Hawoong Jeong

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 22

Top Topics

Statistical Physics

Dempster Shafer

Top Venues

J. Comput. Sci.

Publications

Yeongwoo Song, Hawoong Jeong
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning. ICLR (2024)
Jaeyong Bae, Hawoong Jeong
From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture. CoRR (2024)
Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks. CoRR (2024)
Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong
Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels. CoRR (2024)
Seungwoong Ha, Hawoong Jeong
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network. ICLR (2023)
Gangmin Son, Jinhyuk Yun, Hawoong Jeong
Untangling pair synergy in the evolution of collaborative scientific impact. EPJ Data Sci. 12 (1) (2023)
Seungwoong Ha, Hawoong Jeong
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning. ICML (2023)
Seungwoong Ha, Hawoong Jeong
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning. CoRR (2022)
Seungwoong Ha, Hawoong Jeong
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network. CoRR (2022)
Yeongwoo Song, Hawoong Jeong
Identifying Hamiltonian manifold in neural networks. CoRR (2022)
Gangmin Son, Jinhyuk Yun, Hawoong Jeong
Quantifying team chemistry in scientific collaboration. CoRR (2022)
Youngkyoung Bae, Dong-Kyum Kim, Hawoong Jeong
Attaining entropy production and dissipation maps from Brownian movies via neural networks. CoRR (2021)
Seungwoong Ha, Hawoong Jeong
Discovering conservation laws from trajectories via machine learning. CoRR (2021)
Seungwoong Ha, Hawoong Jeong
Towards Automated Statistical Physics : Data-driven Modeling of Complex Systems with Deep Learning. CoRR (2020)
Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee, Hawoong Jeong
Learning entropy production via neural networks. CoRR (2020)
Sarika Jalan, Ajay Deep Kachhvah, Hawoong Jeong
Explosive synchronization in multilayer dynamically dissimilar networks. J. Comput. Sci. 46 (2020)
Mi Jin Lee, Eun Lee, Byunghwee Lee, Hawoong Jeong, Deok-Sun Lee, Sang Hoon Lee
Uncovering Hidden Dependency in Weighted Networks via Information Entropy. CoRR (2020)
Dong-Kyum Kim, Hawoong Jeong
Deep Reinforcement Learning for Feedback Control in a Collective Flashing Ratchet. CoRR (2020)
Byunghwee Lee, Daniel Kim, Hawoong Jeong, Seunghye Sun, Juyong Park
Understanding the Historic Emergence of Diversity in Painting via Color Contrast. CoRR (2017)
Hyungjoon Soh, Joo Hyung Hong, Jaeseung Jeong, Hawoong Jeong
Emergence of Long-Term Memory in Popularity. CoRR (2017)
Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong
Early Adhesion of Structural Inequality in the Formation of Collaborative Knowledge, Wikipedia. CoRR (2016)
Daniel Kim, Daniel Burkhardt Cerigo, Hawoong Jeong, Hyejin Youn
Technological novelty profile and invention's future impact. EPJ Data Sci. 5 (1) (2016)
Hyewon Kim, Meesoon Ha, Hawoong Jeong
Scaling Properties in Time-Varying Networks with Memory. CoRR (2015)
Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong
Intellectual Interchanges in the History of Massive Online Open-editing Encyclopedia, Wikipedia. CoRR (2015)
Jinhyuk Yun, Pan-Jun Kim, Hawoong Jeong
Anatomy of Scientific Evolution. CoRR (2014)
Yongjoo Baek, Daniel Kim, Meesoon Ha, Hawoong Jeong
Fundamental Structural Constraint of Scale-Free Networks CoRR (2012)
Youngdo Kim, Hawoong Jeong
The map equation for link community CoRR (2011)
Sang Lee, Pan-Jun Kim, Hawoong Jeong
Global organization of protein complexome in the yeast Saccharomyces cerevisiae. BMC Syst. Biol. 5 (2011)
Sue B. Moon, Jinyoung You, Haewoon Kwak, Daniel Kim, Hawoong Jeong
Understanding topological mesoscale features in community mining. COMSNETS (2010)
Sang Hoon Lee, Meesoon Ha, Chanil Jeon, Hawoong Jeong
Finite-Size Scaling in Random $K$-Satisfiability Problems CoRR (2010)
Youngdo Kim, Seung-Woo Son, Hawoong Jeong
Community Identification in Directed Networks. Complex (2) (2009)
Hyejin Youn, Michael T. Gastner, Hawoong Jeong
Inefficiency in Networks with Multiple Sources and Sinks. Complex (1) (2009)
Haewoon Kwak, Yoonchan Choi, Young-Ho Eom, Hawoong Jeong, Sue B. Moon
Mining communities in networks: a solution for consistency and its evaluation. Internet Measurement Conference (2009)
Seung-Woo Son, Hawoong Jeong, Hyunsuk Hong
Phase Transition of Active Rotators in Complex Networks. Complex (1) (2009)
Hyunwoo Chun, Haewoon Kwak, Young-Ho Eom, Yong-Yeol Ahn, Sue B. Moon, Hawoong Jeong
Comparison of online social relations in volume vs interaction: a case study of cyworld. Internet Measurement Conference (2008)
Yong-Yeol Ahn, Seungyeop Han, Haewoon Kwak, Sue B. Moon, Hawoong Jeong
Analysis of topological characteristics of huge online social networking services. WWW (2007)
Petter Holme, Mikael Huss, Hawoong Jeong
Subnetwork hierarchies of biochemical pathways. Bioinform. 19 (4) (2003)
Réka Albert, Hawoong Jeong, Albert-László Barabási
The diameter of the world wide web CoRR (1999)