Jy-yong Sohn

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification.

[BibT_eX]

[DOI]

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Looped Transformers as Programmable Computers.

[BibT_eX]

[DOI]

Dimitris Papailiopoulos

Proceedings of the International Conference on Machine Learning, 2023

Equal Improvability: A New Fairness Notion Considering the Long-term Impact.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Can We Find Strong Lottery Tickets in Generative Models?

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Rare Gems: Finding Lottery Tickets at Initialization.

[BibT_eX]

[DOI]

CoRR, 2022

Rare Gems: Finding Lottery Tickets at Initialization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Breaking Fair Binary Classification with Optimal Flipping Attacks.

[BibT_eX]

[DOI]

Changhun Jo

Proceedings of the IEEE International Symposium on Information Theory, 2022

GenLabel: Mixup Relabeling using Generative Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Finding Nearly Everything within Random Binary Networks.

[BibT_eX]

[DOI]

Kartik Sreenivasan

Shashank Rajput

Proceedings of the International Conference on Artificial Intelligence and Statistics, 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

Finding Everything within Random Binary Networks.

[BibT_eX]

[DOI]

Kartik Sreenivasan

Shashank Rajput

CoRR, 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

2020

Communication-Computation Efficient Secure Aggregation for Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Attack of the Tails: Yes, You Really Can Backdoor Federated Learning.

[BibT_eX]

[DOI]

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

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

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

2018

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

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 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]

Sung Whan Yoon

IEEE Trans. Wirel. Commun., 2017

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

[BibT_eX]

[DOI]

Sung Whan Yoon