Jaekyun Moon

CoRR, 2023

EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

Mohammad Mahdi Rahimi

Hasnain Irshad Bhatti

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

StableFDG: Style and Attention Based Learning for Federated Domain Generalization.

[BibT_eX]

[DOI]

Christopher G. Brinton

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

NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks.

[BibT_eX]

[DOI]

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

SplitGP: Achieving Both Generalization and Personalization in Federated Learning.

[BibT_eX]

[DOI]

Do-Yeon Kim

Christopher G. Brinton

Proceedings of the IEEE INFOCOM 2023, 2023

Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Locally Supervised Learning with Periodic Global Guidance.

[BibT_eX]

[DOI]

Hasnain Irshad Bhatti

Dimitris S. Papailiopoulos

CoRR, 2022

Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

GenLabel: Mixup Relabeling using Generative Models.

[BibT_eX]

[DOI]

Kangwook Lee

Proceedings of the International Conference on Machine Learning, 2022

Deep Neural Network Compression for Image Inpainting.

[BibT_eX]

[DOI]

Soyeong Kim

Do-Yeon Kim

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Active Object Detection with Epistemic Uncertainty and Hierarchical Information Aggregation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Coded Wireless Distributed Computing With Packet Losses and Retransmissions.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Characterization of Inter-Cell Interference in 3D NAND Flash Memory.

[BibT_eX]

[DOI]

Sukkwang Park

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

FedMes: Speeding Up Federated Learning With Multiple Edge Servers.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Few-Round Learning for Federated Learning.

[BibT_eX]

[DOI]

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

Sageflow: Robust Federated Learning against Both Stragglers and Adversaries.

[BibT_eX]

[DOI]

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

TiBroco: A Fast and Secure Distributed Learning Framework for Tiered Wireless Edge Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

CAFENet: Class-Agnostic Few-Shot Edge Detection Network.

[BibT_eX]

[DOI]

Younghyun Park

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Improving SSD Read Latency via Coding.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2020

Communication-Computation Efficient Secure Aggregation for Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Task-Adaptive Feature Transformer for Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2019

Capacity of Clustered Distributed Storage.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Secure Clustered Distributed Storage Against Eavesdropping.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Irregular Product Coded Computation for High-Dimensional Matrix Multiplication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Coded Matrix Multiplication on a Group-Based Model.

[BibT_eX]

[DOI]

Muah Kim

Proceedings of the IEEE International Symposium on Information Theory, 2019

Coded Distributed Computing over Packet Erasure Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Scalable Network-Coded PBFT Consensus Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Bi-Directional Cooperative NOMA Without Full CSIT.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Combined Window-Filter Waveform Design With Transmitter-Side Channel State Information.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth, Reliability, and Storage Overhead.

[BibT_eX]

[DOI]

Dongwon Lee

IEEE Trans. Commun., 2018

Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Dynamic Power Allocation and User Scheduling for Power-Efficient and Low-Latency Communications.

[BibT_eX]

[DOI]

CoRR, 2018

Meta Learner with Linear Nulling.

[BibT_eX]

[DOI]

CoRR, 2018

Explicit Construction of MBR Codes for Clustered Distributed Storage.

[BibT_eX]

[DOI]

CoRR, 2018

A Class of MSR Codes for Clustered Distributed Storage.

[BibT_eX]

[DOI]

Beongjun Choi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Hierarchical Coding for Distributed Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

On Reusing Pilots Among Interfering Cells in Massive MIMO.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Pilot Reuse Strategy Maximizing the Weighted-Sum-Rate in Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

Combined Subband-Subcarrier Spectral Shaping in Multi-Carrier Modulation Under the Excess Frame Length Constraint.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

NOMA in Distributed Antenna System for Max-Min Fairness and Max-Sum-Rate.

