Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. - Di Ma; Xi Zhang; Xu Ouyang; Gady Agam (ICMLA, 2017)

Lecture video indexing using boosted margin maximizing neural networks. - Di Ma; Xi Zhang; Xu Ouyang; Gady Agam (CoRR, 2017)

MFCNET: End-to-End Approach for Change Detection in Images. - Ying Chen; Xu Ouyang; Gady Agam (ICIP, 2018)

Generating Image Sequence from Description with LSTM Conditional GAN. - Xu Ouyang; Xi Zhang; Di Ma; Gady Agam (ICPR, 2018)

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 (IJCAI, 2018)

ChangeNet: Learning to Detect Changes in Satellite Images. - Ying Chen; Xu Ouyang; Gady Agam (GeoAI@SIGSPATIAL, 2019)

Adaptive WGAN with loss change rate balancing. - Xu Ouyang; Gady Agam (CoRR, 2020)

Domain Adaptation of Semantic Segmentation for Aerial Images. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (CoRR, 2020)

"BNN - BN = ?": Training Binary Neural Networks Without Batch Normalization. - Tianlong Chen 001; Zhenyu Zhang 015; Xu Ouyang; Zechun Liu; Zhiqiang Shen; Zhangyang Wang (CVPR Workshops, 2021)

Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (GeoAI@SIGSPATIAL, 2021)

ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (ICIP, 2021)

Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks. - Yonggan Fu; Qixuan Yu 001; Yang Zhang 001; Shang Wu 003; Xu Ouyang; David D. Cox; Yingyan Lin (NeurIPS, 2021)

Accelerated WGAN update strategy with loss change rate balancing. - Xu Ouyang; Ying Chen; Gady Agam (WACV, 2021)

Risk Analysis and Utility Function-Based Decision-Making Model for Spinning Reserve Allocations. - Lun Ye; Jiangang Yao; Xu Ouyang; Xiangqian Zhu; Shengjie Yang (IEEE Access, 2021)

Mask-based Data Augmentation for Semi-supervised Semantic Segmentation. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (CoRR, 2021)

Semi-supervised Domain Adaptation for Semantic Segmentation. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (CoRR, 2021)

Fully RNN for knee ligament tear classification and localization in MRI scans. - Kaiyue Zhu; Ying Chen; Xu Ouyang; Gregory White 002; Gady Agam (Computational Imaging, 2022)

Contrastive quant: quantization makes stronger contrastive learning. - Yonggan Fu; Qixuan Yu 001; Meng Li 004; Xu Ouyang; Vikas Chandra; Yingyan Lin (DAC, 2022)

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 (ECCV (11), 2022)

Semi-supervised Dual-Domain Adaptation for Semantic Segmentation. - Ying Chen; Xu Ouyang; Kaiyue Zhu; Gady Agam (ICPR, 2022)

i-FlatCam: A 253 FPS, 91.49 µJ/Frame Ultra-Compact Intelligent Lensless Camera for Real-Time and Efficient Eye Tracking in VR/AR. - Yang Zhao 013; Ziyun Li; Yonggan Fu; Yongan Zhang; Chaojian Li; Cheng Wan 005; Haoran You; Shang Wu 003; Xu Ouyang; Vivek Boominathan; Ashok Veeraraghavan; Yingyan Lin (VLSI Technology and Circuits, 2022)

e-G2C: A 0.14-to-8.31 µJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM. - Yang Zhao 013; Yongan Zhang; Yonggan Fu; Xu Ouyang; Cheng Wan 005; Shang Wu 003; Anton Banta; Mathews M. John; Allison Post; Mehdi Razavi; Joseph R. Cavallaro; Behnaam Aazhang; et al. (VLSI Technology and Circuits, 2022)

Efficient Model Finetuning for Text Classification via Data Filtering. - Xu Ouyang; Shahina Mohd Azam Ansari; Felix Xiaozhu Lin; Yangfeng Ji (CoRR, 2022)

Efficient NLP Model Finetuning via Multistage Data Filtering. - Xu Ouyang; Shahina Mohd Azam Ansari; Felix Xiaozhu Lin; Yangfeng Ji (IJCAI, 2023)

Secure and Effective Data Appraisal for Machine Learning. - Xu Ouyang; Changhong Yang; Felix Xiaozhu Lin; Yangfeng Ji (CoRR, 2023)

Image restoration refinement with Uformer GAN. - Xu Ouyang; Ying Chen; Kaiyue Zhu; Gady Agam (CVPR Workshops, 2024)

Fine-grained Text to Image Synthesis. - Xu Ouyang; Ying Chen; Kaiyue Zhu; Gady Agam (ICPR (24), 2024)

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (CoRR, 2024)

Low-Bit Quantization Favors Undertrained LLMs. - Xu Ouyang; Tao Ge 005; Thomas Hartvigsen; Zhisong Zhang; Haitao Mi; Dong Yu 001 (ACL (1), 2025)

SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation. - Xu Ouyang; Felix Xiaozhu Lin; Yangfeng Ji (ICLR, 2025)