| 2026 | AAAI | Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs. | Chun-Hsiao Yeh, Chenyu Wang, Shengbang Tong, Ta Ying Cheng, Ruoyu Wang, Tianzhe Chu, Yuexiang Zhai, Yubei Chen, Shenghua Gao, Yi Ma |
| 2025 | CVPR | Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning. | Chenjie Hao, Weyl Lu, Yifan Xu, Yubei Chen |
| 2025 | ICCV | Recover Biological Structure from Sparse-View Diffraction Images with Neural Volumetric Prior. | Renzhi He, Haowen Zhou, Yubei Chen, Yi Xue |
| 2025 | ICLR | URLOST: Unsupervised Representation Learning without Stationarity or Topology. | Zeyu Yun, Juexiao Zhang, Yann LeCun, Yubei Chen |
| 2024 | CVPR | Unsupervised Feature Learning with Emergent Data-Driven Prototypicality. | Yunhui Guo, Youren Zhang, Yubei Chen, Stella X. Yu |
| 2024 | ECCV | Pose-Aware Self-supervised Learning with Viewpoint Trajectory Regularization. | Jiayun Wang, Yubei Chen, Stella X. Yu |
| 2024 | MICCAI | Insight: A Multi-modal Diagnostic Pipeline Using LLMs for Ocular Surface Disease Diagnosis. | Chun-Hsiao Yeh, Jiayun Wang, Andrew D. Graham, Andrea J. Liu, Bo Tan, Yubei Chen, Yi Ma, Meng C. Lin |
| 2023 | ICLR | Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform. | Yubei Chen, Zeyu Yun, Yi Ma, Bruno A. Olshausen, Yann LeCun |
| 2023 | ICLR | On the duality between contrastive and non-contrastive self-supervised learning. | Quentin Garrido, Yubei Chen, Adrien Bardes, Laurent Najman, Yann LeCun |
| 2023 | ICLR | Simple Emergent Action Representations from Multi-Task Policy Training. | Pu Hua, Yubei Chen, Huazhe Xu |
| 2023 | WACV | Compact and Optimal Deep Learning with Recurrent Parameter Generators. | Jiayun Wang, Yubei Chen, Stella X. Yu, Brian Cheung, Yann LeCun |
| 2022 | CVPR | Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers. | Yunhui Guo, Xudong Wang, Yubei Chen, Stella X. Yu |
| 2022 | ECCV | 3D Shape Reconstruction from Free-Hand Sketches. | Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella X. Yu |
| 2022 | ECCV | Decoupled Contrastive Learning. | Chun-Hsiao Yeh, Cheng-Yao Hong, Yen-Chi Hsu, Tyng-Luh Liu, Yubei Chen, Yann LeCun |
| 2020 | CVPR | Orthogonal Convolutional Neural Networks. | Jiayun Wang, Yubei Chen, Rudrasis Chakraborty, Stella X. Yu |
| 2011 | DAC | Hermes: an integrated CPU/GPU microarchitecture for IP routing. | Yuhao Zhu, Yangdong Deng, Yubei Chen |