Yifei Shen

Xiaohu You

Andreas Toftegaard Kristensen

Andreas Peter Burg

IEEE Wirel. Commun. Lett., 2022

Efficient MMSE-PIC Detection for Polar-Coded System Using Tree-Structured Gray Codes.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

Learn to Communicate With Neural Calibration: Scalability and Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

A Synchro-Set-Aided Breadth-First Sphere Decoder for Polar-Coded MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Fast Iterative Soft-Output List Decoding of Polar Codes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

A Sequence Repetition Node-Based Successive Cancellation List Decoder for 5G Polar Codes: Algorithm and Implementation.

[BibT_eX]

[DOI]

Yuqing Ren

Andreas Burg

IEEE Trans. Signal Process., 2022

High-Throughput Flexible Belief Propagation List Decoder for Polar Codes.

[BibT_eX]

[DOI]

Yuqing Ren

Andreas Toftegaard Kristensen

Leyu Zhang

Andreas Burg

CoRR, 2022

Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

Efficient polar coding scheme and implementation with shared information bits.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

Content-Aware Client Selection for Federated Learning in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Fast Sequence Repetition Node-Based Successive Cancellation List Decoding for Polar Codes.

[BibT_eX]

[DOI]

Andreas Toftegaard Kristensen

Yuqing Ren

Xiaohu You

Andreas Peter Burg

Proceedings of the IEEE International Conference on Communications, 2022

How Neural Architectures Affect Deep Learning for Communication Networks?

[BibT_eX]

[DOI]

Jun Zhang

Khaled Ben Letaief

Proceedings of the IEEE International Conference on Communications, 2022

Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Spatiotemporal 2-D Channel Coding for Very Low Latency Reliable MIMO Transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2022 Workshops, 2022

List Ordered Statistics Decoders for Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Neural Piecewise-Constant Delay Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Invariant Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

scDetect: a rank-based ensemble learning algorithm for cell type identification of single-cell RNA sequencing in cancer.

[BibT_eX]

[DOI]

Bioinform., November, 2021

Hardware Implementation for Bipartite Belief Propagation Polar Decoding with Bit Flipping.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2021

Blind Data Detection in Massive MIMO via ℓ₃-Norm Maximization Over the Stiefel Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

An Efficient Detector for Massive MIMO Based on Improved Matrix Partition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Efficient Row-Layered Decoder for Sparse Code Multiple Access.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Hardware Implementation for Belief Propagation Flip Decoding of Polar Codes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Invariant Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

TOD-CUP: a gene expression rank-based majority vote algorithm for tissue origin diagnosis of cancers of unknown primary.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Reconstructing Dura-Europos From Sparse Photo Collections Using Deep Contour Extraction.

[BibT_eX]

[DOI]

Proceedings of the GCH 2021, 2021

Reinforcement Learning Enhanced Explainer for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Recognizing Vector Graphics without Rasterization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

AI Empowered Resource Management for Future Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Efficient Fast-SCAN Flip Decoder for Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Adaptive Successive Cancellation Priority Decoder for 5G Polar Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

How Powerful is Graph Convolution for Recommendation?

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Decentralized Statistical Inference with Unrolled Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Low-Latency Segmented List-Pruning Software Polar List Decoder.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Efficient Belief Propagation Polar Decoder With Loop Simplification Based Factor Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

A General Construction and Encoder Implementation of Polar Codes.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2020

Autogeneration of Pipelined Belief Propagation Polar Decoders.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2020

Improved Belief Propagation Polar Decoders With Bit-Flipping Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Enhanced Belief Propagation Decoder for 5G Polar Codes With Bit-Flipping.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Blind Data Detection in Massive MIMO via ℓ<sub>3</sub>-norm Maximization over the Stiefel Manifold.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient stochastic successive cancellation list decoder for polar codes.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

Complete Dictionary Learning via ℓ<sub>p</sub>-norm Maximization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Bipartite Belief Propagation Polar Decoding With Bit-Flipping.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2020

LSTM Network-Assisted Belief Propagation Flip Polar Decoder.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Polar Codes with Memory.

[BibT_eX]

[DOI]

CoRR, 2019

Comparing large-scale graphs based on quantum probability theory.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2019

Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Graph Neural Network Approach for Scalable Wireless Power Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Flexible and Adaptive Path Splitting of Simplified Successive Cancellation List Polar Decoding.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018

LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples.

[BibT_eX]

[DOI]

CoRR, 2018

A Low-Complexity Massive MIMO Detection Algorithm Based on Matrix Partition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Workshop on Signal Processing Systems, 2018

Comparing Massive Networks via Moment Matrices.

[BibT_eX]

[DOI]

Hayoung Choi