no code implementations • Environmental Science & Technology 2021 • Xiao-Feng Huang, Li-Ming Cao, Xu-Dong Tian, * Qiao Zhu, Eri Saikawa, Li-Liang Lin, Yong Cheng, Ling-Yan He, * Min Hu, Yuan-Hang Zhang, Ke-Ding Lu, Yu-Han Liu, Kaspar Daellenbach, Jay G. Slowik, Qian Tang, Qiao-Li Zou, Xin Sun, Bing-Ye Xu, Lan Jiang, Ye-Min Shen, Nga Lee Ng, and André S. H. Prévôt*
The lockdown due to COVID-19 created a rare opportunity to examine the nonlinear responses of secondary aerosols, which are formed through atmospheric oxidation of gaseous precursors, to intensive precursor emission reductions.
no code implementations • 21 Jul 2020 • Jayadev Acharya, Clément L. Canonne, Yu-Han Liu, Ziteng Sun, Himanshu Tyagi
We study the role of interactivity in distributed statistical inference under information constraints, e. g., communication constraints and local differential privacy.
no code implementations • 15 Jul 2020 • Yu-Han Liu, Sercan O. Arik
We propose a novel method to explain trained deep neural networks (DNNs), by distilling them into surrogate models using unsupervised clustering.
no code implementations • LREC 2020 • Chaofa Yuan, Yu-Han Liu, Rongdi Yin, Jun Zhang, Qinling Zhu, Ruibin Mao, Ruifeng Xu
Based on high quality annotation guideline and effective quality control strategy, a corpus with 8, 314 target-level sentiment annotation is constructed on 6, 336 paragraphs from Chinese financial news text.
no code implementations • 9 Oct 2018 • Weihao Gao, Yu-Han Liu, Chong Wang, Sewoong Oh
Theoretically, we prove that the proposed scheme is optimal for compressing one-hidden-layer ReLU neural networks.
no code implementations • SEMEVAL 2018 • Meng Li, Zhenyuan Dong, Zhihao Fan, Kongming Meng, Jinghua Cao, Guanqi Ding, Yu-Han Liu, Jiawei Shan, Binyang Li
This paper presents a UIR-Miner system for emotion and sentiment analysis evaluation in Twitter in SemEval 2018.