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ORCIDHawoong Jeong
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2020 – today
- 2024
[c10]Yeongwoo Song, Hawoong Jeong:
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning. ICLR 2024- [i25]Youngkyoung Bae, Seungwoong Ha, Hawoong Jeong:
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks. CoRR abs/2402.01338 (2024) - [i24]Jaeyong Bae, Hawoong Jeong:
From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture. CoRR abs/2405.00642 (2024) - [i23]Youngkyoung Bae, Yeongwoo Song, Hawoong Jeong:
Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels. CoRR abs/2406.00396 (2024) - [i22]Byunghwee Lee, Hyo-sun Ryu, Jae Kook Lee, Hawoong Jeong, Beom Jun Kim:
Network analysis reveals news press landscape and asymmetric user polarization. CoRR abs/2408.07900 (2024) - [i21]Jaeyong Bae, Yongjoo Baek, Hawoong Jeong:
Exploring how deep learning decodes anomalous diffusion via Grad-CAM. CoRR abs/2410.16345 (2024) - 2023
- [j5]Gangmin Son, Jinhyuk Yun, Hawoong Jeong
:
Untangling pair synergy in the evolution of collaborative scientific impact. EPJ Data Sci. 12(1): 62 (2023) - [c9]Seungwoong Ha, Hawoong Jeong:
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network. ICLR 2023 - [c8]Seungwoong Ha, Hawoong Jeong:
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning. ICML 2023: 12319-12338 - 2022
- [i20]Gangmin Son, Jinhyuk Yun, Hawoong Jeong:
Quantifying team chemistry in scientific collaboration. CoRR abs/2202.07252 (2022) - [i19]Seungwoong Ha, Hawoong Jeong:
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning. CoRR abs/2204.12371 (2022) - [i18]Seungwoong Ha, Hawoong Jeong:
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network. CoRR abs/2208.13179 (2022) - [i17]Yeongwoo Song, Hawoong Jeong:
Identifying Hamiltonian manifold in neural networks. CoRR abs/2212.01168 (2022) - 2021
- [i16]Seungwoong Ha, Hawoong Jeong:
Discovering conservation laws from trajectories via machine learning. CoRR abs/2102.04008 (2021) - [i15]Youngkyoung Bae, Dong-Kyum Kim, Hawoong Jeong:
Attaining entropy production and dissipation maps from Brownian movies via neural networks. CoRR abs/2106.15108 (2021) - 2020
- [j4]Sarika Jalan, Ajay Deep Kachhvah, Hawoong Jeong:
Explosive synchronization in multilayer dynamically dissimilar networks. J. Comput. Sci. 46: 101177 (2020) - [i14]Seungwoong Ha, Hawoong Jeong:
Towards Automated Statistical Physics : Data-driven Modeling of Complex Systems with Deep Learning. CoRR abs/2001.02539 (2020) - [i13]Dong-Kyum Kim, Youngkyoung Bae, Sangyun Lee, Hawoong Jeong:
Learning entropy production via neural networks. CoRR abs/2003.04166 (2020) - [i12]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 abs/2008.11047 (2020) - [i11]Dong-Kyum Kim, Hawoong Jeong:
Deep Reinforcement Learning for Feedback Control in a Collective Flashing Ratchet. CoRR abs/2011.10357 (2020)
2010 – 2019
- 2017
- [i10]Byunghwee Lee, Daniel Kim, Hawoong Jeong, Seunghye Sun, Juyong Park:
Understanding the Historic Emergence of Diversity in Painting via Color Contrast. CoRR abs/1701.07164 (2017) - [i9]Hyungjoon Soh, Joo Hyung Hong, Jaeseung Jeong, Hawoong Jeong:
Emergence of Long-Term Memory in Popularity. CoRR abs/1712.02234 (2017) - 2016
- [j3]Daniel Kim, Daniel Burkhardt Cerigo, Hawoong Jeong, Hyejin Youn:
Technological novelty profile and invention's future impact. EPJ Data Sci. 5(1): 8 (2016) - [i8]Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong:
Early Adhesion of Structural Inequality in the Formation of Collaborative Knowledge, Wikipedia. CoRR abs/1610.06006 (2016) - 2015
- [i7]Hyewon Kim, Meesoon Ha, Hawoong Jeong:
Scaling Properties in Time-Varying Networks with Memory. CoRR abs/1508.03545 (2015) - [i6]Jinhyuk Yun, Sang Hoon Lee, Hawoong Jeong:
Intellectual Interchanges in the History of Massive Online Open-editing Encyclopedia, Wikipedia. CoRR abs/1510.06092 (2015) - 2014
- [i5]Jinhyuk Yun, Pan-Jun Kim, Hawoong Jeong:
Anatomy of Scientific Evolution. CoRR abs/1405.0917 (2014) - 2012
- [i4]Yongjoo Baek, Daniel Kim, Meesoon Ha, Hawoong Jeong:
Fundamental Structural Constraint of Scale-Free Networks. CoRR abs/1207.0349 (2012) - 2011
- [j2]Sang Lee, Pan-Jun Kim, Hawoong Jeong:
Global organization of protein complexome in the yeast Saccharomyces cerevisiae. BMC Syst. Biol. 5: 126 (2011) - [i3]Youngdo Kim, Hawoong Jeong:
The map equation for link community. CoRR abs/1105.0257 (2011) - 2010
- [c7]Sue B. Moon, Jinyoung You, Haewoon Kwak, Daniel Kim, Hawoong Jeong:
Understanding topological mesoscale features in community mining. COMSNETS 2010: 1-10 - [i2]Sang Hoon Lee, Meesoon Ha, Chanil Jeon, Hawoong Jeong:
Finite-Size Scaling in Random $K$-Satisfiability Problems. CoRR abs/1005.0251 (2010)
2000 – 2009
- 2009
- [c6]Seung-Woo Son, Hawoong Jeong, Hyunsuk Hong:
Phase Transition of Active Rotators in Complex Networks. Complex (1) 2009: 242-246 - [c5]Hyejin Youn, Michael T. Gastner, Hawoong Jeong:
Inefficiency in Networks with Multiple Sources and Sinks. Complex (1) 2009: 334-338 - [c4]Youngdo Kim, Seung-Woo Son, Hawoong Jeong:
Community Identification in Directed Networks. Complex (2) 2009: 2050-2053 - [c3]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: 301-314 - 2008
- [c2]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: 57-70 - 2007
- [c1]Yong-Yeol Ahn, Seungyeop Han, Haewoon Kwak, Sue B. Moon, Hawoong Jeong:
Analysis of topological characteristics of huge online social networking services. WWW 2007: 835-844 - 2003
- [j1]Petter Holme, Mikael Huss, Hawoong Jeong:
Subnetwork hierarchies of biochemical pathways. Bioinform. 19(4): 532-538 (2003)
1990 – 1999
- 1999
- [i1]Réka Albert, Hawoong Jeong, Albert-László Barabási:
The diameter of the world wide web. CoRR cond-mat/9907038 (1999)
Coauthor Index
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