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2020 – today
- 2024
[c11]Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro:
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication. COLT 2024: 4115-4157- [c10]Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan:
Momentum Benefits Non-iid Federated Learning Simply and Provably. ICLR 2024 - [c9]Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang:
Reflected Flow Matching. ICML 2024 - [c8]Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang:
Kernel Semi-Implicit Variational Inference. ICML 2024 - [i12]Jianqiao Sun, Yudi Su, Hao Zhang, Ziheng Cheng, Zequn Zeng, Zhengjue Wang, Bo Chen, Xin Yuan:
SnapCap: Efficient Snapshot Compressive Video Captioning. CoRR abs/2401.04903 (2024) - [i11]Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro:
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication. CoRR abs/2405.11667 (2024) - [i10]Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang:
Reflected Flow Matching. CoRR abs/2405.16577 (2024) - [i9]Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang:
Kernel Semi-Implicit Variational Inference. CoRR abs/2405.18997 (2024) - [i8]Ziheng Cheng, Margalit Glasgow:
Convergence of Distributed Adaptive Optimization with Local Updates. CoRR abs/2409.13155 (2024) - 2023
- [j4]Ziheng Cheng
, Bo Chen, Ruiying Lu, Zhengjue Wang, Hao Zhang, Ziyi Meng, Xin Yuan:
Recurrent Neural Networks for Snapshot Compressive Imaging. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 2264-2281 (2023) - [j3]Xiwen Yang, Ziheng Cheng, Shaoming He:
Observability-Enhancement Boresight Calibration of Camera-IMU System: Theory and Experiments. IEEE Trans. Aerosp. Electron. Syst. 59(4): 3643-3658 (2023) - [c7]Yiming Cao, Lizhen Cui, Lei Zhang, Fuqiang Yu, Ziheng Cheng, Zhen Li, Yonghui Xu, Chunyan Miao:
CMT: Cross-modal Memory Transformer for Medical Image Report Generation. DASFAA (3) 2023: 415-424 - [c6]Ziheng Cheng, Shiyue Zhang, Longlin Yu, Cheng Zhang:
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow. NeurIPS 2023 - [i7]Ziheng Cheng, Junzi Zhang, Akshay Agrawal, Stephen P. Boyd:
Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models. CoRR abs/2305.02573 (2023) - [i6]Ziheng Cheng, Xinmeng Huang, Kun Yuan:
Momentum Benefits Non-IID Federated Learning Simply and Provably. CoRR abs/2306.16504 (2023) - [i5]Ziheng Cheng, Shiyue Zhang, Longlin Yu, Cheng Zhang:
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow. CoRR abs/2310.16516 (2023) - 2022
- [i4]Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan:
Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing. CoRR abs/2203.00387 (2022) - 2021
- [j2]Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan:
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network. Int. J. Comput. Vis. 129(12): 3279-3298 (2021) - [c5]Chunran Sun, Jianhang Sun, Yuguang Dong, Ziheng Cheng, Heng Li:
Research on Spectral Characteristics of Phase-Shifted Fiber Bragg Grating and Its Defence Applications. AIAM (ACM) 2021: 827-833 - [c4]Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan:
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing. CVPR 2021: 2083-2092 - [c3]Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan:
Memory-Efficient Network for Large-Scale Video Compressive Sensing. CVPR 2021: 16246-16255 - [i3]Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan:
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing. CoRR abs/2103.01786 (2021) - [i2]Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan:
Memory-Efficient Network for Large-scale Video Compressive Sensing. CoRR abs/2103.03089 (2021) - [i1]Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan:
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network. CoRR abs/2109.05287 (2021) - 2020
- [j1]Ruiying Lu, Bo Chen, Ziheng Cheng, Penghui Wang:
RAFnet: Recurrent attention fusion network of hyperspectral and multispectral images. Signal Process. 177: 107737 (2020) - [c2]Ziheng Cheng, Xu Wu, Xiaqing Xie, Jingchen Wu:
Chinese Open Relation Extraction with Pointer-Generator Networks. DSC 2020: 307-311 - [c1]Ziheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang, Bo Chen, Ziyi Meng, Xin Yuan:
BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging. ECCV (24) 2020: 258-275
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