Hawoong Jeong

42 papers A* 4A 2Misc 1Journal 32Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Stochastic resetting mitigates latent gradient bias of SGD from label noise.
Mach. Learn. Sci. Technol.
Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong
2025 J jnl
Uncovering Emergent Physics Representations Learned In-Context by Large Language Models.
CoRR
Yeongwoo Song, Jaeyong Bae, Dong-Kyum Kim, Hawoong Jeong
2024 J jnl
Exploring how deep learning decodes anomalous diffusion via Grad-CAM.
CoRR
Jaeyong Bae, Yongjoo Baek, Hawoong Jeong
2024 J jnl
From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture.
CoRR
Jaeyong Bae, Hawoong Jeong
2024 J jnl
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks.
CoRR
Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong
2024 J jnl
Network analysis reveals news press landscape and asymmetric user polarization.
CoRR
Byunghwee Lee, Hyo-sun Ryu, Jae Kook Lee, Hawoong Jeong, Beom Jun Kim
2024 J jnl
Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels.
CoRR
Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong
2024 A* conf
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning.
ICLR
Yeongwoo Song, Hawoong Jeong
2023 A* conf
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network.
ICLR
Seungwoong Ha, Hawoong Jeong
2023 A* conf
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning.
ICML
Seungwoong Ha, Hawoong Jeong
2023 J jnl
Untangling pair synergy in the evolution of collaborative scientific impact.
EPJ Data Sci.
Gangmin Son, Jinhyuk Yun, Hawoong Jeong
2022 J jnl
Identifying Hamiltonian manifold in neural networks.
CoRR
Yeongwoo Song, Hawoong Jeong
2022 J jnl
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network.
CoRR
Seungwoong Ha, Hawoong Jeong
2022 J jnl
Quantifying team chemistry in scientific collaboration.
CoRR
Gangmin Son, Jinhyuk Yun, Hawoong Jeong
2022 J jnl
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning.
CoRR
Seungwoong Ha, Hawoong Jeong
2021 J jnl
Attaining entropy production and dissipation maps from Brownian movies via neural networks.
CoRR
Youngkyoung Bae, Dong-Kyum Kim, Hawoong Jeong
2021 J jnl
Discovering conservation laws from trajectories via machine learning.
CoRR
Seungwoong Ha, Hawoong Jeong
2020 J jnl
Deep Reinforcement Learning for Feedback Control in a Collective Flashing Ratchet.
CoRR
Dong-Kyum Kim, Hawoong Jeong
2020 J jnl
Explosive synchronization in multilayer dynamically dissimilar networks.
J. Comput. Sci.
Sarika Jalan, Ajay Deep Kachhvah, Hawoong Jeong
2020 J jnl
Learning entropy production via neural networks.
CoRR
Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee, Hawoong Jeong
2020 J jnl
Towards Automated Statistical Physics : Data-driven Modeling of Complex Systems with Deep Learning.
CoRR
Seungwoong Ha, Hawoong Jeong
2020 J jnl
Uncovering Hidden Dependency in Weighted Networks via Information Entropy.
CoRR
Mi Jin Lee, Eun Lee, Byunghwee Lee, Hawoong Jeong, Deok-Sun Lee, Sang Hoon Lee
2017 J jnl
Emergence of Long-Term Memory in Popularity.
CoRR
Hyungjoon Soh, Joo Hyung Hong, Jaeseung Jeong, Hawoong Jeong
2017 J jnl
Understanding the Historic Emergence of Diversity in Painting via Color Contrast.
CoRR
Byunghwee Lee, Daniel Kim, Hawoong Jeong, Seunghye Sun, Juyong Park
2016 J jnl
Early Adhesion of Structural Inequality in the Formation of Collaborative Knowledge, Wikipedia.
CoRR
Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong
2016 J jnl
Technological novelty profile and invention's future impact.
EPJ Data Sci.
Daniel Kim, Daniel Burkhardt Cerigo, Hawoong Jeong, Hyejin Youn
2015 J jnl
Intellectual Interchanges in the History of Massive Online Open-editing Encyclopedia, Wikipedia.
CoRR
Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong
2015 J jnl
Scaling Properties in Time-Varying Networks with Memory.
CoRR
Hyewon Kim, Meesoon Ha, Hawoong Jeong
2014 J jnl
Anatomy of Scientific Evolution.
CoRR
Jinhyuk Yun, Pan-Jun Kim, Hawoong Jeong
2012 J jnl
Fundamental Structural Constraint of Scale-Free Networks
CoRR
Yongjoo Baek, Daniel Kim, Meesoon Ha, Hawoong Jeong
2011 J jnl
Global organization of protein complexome in the yeast Saccharomyces cerevisiae.
BMC Syst. Biol.
Sang Lee, Pan-Jun Kim, Hawoong Jeong
2011 J jnl
The map equation for link community
CoRR
Youngdo Kim, Hawoong Jeong
2010 J jnl
Finite-Size Scaling in Random $K$-Satisfiability Problems
CoRR
Sang Hoon Lee, Meesoon Ha, Chanil Jeon, Hawoong Jeong
2010 Misc conf
Understanding topological mesoscale features in community mining.
COMSNETS
Sue B. Moon, Jinyoung You, Haewoon Kwak, Daniel Kim, Hawoong Jeong
2009 — conf
Community Identification in Directed Networks.
Complex (2)
Youngdo Kim, Seung-Woo Son, Hawoong Jeong
2009 — conf
Inefficiency in Networks with Multiple Sources and Sinks.
Complex (1)
Hyejin Youn, Michael T. Gastner, Hawoong Jeong
2009 A conf
Mining communities in networks: a solution for consistency and its evaluation.
Internet Measurement Conference
Haewoon Kwak, Yoonchan Choi, Young-Ho Eom, Hawoong Jeong, Sue B. Moon
2009 — conf
Phase Transition of Active Rotators in Complex Networks.
Complex (1)
Seung-Woo Son, Hawoong Jeong, Hyunsuk Hong
2008 A conf
Comparison of online social relations in volume vs interaction: a case study of cyworld.
Internet Measurement Conference
Hyunwoo Chun, Haewoon Kwak, Young-Ho Eom, Yong-Yeol Ahn, Sue B. Moon, Hawoong Jeong
2007 A* conf
Analysis of topological characteristics of huge online social networking services.
WWW
Yong-Yeol Ahn, Seungyeop Han, Haewoon Kwak, Sue B. Moon, Hawoong Jeong
2003 J jnl
Subnetwork hierarchies of biochemical pathways.
Bioinform.
Petter Holme, Mikael Huss, Hawoong Jeong
1999 J jnl
The diameter of the world wide web
CoRR
Réka Albert, Hawoong Jeong, Albert-László Barabási