| 2024 | CIBCB | Towards Equitable Diagnosis: Bias Evaluation and Mitigation in Skin Cancer Classification. | Eliana Raizman, Yiming Peng, Austin Deng |
| 2023 | ICANN | Taper Residual Dense Network for Audio Super-Resolution. | Junmei Yang, Haosen Lin, Yiming Peng |
| 2022 | CEC | Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets. | Hisao Ishibuchi, Yiming Peng, Lie Meng Pang |
| 2022 | PPSN | Dynamic Multi-modal Multi-objective Optimization: A Preliminary Study. | Yiming Peng, Hisao Ishibuchi |
| 2021 | EMO | Niching Diversity Estimation for Multi-modal Multi-objective Optimization. | Yiming Peng, Hisao Ishibuchi |
| 2021 | GECCO | Environmental selection using a fuzzy classifier for multiobjective evolutionary algorithms. | Jinyuan Zhang, Hisao Ishibuchi, Ke Shang, Linjun He, Lie Meng Pang, Yiming Peng |
| 2021 | SMC | A Decomposition-based Hybrid Evolutionary Algorithm for Multi-modal Multi-objective Optimization. | Yiming Peng, Hisao Ishibuchi |
| 2020 | CEC | A Decomposition-based Large-scale Multi-modal Multi-objective optimization Algorithm. | Yiming Peng, Hisao Ishibuchi |
| 2020 | IJCNN | Effective Linear Policy Gradient Search through Primal-Dual Approximation. | Yiming Peng, Gang Chen, Mengjie Zhang |
| 2019 | CEC | A Scalable Multimodal Multiobjective Test Problem. | Hisao Ishibuchi, Yiming Peng, Ke Shang |
| 2018 | GECCO | NEAT for large-scale reinforcement learning through evolutionary feature learning and policy gradient search. | Yiming Peng, Gang Chen, Harman Singh, Mengjie Zhang |
| 2018 | GLOBECOM | User Access and Resource Allocation in Full-Duplex User-Centric Ultra-Dense Heterogeneous Networks. | Guobin Zhang, Feng Ke, Yiming Peng, Chong Zhang, Haijun Zhang |
| 2018 | IJCNN | Constrained Expectation-Maximization Methods for Effective Reinforcement Learning. | Gang Chen, Yiming Peng, Mengjie Zhang |
| 2018 | QRS | Verifying Stochastic Behaviors of Decentralized Self-Adaptive Systems: A Formal Modeling and Simulation Based Approach. | Nianyu Li, Di Bai, Yiming Peng, Zhuoqun Yang, Wenpin Jiao |
| 2017 | GECCO | Automated state feature learning for actor-critic reinforcement learning through NEAT. | Yiming Peng, Gang Chen, Scott Holdaway, Yi Mei, Mengjie Zhang |
| 2017 | IJCNN | A sandpile model for reliable actor-critic reinforcement learning. | Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang |
| 2016 | ICONIP | Generalized Compatible Function Approximation for Policy Gradient Search. | Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang |
| 2015 | IJCNN | A federated network online network traffics analysis engine for cybersecurity. | Shaoning Pang, Yiming Peng, Tao Ban, Daisuke Inoue, Abdolhossein Sarrafzadeh |
| 2013 | IJCNN | Chunk incremental IDR/QR LDA learning. | Yiming Peng, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh, Tao Ban, Daisuke Inoue |
| 2012 | ICONIP | Exploring Crude Oil Impacts to Oil Stocks through Graphical Computational Correlation Analysis. | Anthony Lai, Lei Song, Yiming Peng, Peter Zhang, Qili Wang, Shaoning Pang |