Jrgensen, Zheng Ma |
| 2024 | WWW | More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning. | Zhipeng Ma, Zheyan Tu, Xinhai Chen, Yan Zhang, Deguo Xia, Guyue Zhou, Yilun Chen, Yu Zheng, Jiangtao Gong |
| 2023 | IECON | A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications. | Zhipeng Ma, Bo Nrregaard Jrgensen, Zheng Grace Ma |
| 2023 | KDD | SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. | Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng |
| 2022 | KDD | Service Time Prediction for Delivery Tasks via Spatial Meta-Learning. | Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng |