| 2025 | AAAI | MapExpert: Online HD Map Construction with Simple and Efficient Sparse Map Element Expert. | Dapeng Zhang, Dayu Chen, Peng Zhi, Yinda Chen, Zhenlong Yuan, Chenyang Li, Sunjing, Rui Zhou, Qingguo Zhou |
| 2024 | ACL | EFSA: Towards Event-Level Financial Sentiment Analysis. | Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng, Qing He, Xiang Ao |
| 2022 | INDIN | A GAN-based fault detection for dynamic process with deconvolutional networks. | Dapeng Zhang, David Zhiwei Gao |
| 2021 | INDIN | An Ensemble Approach for Fault Diagnosis via Continuous Learning. | Dapeng Zhang, Zhiwei Gao |
| 2017 | FUSION | Performance comparison among the autonomous navigation methods for constellation around the earth-moon libration points via the Fisher information matrix. | Shijun Xin, Wei Zheng, Yidi Wang, Shunguo Lian, Dapeng Zhang |
| 2017 | INDIN | Reinforcement-learning based fault-tolerant control. | Dapeng Zhang, Zhiling Lin, Zhiwei Gao |
| 2017 | IECON | A reinforcement learning based fault diagnosis for autoregressive-moving-average model. | Dapeng Zhang, Yichuan Fu, Zhiling Lin, Zhiwei Gao |
| 2014 | SMC | Motion reproduction by human demonstration based on discrete hidden Markov model for nursing-care assistant robot. | Dapeng Zhang, Ryojun Ikeura, Yuki Mori |
| 2013 | VTC | Multi-Ary EXIT Chart Analysis with Chi-Square Distributed A Priori Information for Concatenation of USTM and Signal-Based Turbo Coding. | Dapeng Zhang, Ju Liu, Heng-Yang Zhang |
| 2012 | ISNN | Prediction of Biomass Concentration with Hybrid Neural Network. | Dapeng Zhang, Baohua Cheng, Aiguo Wu |
| 2012 | SMC | Velocity-robust gait recognition based on stochastic switched auto-regressive model. | Dapeng Zhang, Shingiki Inagaki, Tatsuya Suzuki |
| 2011 | ICAART | Feature Induction of Linear-chain Conditional Random Fields - A Study based on a Simulation. | Dapeng Zhang, Bernhard Nebel |
| 2010 | SMC | Online signature verification system with anti-forgery provision based on segmentation and structure learning of HMM. | Dapeng Zhang, Shinkichi Inagaki, Naoki Kanada, Tatsuya Suzuki |
| 2008 | IROS | A table soccer game recorder. | Dapeng Zhang, Armin Hornung |
| 2008 | KI | On-Line Detection of Rule Violations in Table Soccer. | Armin Hornung, Dapeng Zhang |
| 2007 | ISNN | The Application of Adaptive Critic Design in the Nosiheptide Fermentation. | Dapeng Zhang, Aiguo Wu, Fuli Wang, Zhiling Lin |
| 2006 | CSCWD | A Location Method for the Outdoor Mobile Robot Based on GPS/GIS/GPRS. | Minglu Zhang, Feng Cui, Dapeng Zhang |
| 2004 | KI | Adaptive Vision for Playing Table Soccer. | Thilo Weigel, Dapeng Zhang, Klaus Rechert, Bernhard Nebel |