Lee, Kangwook

Speeding Up Distributed Machine Learning Using Codes

Lee, K., Lam, M., Pedarsani, R., Papailiopoulos, D., & Ramchandran, K. (2018) · IEEE Transactions on Information Theory

Advanced Data Storage TechnologiesStochastic Gradient Optimization Techniques

Cited by 829

Attack of the tails: Yes, you really can backdoor federated learning

Wang, H., Sreenivasan, K., Rajput, S., Vishwakarma, H., Agarwal, S., Sohn, J.-Y., Lee, K., & Papailiopoulos, D. (2020) · arXiv

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 406

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

Lee, G., Hartmann, V., Park, J., Papailiopoulos, D., & Lee, K. (2023) · arXiv

Speech and dialogue systemsTopic Modeling

Cited by 34

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

Lee, G., Hartmann, V., Park, J., Papailiopoulos, D., & Lee, K. (2023) · Findings of the Association for Computational Linguistics: ACL 2023

Speech and dialogue systemsTopic Modeling

Cited by 34

Dual Operating Modes of In-Context Learning

Lin, Z., & Lee, K. (2024) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 1

Looped Transformers for Length Generalization

Fan, Y., Du, Y., Ramchandran, K., & Lee, K. (2024) · arXiv

semigroups and automata theoryComputability, Logic, AI Algorithms

Cited by 0