Ziheng Cheng

According to our database, Ziheng Cheng authored at least 20 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Convergence of Distributed Adaptive Optimization with Local Updates.

Ziheng Cheng, Margalit Glasgow

CoRR, 2024

SnapCap: Efficient Snapshot Compressive Video Captioning.

Jianqiao Sun, Yudi Su, Hao Zhang, Ziheng Cheng, Zequn Zeng, Zhengjue Wang, Bo Chen, Xin Yuan

CoRR, 2024

Kernel Semi-Implicit Variational Inference.

Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reflected Flow Matching.

Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Momentum Benefits Non-iid Federated Learning Simply and Provably.

Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication.

Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Observability-Enhancement Boresight Calibration of Camera-IMU System: Theory and Experiments.

Xiwen Yang, Ziheng Cheng, Shaoming He

IEEE Trans. Aerosp. Electron. Syst., August, 2023

Recurrent Neural Networks for Snapshot Compressive Imaging.

Ziheng Cheng, Bo Chen, Ruiying Lu, Zhengjue Wang, Hao Zhang, Ziyi Meng, Xin Yuan

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Momentum Benefits Non-IID Federated Learning Simply and Provably.

Ziheng Cheng, Xinmeng Huang, Kun Yuan

CoRR, 2023

Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models.

Ziheng Cheng, Junzi Zhang, Akshay Agrawal, Stephen P. Boyd

CoRR, 2023

Particle-based Variational Inference with Generalized Wasserstein Gradient Flow.

Ziheng Cheng, Shiyue Zhang, Longlin Yu, Cheng Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CMT: Cross-modal Memory Transformer for Medical Image Report Generation.

Yiming Cao, Lizhen Cui, Lei Zhang, Fuqiang Yu, Ziheng Cheng, Zhen Li, Yonghui Xu, Chunyan Miao

Proceedings of the Database Systems for Advanced Applications, 2023

2022

Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing.

Ruiying Lu, Ziheng Cheng, Bo Chen, Xin Yuan

CoRR, 2022

2021

Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.

Ruiying Lu, Bo Chen, Guanliang Liu, Ziheng Cheng, Mu Qiao, Xin Yuan

Int. J. Comput. Vis., 2021

MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing.

Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Memory-Efficient Network for Large-Scale Video Compressive Sensing.

Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Research on Spectral Characteristics of Phase-Shifted Fiber Bragg Grating and Its Defence Applications.

Chunran Sun, Jianhang Sun, Yuguang Dong, Ziheng Cheng, Heng Li

Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020

RAFnet: Recurrent attention fusion network of hyperspectral and multispectral images.

Ruiying Lu, Bo Chen, Ziheng Cheng, Penghui Wang

Signal Process., 2020

BIRNAT: Bidirectional Recurrent Neural Networks with Adversarial Training for Video Snapshot Compressive Imaging.

Ziheng Cheng, Ruiying Lu, Zhengjue Wang, Hao Zhang, Bo Chen, Ziyi Meng, Xin Yuan

Proceedings of the Computer Vision - ECCV 2020, 2020

Chinese Open Relation Extraction with Pointer-Generator Networks.

Ziheng Cheng, Xu Wu, Xiaqing Xie, Jingchen Wu

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020