| 2025 | ACL | Low-Bit Quantization Favors Undertrained LLMs. | Xu Ouyang, Tao Ge, Thomas Hartvigsen, Zhisong Zhang, Haitao Mi, Dong Yu |
| 2025 | ICLR | SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation. | Xu Ouyang, Felix Xiaozhu Lin, Yangfeng Ji |
| 2024 | CVPR | Image restoration refinement with Uformer GAN. | Xu Ouyang, Ying Chen, Kaiyue Zhu, Gady Agam |
| 2024 | ICPR | Fine-grained Text to Image Synthesis. | Xu Ouyang, Ying Chen, Kaiyue Zhu, Gady Agam |
| 2023 | IJCAI | Efficient NLP Model Finetuning via Multistage Data Filtering. | Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji |
| 2022 | DAC | Contrastive quant: quantization makes stronger contrastive learning. | Yonggan Fu, Qixuan Yu, Meng Li, Xu Ouyang, Vikas Chandra, Yingyan Lin |
| 2022 | ECCV | SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning. | Haoran You, Baopu Li, Zhanyi Sun, Xu Ouyang, Yingyan Lin |
| 2022 | ICPR | Semi-supervised Dual-Domain Adaptation for Semantic Segmentation. | Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam |
| 2021 | CVPR | "BNN - BN = ?": Training Binary Neural Networks Without Batch Normalization. | Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang |
| 2021 | ICIP | ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation. | Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam |
| 2021 | WACV | Accelerated WGAN update strategy with loss change rate balancing. | Xu Ouyang, Ying Chen, Gady Agam |
| 2018 | ICIP | MFCNET: End-to-End Approach for Change Detection in Images. | Ying Chen, Xu Ouyang, Gady Agam |
| 2018 | ICPR | Generating Image Sequence from Description with LSTM Conditional GAN. | Xu Ouyang, Xi Zhang, Di Ma, Gady Agam |
| 2018 | IJCAI | Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. | Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam |
| 2017 | ICMLA | Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. | Di Ma, Xi Zhang, Xu Ouyang, Gady Agam |