​气候与能源金融，虚拟经济与系统复杂性，大数据经济分析

020204-金融学
020209-数量经济学
120100-管理科学与工程

2006-09--2011-07   中国科学院大学   管理学博士
2002-09--2006-06   北京师范大学   管理学学士/理学学士

   

2017-12~现在, 中国科学院大学, 副研究员
2013-12~2017-11,中国科学院大学, 助理研究员
2011-09~2013-11,中国科学院虚拟经济与数据科学研究中心, 博士后

2022-09-29-今,民建北京市金融委, 副主任兼秘书长
2022-06-26-今,International Review of Financial Analysis（IRFA）, 副主编
2022-01-01-今,Frontiers in Environmental Science, 客座主编
2021-11-29-今,国际能源转型学会（ISETS）中国能源金融专委会, 秘书长
2020-12-11-今,中国管理现代化研究会, 副秘书长
2020-11-05-今,中国优选法统筹法与经济数学研究会气候金融分会, 副秘书长
2016-12-30-今,中国科学院大学教育基金会成思危基金, 秘书长
2016-06-20-今,中国管理现代化研究会商务智能专委会, 秘书长

经典金融文献阅读
创新管理与创新经济学
虚拟经济概论
高级微观经济学
衍生金融工具
金融市场实务
高级经济学
多元统计分析

   

（1） 民建北京市委2023年度参政议政工作先进个人, 省级, 2024
（2） 北京市民主党派参政议政优秀调研成果, 三等奖, 省级, 2023
（3） 2022年中国管理学年会优秀论文奖, , 其他, 2022
（4） ITQM国际会议最佳论文奖, 一等奖, 其他, 2019
（5） ITQM国际会议最佳论文奖, 一等奖, 其他, 2017
（6） 中国科学院大学第六届博士后学术论坛二等奖, 二等奖, 研究所（学校）, 2013
（7） ICCS国际会议优秀论文奖, 一等奖, 其他, 2010
（8） 第8届风险管理与金融系统工程国际会议优秀论文奖, 一等奖, 其他, 2010

   

