Yeong-Dae Kwon

According to our database, Yeong-Dae Kwon authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Less for More: Enhancing Preference Learning in Generative Language Models with Automated Self-Curation of Training Corpora.

JoonHo Lee, JuYoun Son, Juree Seok, Wooseok Jang, Yeong-Dae Kwon

CoRR, 2024

CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only.

Junhee Cho, Jihoon Kim, Daseul Bae, Jinho Choo, Youngjune Gwon, Yeong-Dae Kwon

CoRR, 2024

Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation.

JoonHo Lee, Jae Oh Woo, Juree Seok, Parisa Hassanzadeh, Wooseok Jang, JuYoun Son, Sima Didari, Baruch Gutow, Heng Hao, Hankyu Moon, Wenjun Hu, Yeong-Dae Kwon, Taehee Lee, Seungjai Min

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Simulation-guided Beam Search for Neural Combinatorial Optimization.

Jinho Choo, Yeong-Dae Kwon, Jihoon Kim, Jeongwoo Jae, André Hottung, Kevin Tierney, Youngjune Gwon

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

Efficient Active Search for Combinatorial Optimization Problems.

André Hottung, Yeong-Dae Kwon, Kevin Tierney

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning.

Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon

CoRR, 2021

Matrix encoding networks for neural combinatorial optimization.

Yeong-Dae Kwon, Jinho Choo, Iljoo Yoon, Minah Park, Duwon Park, Youngjune Gwon

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

2020

POMO: Policy Optimization with Multiple Optima for Reinforcement Learning.

Yeong-Dae Kwon, Jinho Choo, Byoungjip Kim, Iljoo Yoon, Youngjune Gwon, Seungjai Min

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