[BibT_eX]

[DOI]

CoRR, 2017

Low-complexity concatenated polar codes with excellent scaling behavior.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

Improving read access time of high-performance solid-state drives via layered coding schemes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Secure clustered distributed storage against eavesdroppers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

RS-LDPC Concatenated Coding for the Modern Tape Storage Channel.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Breaking the Trapping Sets in LDPC Codes: Check Node Removal and Collaborative Decoding.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Reducing repair-bandwidth using codes based on factor graphs.

[BibT_eX]

[DOI]

Dongwon Lee

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2015

Two-Dimensional Error-Pattern-Correcting Codes.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

When pilots should not be reused across interfering cells in massive MIMO.

[BibT_eX]

[DOI]

Ji Yong Sohn

Proceedings of the IEEE International Conference on Communication, 2015

2014

Concatenated Raptor Codes in NAND Flash Memory.

[BibT_eX]

[DOI]

Geunyeong Yu

IEEE J. Sel. Areas Commun., 2014

2013

RS-Enhanced TCM for Multilevel Flash Memories.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Self-Iterating Soft Equalizer.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Statistical Characterization of Noise and Interference in NAND Flash Memory.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2013

Regularized Zero-Forcing Interference Alignment for the Two-Cell MIMO Interfering Broadcast Channel.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

MMSE-based filter design for multi-user peer-to-peer MIMO amplify-and-forward relay systems.

[BibT_eX]

[DOI]

Jaeyoung Ahn

Proceedings of IEEE International Conference on Communications, 2013

Multi-directional self-iterating soft equalization for 2D intersymbol interference.

[BibT_eX]

[DOI]

Jaehyeong No

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Easily Computed Lower Bounds on the Information Rate of Intersymbol Interference Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Low-Complexity Iterative Channel Estimation for Turbo Receivers.

[BibT_eX]

[DOI]

Daejung Yoon

IEEE Trans. Commun., 2012

Weighted-Sum-Rate-Maximizing Linear Transceiver Filters for the K-User MIMO Interference Channel.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Noise and interference characterization for MLC flash memories.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2012

Parallel LDPC decoder implementation on GPU based on unbalanced memory coalescing.

[BibT_eX]

[DOI]

Soonyoung Kang

Proceedings of IEEE International Conference on Communications, 2012

Two-dimensional cyclic codes correcting known error patterns.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

The Error-Pattern-Correcting Turbo Equalizer: Spectrum Thinning at High SNRs.

[BibT_eX]

[DOI]

Hakim Alhussien

IEEE Trans. Inf. Theory, 2011

Soft-Decision-Driven Channel Estimation for Pipelined Turbo Receivers.

[BibT_eX]

[DOI]

Daejung Yoon

IEEE Trans. Commun., 2011

Soft-In Soft-Out DFE and Bi-Directional DFE.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Weighted Sum Rate Maximizing Transceiver Design in MIMO Interference Channel.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Statistical Analysis of Flash Memory Read Data.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

2010

An Iteratively Decodable Tensor Product Code with Application to Data Storage.

[BibT_eX]

[DOI]

Hakim Alhussien

IEEE J. Sel. Areas Commun., 2010

The Error-Pattern-Correcting Turbo Equalizer

[BibT_eX]

[DOI]

Hakim Alhussien

CoRR, 2010

Soft-Decision-Directed MIMO Channel Estimation Geared to Pipelined Turbo Receiver Architecture.

[BibT_eX]

[DOI]

Daejung Yoon

Proceedings of IEEE International Conference on Communications, 2010

Turbo Equalization Based on Bi-Directional DFE.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2010

2008

Reduced-Complexity Soft MIMO Detection Based on Causal and Noncausal Decision Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Timing Recovery in Conjunction With Maximum Likelihood Sequence Detection in the Presence of Intersymbol Interference.

[BibT_eX]

[DOI]

Jaewook Lee

IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Constrained Partial Response Receivers for High-Speed Links.

[BibT_eX]

[DOI]

Mahmoud Reza Ahmadi

Ramesh Harjani

IEEE Trans. Circuits Syst. II Express Briefs, 2008

2007

Transmitter Precoding with Reduced-Complexity Soft Detection for MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

Error Probability Bounds for Bit-Interleaved Space-Time Trellis Coding Over Block-Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

2006

Bit-interleaved space-time trellis coding for frequency selective block fading channels.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2006

Soft Detection with Linear Precoding for Spatial Multiplexing Systems.

[BibT_eX]

[DOI]

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Cyclic Codes Tailored to a Known Set of Error Patterns.

[BibT_eX]

[DOI]

Jihoon Park

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Decision-Directed Timing Recovery Based on Maintaining Multiple Phase Trajectories.

[BibT_eX]

[DOI]

Jaewook Lee

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005

Turbo equalization via constrained-delay APP estimation with decision feedback.

[BibT_eX]

[DOI]

Farshid Rafiee Rad

IEEE Trans. Commun., 2005

Low complexity turbo equalization for high density magnetic recording.

[BibT_eX]

[DOI]

Farshid Rafiee Rad

Proceedings of IEEE International Conference on Communications, 2005

Detection of prescribed error events: application to perpendicular recording.

[BibT_eX]

[DOI]

Jihoon Park

Proceedings of IEEE International Conference on Communications, 2005

On reduced-complexity soft demapping in MIMO systems with spatial multiplexing.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2005

Joint CFO, data symbol and channel response estimation in OFDM systems.

[BibT_eX]

[DOI]

Hui Jin

Proceedings of IEEE International Conference on Communications, 2005

2004

CCK demodulation via symbol decision feedback equalizer.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2004

Carrier phase and frequency recovery for MIMO-OFDM.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Alternative structure for computing APPs of the Markov source.

[BibT_eX]

[DOI]

Jongseung Park

IEEE Trans. Inf. Theory, 2003

2002

A reconfigurable FPGA-based readback signal generator for hard-drive read channel simulator.

[BibT_eX]

[DOI]

Jinghuan Chen

Kia Bazargan

Proceedings of the 39th Design Automation Conference, 2002

2001

Signal space detection for recording channels with jitter noise.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2001

Editorial signal processing for high density storage channels.

[BibT_eX]

[DOI]

Kees A. Schouhamer Immink

H. Thapar

B. V. K. Vijaya Kumar

IEEE J. Sel. Areas Commun., 2001

Pattern-dependent noise prediction in signal-dependent noise.

[BibT_eX]

[DOI]

Jongseung Park

IEEE J. Sel. Areas Commun., 2001

The effect of jitter noise on binary input intersymbol interference channel capacity.

[BibT_eX]

[DOI]

Travis R. Oenning

Proceedings of the IEEE International Conference on Communications, 2001

Low density parity check coding for magnetic recording channels with media noise.

[BibT_eX]

[DOI]

Travis R. Oenning

Proceedings of the IEEE International Conference on Communications, 2001

A new soft-output detection method for the magnetic recording channel.

[BibT_eX]

[DOI]

Jongseung Park

Proceedings of the Global Telecommunications Conference, 2001

Increasing data rates through iterative coding and antenna diversity in OFDM-based wireless communication.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2001

2000

Multidimensional signal space partitioning using a minimal set of hyperplanes for detecting ISI-corrupted symbols.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2000

1998

Sequence detection for binary ISI channels using signal-space partitioning.

[BibT_eX]

[DOI]

Taehyun Jeon

IEEE Trans. Commun., 1998

The role of SP in data-storage systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 1998

Delay-constrained asymptotically optimal detection using signal-space partitioning.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Communications, 1998

1997

A theoretical study of linear and nonlinear equalization in nonlinear magnetic storage channels.

[BibT_eX]

[DOI]

Sapthotharan K. Nair

IEEE Trans. Neural Networks, 1997

Data storage channel equalization using neural networks.

[BibT_eX]

[DOI]

Sapthotharan K. Nair

IEEE Trans. Neural Networks, 1997

1994

Efficient sequence detection for intersymbol interference channels with run-length constraints.

[BibT_eX]

[DOI]