| All-optical graph representation learning using integrated diffractive photonic computing units T Yan*, R Yang*, Z Zheng, X Lin, H Xiong, Q Dai (*co-first authors) Science Advances 8 (24), 2022 | 45 | 2022 |
| Reversible autoencoder: A CNN-based nonlinear lifting scheme for image reconstruction S Li, W Dai, Z Zheng, C Li, J Zou, H Xiong IEEE Transactions on Signal Processing 69, 3117-3131, 2021 | 14 | 2021 |
| Hybrid ISTA: unfolding ISTA with convergence guarantees using free-form deep neural networks Z Zheng, W Dai, D Xue, C Li, J Zou, H Xiong IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3226 …, 2023 | 11 | 2023 |
| Dual adaptive training of photonic neural networks Z Zheng*, Z Duan*, H Chen, R Yang, S Gao, H Zhang, H Xiong, ... Nature Machine Intelligence 5 (10), 1119-1129, 2023 | 9 | 2023 |
| Lossy image compression with filter bank based convolutional networks S Li, Z Zheng, W Dai, H Xiong 2019 Data Compression Conference (DCC), 23-32, 2019 | 8 | 2019 |
| Compressed sensing via a deep convolutional auto-encoder H Wu, Z Zheng, Y Li, W Dai, H Xiong 2018 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2018 | 8 | 2018 |
| Rev-ae: A learned frame set for image reconstruction S Li, Z Zheng, W Dai, J Zou, H Xiong ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
| On the Convergence of Non-Convex Phase Retrieval With Denoising Priors D Xue, Z Zheng, W Dai, C Li, J Zou, H Xiong IEEE Transactions on Signal Processing, 2022 | 5 | 2022 |
| DSCR-Net: A diffractive sensing and complex-valued reconstruction network for compressive sensing Z Zheng, S Wang, S Li, W Dai, J Zou, F Li, H Xiong 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 3 | 2020 |
| Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance X Peng, Z Zheng, W Dai, N Xiao, C Li, J Zou, H Xiong arXiv preprint arXiv:2402.02149, 2024 | | 2024 |
| Image processing method, system, device and storage medium W Dai, Z Zheng, C Li, ZOU Junni, H Xiong US Patent App. 18/472,248, 2024 | | 2024 |
| Photonics and AI: Dual adaptive training for effective learning Z Zheng, Z Duan, H Chen, R Yang, S Gao, H Zhang, H Xiong, X Lin | | 2023 |
| Revisiting Learned Image Compression With Statistical Measurement of Latent Representations S Li, W Dai, Y Fang, Z Zheng, W Fei, H Xiong, W Zhang IEEE Transactions on Circuits and Systems for Video Technology, 2023 | | 2023 |
Hongkai XiongDistinguished Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
