| 2025 | ICML | In-Context Fine-Tuning for Time-Series Foundation Models. | Matthew Faw, Rajat Sen, Yichen Zhou, Abhimanyu Das |
| 2025 | IROS | DSFormer-RTP: Dynamic-stream Transformers for Real-time Deterministic Trajectory Prediction. | Xun Chen, Mingxing Wen, Tianchen Deng, Yichen Zhou, Haoyuan Zhang, Danwei Wang |
| 2025 | ICRA | Overlapping Free: Anchorless UWB-Assisted Relative Pose Estimation for Multi-Robot Systems. | Yanpu Yun, Guohao Peng, Yichen Zhou, Jun Zhang, Yiyao Liu, Kaimin Mao, Danwei Wang |
| 2025 | ICRA | LCSPose: Efficient, Accurate and Scalable Markerless 6-DoF Pose Estimation of a Quay Crane Spreader Based on LiDAR and Camera. | Yichen Zhou, Jun Zhang, Guohao Peng, Yanpu Yun, Yiyao Liu, Yuanzhe Wang, Danwei Wang |
| 2025 | MICCAI | Wavelet-Driven Decoupling and Physics-Informed Mapping Network for Accelerated Multi-parametric MR Imaging. | Ruilong Dan, Kaicong Sun, Yichen Zhou, Minqiang Jia, Yuxuan Liu, Han Zhang, Xiaopeng Zong, Dinggang Shen |
| 2024 | BMVC | Kernel Representation for Dynamic Networks. | Yichen Zhou, Teck Khim Ng |
| 2024 | DCC | Dynamic point cloud compression with spatio-temporal transformer-style modeling. | Yichen Zhou, Xinfeng Zhang, Xiaoqi Ma, Yingzhan Xu, Kai Zhang, Li Zhang |
| 2024 | ECCV | Efficient Cascaded Multiscale Adaptive Network for Image Restoration. | Yichen Zhou, Pan Zhou, Teck Khim Ng |
| 2024 | ICARCV | ACS-MM-Explore: Adaptive Circular Search Strategy for Multi-Modal Robot Exploration in Large-Scale Urban Environments. | Kaimin Mao, Yichen Zhou, Mingxing Wen, Jun Zhang, Guohao Peng, Zhenyu Wu, Danwei Wang |
| 2024 | ICIP | Adaptive Downsampling and Spatial Upconversion for Point Cloud Compression. | Yichen Zhou, Xinfeng Zhang, Yingzhan Xu, Kai Zhang, Li Zhang |
| 2024 | ICML | A decoder-only foundation model for time-series forecasting. | Abhimanyu Das, Weihao Kong, Rajat Sen, Yichen Zhou |
| 2023 | UAI | Robust distillation for worst-class performance: on the interplay between teacher and student objectives. | Serena Wang, Harikrishna Narasimhan, Yichen Zhou, Sara Hooker, Michal Lukasik, Aditya Krishna Menon |
| 2022 | CVPR | MetaFormer is Actually What You Need for Vision. | Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan |
| 2017 | KDD | A Data-driven Process Recommender Framework. | Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic |