| 2026 | GECCO | Surrogate-Assisted Evolutionary Multi-Agent Reinforcement Learning with Adaptive Fitness Evaluation. | Cong Yu, Yuxing Wang, Xinyang Li, Zaihui Yang, Haoyu Wang, Junbo Tan, Yongzhe Chang, Tiantian Zhang, Xueqian Wang |
| 2025 | AAAI | Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization. | Haoyuan Sun, Bo Xia, Yongzhe Chang, Xueqian Wang |
| 2025 | ICASSP | Identical Human Preference Alignment Paradigm for Text-to-Image Models. | Haoyuan Sun, Bo Xia, Yifei Zhao, Yongzhe Chang, Xueqian Wang |
| 2025 | ICASSP | Positive Enhanced Preference Alignment for Text-to-Image Models. | Haoyuan Sun, Bo Xia, Yifei Zhao, Yongzhe Chang, Xueqian Wang |
| 2025 | ICLR | Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions. | Haoyuan Sun, Zihao Wu, Bo Xia, Pu Chang, Zibin Dong, Yifu Yuan, Yongzhe Chang, Xueqian Wang |
| 2025 | IJCNN | Wavelet Fourier Diffuser: Frequency-Aware Diffusion Model for Reinforcement Learning. | Yifu Luo, Yongzhe Chang, Xueqian Wang |
| 2024 | RO-MAN | D3D: Conditional Diffusion Model for Decision-Making Under Random Frame Dropping. | Bo Xia, Yifu Luo, Yongzhe Chang, Bo Yuan, Zhiheng Li, Xueqian Wang |
| 2023 | CoRL | PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training. | Yuxing Wang, Shuang Wu, Tiantian Zhang, Yongzhe Chang, Haobo Fu, Qiang Fu, Xueqian Wang |
| 2023 | ICANN | Addressing Delays in Reinforcement Learning via Delayed Adversarial Imitation Learning. | Minzhi Xie, Bo Xia, Yalou Yu, Xueqian Wang, Yongzhe Chang |
| 2023 | ICLR | Curriculum-based Co-design of Morphology and Control of Voxel-based Soft Robots. | Yuxing Wang, Shuang Wu, Haobo Fu, Qiang Fu, Tiantian Zhang, Yongzhe Chang, Xueqian Wang |
| 2023 | SMC | Overcoming Delayed Feedback via Overlook Decision Making. | Yalou Yu, Bo Xia, Minzhi Xie, Xueqian Wang, Zhiheng Li, Yongzhe Chang |
| 2023 | SMC | EPO-S: A Constrained RL Method to Enhance UAV Safety with Spatial Representation. | Qin Zhang, Linrui Zhang, Zaihui Yang, Haoyu Wang, Xueqian Wang, Yongzhe Chang |
| 2020 | IJCAI | A Dual Input-aware Factorization Machine for CTR Prediction. | Wantong Lu, Yantao Yu, Yongzhe Chang, Zhen Wang, Chenhui Li, Bo Yuan |
| 2019 | ICONIP | Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. | Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen |
| 2019 | PAKDD | Recovering DTW Distance Between Noise Superposed NHPP. | Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen |