| 2025 | CVPR | Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization. | Zhanhao Liang, Yuhui Yuan, Shuyang Gu, Bohan Chen, Tiankai Hang, Mingxi Cheng, Ji Li, Liang Zheng |
| 2024 | ICASSP | Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks. | Anzhe Cheng, Heng Ping, Zhenkun Wang, Xiongye Xiao, Chenzhong Yin, Shahin Nazarian, Mingxi Cheng, Paul Bogdan |
| 2024 | ICASSP | Discovering Malicious Signatures in Software from Structural Interactions. | Chenzhong Yin, Hantang Zhang, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Xin Ren, Paul Bogdan |
| 2024 | ICLR | Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. | Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan |
| 2024 | WACV | Unsupervised Graphic Layout Grouping with Transformers. | Jialiang Zhu, Danqing Huang, Chunyu Wang, Mingxi Cheng, Ji Li, Han Hu, Xin Geng, Baining Guo |
| 2023 | ICAART | Generation-Based Data Augmentation Pipeline for Real-Time Automatic Gesture Recognition. | Mingxi Cheng, Fatima Zohra Daha, Amit Srivastava, Ji Li |
| 2020 | WWW | VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text. | Mingxi Cheng, Shahin Nazarian, Paul Bogdan |
| 2018 | ASPDAC | DRL-cloud: Deep reinforcement learning-based resource provisioning and task scheduling for cloud service providers. | Mingxi Cheng, Ji Li, Shahin Nazarian |