Publications

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 (0) 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).PNAS

Trend Analysis with Pooled Data from Different Survey Series: The Latent Attitude Method

Donghui Wang, Yu Xie and Junming Huang

Sociological Methodology, 54(1), 118-141 (2024).SM

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).TNSE

How COVID-19 has Impacted American Attitudes Toward China: A Study on Twitter

Gavin G. Cook, Junming Huang and Yu Xie

Under reviewARXIV

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).HSSC

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).CSR

The dominance of big teams in China's scientific output

Linlin Liu, Jianfei Yu, Junming Huang, Feng Xia and Tao Jia

Quantitative Science Studies, 2 (1): 350-362 (2021).QSS

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).PNAS

Coupling diversity across human behavior spaces

Chao Fan, Junming Huang, Zhihai Rong and Tao Zhou

EPL (Europhysics Letters), 124 (4) (2018).EPL

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).EPJDS

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).PONE

Correlation between social proximity and mobility similarity

Chao Fan, Yiding Liu, Junming Huang, Zhihai Rong and Tao Zhou

Scientific Reports, 7, 11975 (2017).SREP

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).IS

SCMF: A Matrix Factorization Model With Soft Constraint for Multi-Source Heterogeneous Network

Tong Man, Huawei Shen, Junming Huang and Xueqi Cheng

Journal of Chinese Information Processing, 31(4): 174-183 (2017).JCIP

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).SREP

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.WAIM

Understanding information propagation via influence backbone analysis on social networks

Junming Huang, Hua-Wei Shen and Xue-Qi Cheng

Journal of Chinese Information Processing, 30(2): 74-82 (2016).JCIP

Transfer with Shared Users: A Cross-platform Recommender System with Transferred Similarity

Chao Li, Tao Zhou, Junming Huang, Xue-Qi Cheng and Hua-Wei Shen

Journal of Chinese Information Processing, 30(2): 90-98 (2016).JCIP

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).CIKM

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).SREP

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).SIGIR

Geography and Similarity of Regional Cuisines in China

Yu-Xiao Zhu, Junming Huang, Zi-Ke Zhang, Qian-Ming Zhang, Tao Zhou and Yong-Yeol Ahn

PLOS One, 8(11): e79161 (2013).PONE

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).CIKM

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).WWW

SCMF: A Matrix Factorization Model With Soft Constraint for Multi-Source Heterogeneous Network

Tong Man, Hua-Wei Shen, Junming Huang and Xueqi Cheng

The 9th Chinese Conference of Information Retrieval (CCIR 2013), Taiyuan, China (2013). Best Student Paper Award.CCIR

Exploring Social Influence via Posterior Effect of Word-of-Mouth Recommendations

Junming Huang, Xue-Qi Cheng, Hua-Wei Shen, Tao Zhou and Xiaolong Jin

Proceedings of the Fifth ACM International Conference on Web Search and Data Mining (WSDM'12), Seattle, USA (2012).WSDM

Scaling behavior of online human activity

Zhi-Dan Zhao, Shi-Min Cai, Junming Huang, Yan Fu and Tao Zhou

EPL (Europhysics Letters), 100(4): 48004 (2012).EPL

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).ECAI