Convergence and Privacy of Decentralized Nonconvex Optimization With Gradient Clipping and Communication Compression.
IEEE J. Sel. Top. Signal Process., January, 2025
Real-Time Detection Transformer with Bi-Level Routing Attention.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Residual Hybrid Attention Enhanced Video Super-Resolution with Cross Convolution.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Enhanced Spatial Adaptive Fusion Network For Video Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
OdCFU-Net for Brain Tumor Segmentation Based on MRI.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2024
DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization.
SIAM J. Math. Data Sci., 2022
BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Harvesting Curvatures for Communication-Efficient Distributed Optimization.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction.
J. Mach. Learn. Res., 2020
GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking.
CoRR, 2019
Nonparametric Density Estimation under Adversarial Losses.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Predictive State Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017