no code implementations • 13 Oct 2024 • Everest Z. Kuang, Kushal Raj Bhandari, Jianxi Gao
Garbage production and littering are persistent global issues that pose significant environmental challenges.
no code implementations • 2 Jul 2024 • Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
Counterfactual thinking is a critical yet challenging topic for artificial intelligence to learn knowledge from data and ultimately improve their performances for new scenarios.
no code implementations • 18 Jun 2024 • Kushal Raj Bhandari, Sixue Xing, Soham Dan, Jianxi Gao
Large Language Models (LLMs), originally shown to ace various text comprehension tasks have also remarkably been shown to tackle table comprehension tasks without specific training.
no code implementations • 2 May 2024 • Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Chunhen Jiang, Jianxi Gao
Our method, dubbed nasgraph, remarkably reduces the computational costs by converting neural architectures to graphs and using the average degree, a graph measure, as the proxy in lieu of the evaluation metric.
no code implementations • 8 Aug 2022 • Jin-Zhu Yü, Chencheng Cai, Jianxi Gao
The progressive amplification of fluctuations in demand as the demand travels upstream the supply chains is known as the bullwhip effect.
1 code implementation • 29 Jul 2022 • Jin-Zhu Yu, Mincheng Wu, Gisela Bichler, Felipe Aros-Vera, Jianxi Gao
For law enforcement agencies, the inferred complete network structure can be used to develop more effective strategies for covert network interdiction.
no code implementations • 11 Jan 2022 • Chunheng Jiang, Tejaswini Pedapati, Pin-Yu Chen, Yizhou Sun, Jianxi Gao
To this end, we construct a network mapping $\phi$, converting a neural network $G_A$ to a directed line graph $G_B$ that is defined on those edges in $G_A$.
no code implementations • 24 Nov 2020 • Cheng Ma, Gyorgy Korniss, Boleslaw K. Szymanski, Jianxi Gao
Resilience restoration focuses on the ability of spatially-extended systems and the required time to recover to their desired states under stochastic environmental conditions.
no code implementations • 26 Jul 2020 • Xueming Liu, Daqing Li, Manqing Ma, Boleslaw K. Szymanski, H. Eugene Stanley, Jianxi Gao
Many systems on our planet are known to shift abruptly and irreversibly from one state to another when they are forced across a "tipping point," such as mass extinctions in ecological networks, cascading failures in infrastructure systems, and social convention changes in human and animal networks.
no code implementations • 16 Jul 2019 • Zejie Zhou, Boleslaw K. Szymanski, Jianxi Gao
Our analysis furthers our understanding of multiple language evolution and the role of tipping points in behavioral transitions.