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xiaogaogaoxiao's Projects

evaluation-acm-ccr-2019 icon evaluation-acm-ccr-2019

Evaluation code and results for our paper "Parametrized Complexity of Virtual Network Embeddings: Dynamic & Linear Programming Approximations" published in ACM CCR 2019.

evcspp icon evcspp

This is a paper implementation of IEEE TRANSACTIONS ON SMART GRID, VOL. 5, NO. 6, NOVEMBER 2014 on Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions published by Albert Y.S. Lam, Member, IEEE, Yiu-Wing Leung, Senior Member, IEEE, and Xiaowen Chu, Senior Member, IEEE.

f-csrg icon f-csrg

Tensorflow implementation of the paper "Fast Compressive Sensing Using Generative Model with Structed Latent Variables"

facial_expression_recognition icon facial_expression_recognition

PyTorch code for 'Accurate and Reliable Facial Expression Recognition Using Advanced Softmax Loss with Fixed Weights' (IEEE Signal Processing Letters)

fading-joint icon fading-joint

Joint LDPC decoder for fading mMTC scenario. S. S. Kowshik, K. Andreev, A. Frolov and Y. Polyanskiy, "Energy efficient coded random access for the wireless uplink," in IEEE Transactions on Communications, doi: 10.1109/TCOMM.2020.3000635.

fame icon fame

Simulator for Finite-Alphabet Minimum mean-square Error (FAME) spatial equalization

fast-ast icon fast-ast

FastAST - A fast primal-dual interior point method for line spectral estimation via atomic norm soft thresholding.

faster-fista icon faster-fista

Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''

fasthdfilter icon fasthdfilter

P. Nair, and K. N. Chaudhury, "Fast High-Dimensional Bilateral and Non-local Means Filtering," , IEEE Transactions on Image Processing, 28(3), pp.1470-1481.

fasthdnystrom icon fasthdnystrom

P. Nair, and K. N. Chaudhury, "Fast High-Dimensional Kernel Filtering,", in IEEE Signal Processing Letters

fastsbl icon fastsbl

A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem

fastsdpcut icon fastsdpcut

This is the code for the paper "A fast semidefinite approach to solving binary quadratic problems", P. Wang, C. Shen, A. van den Hengel. Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2013.

fcrl icon fcrl

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

fdmmwave icon fdmmwave

Algorithmic solution for hybrid beamforming on full-duplex millimeter wave communications

fedbcd icon fedbcd

Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models", accepted by AAAI Conference on Artificial Intelligence 2021.

feddr icon feddr

Implementation of FedDR algorithm for federated learning.

federated-learning icon federated-learning

A Keras implementation of FederatedAvergaing [McMahan, Brendan, et al. 2017] and Lazily Aggregated Stochastic Gradients [Chen, Tianyi, Yuejiao Sun, and Wotao Yin. 2020]

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