Publications
Topics:
All
Science of science
Online and offline human opinions
Probabilistic models
Declining Chinese Attitudes toward the United States amid COVID-19
Yu Xie, Feng Yang, Junming Huang, Yuchen He, Yi Zhou, Yue Qian, Weicheng Cai, and Jie Zhou
Proceedings of the National Academy of Sciences, 121 (21) e2322920121 (2024).
Caught in the Crossfire: Fears of Chinese-American Scientists
Yu Xie, Xihong Lin, Ju Li, Qian He and Junming Huang
Proceedings of the National Academy of Sciences, 120 (27) e2216248120 (2023).
Exploring the effect of social media and spatial characteristics during the COVID-19 pandemic in China
Xiu-Xiu Zhan, Kaiyue Zhang, Lun Ge, Junming Huang, Zinan Zhang, Lu Wei, Gui-Quan Sun, Chuang Liu and Zi-Ke Zhang
IEEE Transactions on Network Science and Engineering, 10(1), 553-564 (2023).
How COVID-19 has Impacted American Attitudes Toward China: A Study on Twitter
Gavin G. Cook, Junming Huang and Yu Xie
Under review
Large-scale Quantitative Evidence of Media Impact on Public Opinion toward China
Junming Huang, Gavin G. Cook and Yu Xie
Humanities and Social Sciences Communications, 8, 181 (2021).
Between reality and perception: the mediating effects of mass media on public opinion toward China
Junming Huang, Gavin G. Cook and Yu Xie
Chinese Sociological Reviews, 53 (5), 431-450, (2021).
Historical comparison of gender inequality in scientific careers across countries and disciplines
Junming Huang, Alexander J. Gates, Roberta Sinatra, and Albert-László Barabási
Proceedings of the National Academy of Sciences, 117 (9) 4609-4616 (2020).
Coupling diversity across human behavior spaces
Chao Fan, Junming Huang, Zhihai Rong and Tao Zhou
EPL (Europhysics Letters), 124 (4) (2018).
Success in books: a big data approach to bestsellers
Burcu Yucesoy, Xindi Wang, Junming Huang and Albert-László Barabási
EPJ Data Science, 2018 7:7 (2018).
Mention effect in information diffusion on a micro-blogging network
Peng Bao, Hua-Wei Shen, Junming Huang and Haiqiang Chen
PLOS One, 13(3): e0194192 (2018).
Correlation between social proximity and mobility similarity
Chao Fan, Yiding Liu, Junming Huang, Zhihai Rong and Tao Zhou
Scientific Reports, 7, 11975 (2017).
TIIREC: A tensor approach for tag-driven item recommendation with sparse user generated content
Lu Yu, Junming Huang, Ge Zhou, Chuang Liu and Zi-Ke Zhang
Information Sciences, 411, 122-135, (2017).
Testing Modeling Assumptions in the West Africa Ebola Outbreak
Keith Burghardt, Christopher Verzij, Junming Huang, Matthew Ingram, Binyang Song and Marie-Pierre Hasne
Scientific Reports, 6, 34598 (2016).
RankMBPR: Rank-aware Mutual Bayesian Personalized Ranking for Item Recommendation
Lu Yu, Ge Zhou, Chuxu Zhang, Junming Huang, Chuang Liu and Zike Zhang
Proceedings of the 17th International Conference on Web-Age Information Management (WAIM 2016), Nanchang, China (2016). Best Student Paper Award.
Context-Adaptive Matrix Factorization for Multi-Context Recommendation
Tong Man, Huawei Shen, Junming Huang and Xueqi Cheng
Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM'15), Melbourne, Australia (2015).
Temporal scaling in information propagation
Junming Huang, Chao Li, Wen-Qiang Wang, Hua-Wei Shen, Guojie Li and Xue-Qi Cheng.
Scientific Reports, 4: 5334 (2014).
IMRank: Influence Maximization via Finding Self-Consistent Ranking
Suqi Cheng, Hua-Wei Shen, Junming Huang, Wei Chen and Xue-Qi Cheng
Proceedings of the 37th international ACM SIGIR conference on Research and development in Information Retrieval (SIGIR'14), Gold coast, Australia (2014).
StaticGreedy: solving the scalability-accuracy dilemma in influence maximization
Suqi Cheng, Hua-Wei Shen, Junming Huang and Xue-Qi Cheng
Proceedings of the 22nd ACM Conference on Information and Knowledge Management (CIKM'13), San Francisco, USA (2013).
Popularity prediction in microblogging network: a case study on sina weibo
Peng Bao, Hua-Wei Shen, Junming Huang and Xue-Qi Cheng
Proceedings of the 22nd international conference on World Wide Web (WWW'13) companion, Rio de Janeiro, Brazil (2013).
Social Recommendation with Interpersonal Influence
Junming Huang, Xue-Qi Cheng, Jiafeng Guo, Hua-Wei Shen and Kun Yang
Proceedings of the 19th European Conference on Artificial Intelligence (ECAI'10), Amsterdam, The Netherlands (2010).