| 2025 | CloudCom | An All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning. | Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan |
| 2025 | HRI | Supporting Long-Horizon Tasks in Human-Robot Collaboration by Aligning Intentions via Augmented Reality. | Chenyang Ma, Yue Yang, Bryce Ikeda, Daniel Szafir |
| 2024 | ICLR | Pre-training LiDAR-based 3D Object Detectors through Colorization. | Tai-Yu Pan, Chenyang Ma, Tianle Chen, Cheng Perng Phoo, Katie Z. Luo, Yurong You, Mark Campbell, Kilian Q. Weinberger, Bharath Hariharan, Wei-Lun Chao |
| 2024 | ICONIP | Enhanced ResNet with Attention Mechanisms for High-Accuracy Wildlife Monitoring: A Case Study on Penguins and Turtles. | Chenyang Ma, Yanpeng Ye, Akbar Ghobakhlou |
| 2024 | IJCNN | The Long-Term Memory Transformer with Multimodal Fusion for Radiology Report Generation. | Longlong Yu, Xiaoru Wang, Bowen Deng, Chenyang Ma |
| 2023 | EuroSys | Gradient-less Federated Gradient Boosting Tree with Learnable Learning Rates. | Chenyang Ma, Xinchi Qiu, Daniel J. Beutel, Nicholas D. Lane |
| 2022 | CVPR | Sparse and Complete Latent Organization for Geospatial Semantic Segmentation. | Fengyu Yang, Chenyang Ma |
| 2021 | QRS | Component reassignment of two balanced linear consecutive k-out-of-n systems. | Qiyu Wang, Chenyang Ma, Jiangbin Zhao, Zhiqiang Cai |