[1] Dayong Zhang, Yalin Wu, Qiang Ji, Kun Guo, Brian Lucey. Climate impacts on the loan quality of Chinese regional commercial banks. JOURNAL OF INTERNATIONAL MONEY AND FINANCE. 2024, 第 4 作者140: http://dx.doi.org/10.1016/j.jimonfin.2023.102975.
[2] Kun Guo, Qiang Ji, Dayong Zhang. A dataset to measure global climate physical risk. DATA IN BRIEF[J]. 2024, 第 1 作者54: 110502, https://doaj.org/article/ec888e7e61784b82ba8da9117b3295a0.
[3] Guo, Kun, Bian, Yuan, Zhang, Dayong, Ji, Qiang. ESG performance and corporate external financing in China: The role of rating disagreement. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE[J]. 2024, 第 1 作者69: http://dx.doi.org/10.1016/j.ribaf.2024.102236.
[4] Zhang, Yunhan, Ji, Qiang, Zhang, Dayong, Guo, Kun. How does Shanghai crude oil futures affect top global oil companies: The role of multi-uncertainties. ENERGY ECONOMICS[J]. 2024, 第 4 作者  通讯作者  131: http://dx.doi.org/10.1016/j.eneco.2024.107354.
[5] Xiaoyun Xing, Xuesong Gu, Kun Guo, Jing Deng. The interactive impact of green supporting factors on bank credit creation: An agent-based stock-flow consistent approach. NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE. 2024, 第 3 作者69: http://dx.doi.org/10.1016/j.najef.2023.101994.
[6] Xing, Xiaoyun, Guo, Kun, Zhang, Dayong, Ji, Qiang. On the interactive effects of climate policies: Insights from a stock-flow consistent model. APPLIED ENERGY[J]. 2024, 第 2 作者358: http://dx.doi.org/10.1016/j.apenergy.2024.122664.
[7] Guo, Kun, Luan, Liyuan, Cai, Xiaoli, Zhang, Dayong, Ji, Qiang. Energy trade stability of China: Policy options with increasing climate risks. ENERGY POLICY[J]. 2024, 第 1 作者184: http://dx.doi.org/10.1016/j.enpol.2023.113858.
[8] Zhang, Dayong, Guo, Kun, Ji, Qiang. Resolve climate-policy uncertainties in the US and China. NATURE. 2024, 第 2 作者625(7996): 663-663, http://dx.doi.org/10.1038/d41586-024-00186-6.
[9] Guo, Kun, Kang, Yuxin, Ma, Dandan, Lei, Lei. How do climate risks impact the contagion in China's energy market?. ENERGY ECONOMICS[J]. 2024, 第 1 作者133: http://dx.doi.org/10.1016/j.eneco.2024.107450.
[10] 郭琨. Cross-country risk spillovers of ESG stock indices: Dynamic patterns and the role of climate transition risks. International Review of Financial Analysis[J]. 2024, 第 1 作者null(null): 
[11] Wang, Jiaqi, Tian, Jiaxin, Kang, Yuxin, Guo, Kun. Can green finance development abate carbon emissions: Evidence from China. INTERNATIONAL REVIEW OF ECONOMICS & FINANCE[J]. 2023, 第 4 作者  通讯作者  88: 73-91, http://dx.doi.org/10.1016/j.iref.2023.06.011.
[12] Guo, Kun, Luan, Liyuan, Zhang, Dayong, Ji, Qiang. Does climate risk affect the performance of companies in China?. APPLIED ECONOMICS LETTERS. 2023, 第 1 作者http://dx.doi.org/10.1080/13504851.2023.2289899.
[13] Feng, Haoyuan, Liu, Yue, Wu, Jie, Guo, Kun. Financial market spillovers and macroeconomic shocks: Evidence from China. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE[J]. 2023, 第 4 作者  通讯作者  65: http://dx.doi.org/10.1016/j.ribaf.2023.101961.
[14] Donglan Liu, Xin Liu, Kun Guo, Qiang Ji, Yingxian Chang. Spillover Effects among Electricity Prices, Traditional Energy Prices and Carbon Market under Climate Risk. International Journal of Environmental Research and Public Health[J]. 2023, 第 3 作者  通讯作者  20(2): 1116, 
[15] Feng, Qianqian, Wang, Yijing, Sun, Xiaolei, Li, Jianping, Guo, Kun, Chen, Jianming. What drives cross-border spillovers among sovereign CDS, foreign exchange and stock markets?. GLOBAL FINANCE JOURNAL[J]. 2023, 第 5 作者56: http://dx.doi.org/10.1016/j.gfj.2022.100773.
[16] Chen, Yajie, Guo, Kun, Ji, Qiang, Zhang, Dayong. "Not all climate risks are alike": Heterogeneous responses of financial firms to natural disasters in China. FINANCE RESEARCH LETTERS[J]. 2023, 第 2 作者52: http://dx.doi.org/10.1016/j.frl.2022.103538.
[17] Xiaolei Sun, Yiran Shen, Kun Guo, Qiang Ji. Sovereign ratings change under climate risks. RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE. 2023, 第 3 作者66: http://dx.doi.org/10.1016/j.ribaf.2023.102040.
[18] Liu, Jiajia, Guo, Kun, Tang, Fangcheng, Wang, Yahan, Wang, Shouyang. The effect of the disposal of non-performing loans on interbank liquidity risk in China: A cash flow network-based analysis. QUARTERLY REVIEW OF ECONOMICS AND FINANCE[J]. 2023, 第 2 作者  通讯作者  89: 105-119, http://dx.doi.org/10.1016/j.qref.2023.03.005.
[19] Lijun Gao, Kun Guo, Xianhua Wei. Dynamic relationship between green bonds and major financial asset markets from the perspective of climate change. Frontiers in Environmental Science[J]. 2023, 第 2 作者  通讯作者  10: 1109796, 
[20] Guo, Kun, Li, Yichong, Zhang, Yunhan, Ji, Qiang, Zhao, Wanli. How are climate risk shocks connected to agricultural markets?. JOURNAL OF COMMODITY MARKETS[J]. 2023, 第 1 作者32: http://dx.doi.org/10.1016/j.jcomm.2023.100367.
[21] Yiran Shen, Chang Liu, Xiaolei Sun, Kun Guo. Investor sentiment and the Chinese new energy stock market: A risk–return perspective. INTERNATIONAL REVIEW OF ECONOMICS AND FINANCE[J]. 2023, 第 4 作者  通讯作者  84: 395-408, http://dx.doi.org/10.1016/j.iref.2022.11.035.
[22] Yan-Ran Ma, Zhenhua Liu, Dandan Ma, Pengxiang Zhai, Kun Guo, Dayong Zhang, Qiang Ji. A news-based climate policy uncertainty index for China. SCIENTIFIC DATA[J]. 2023, 第 5 作者10(1): 1-8, http://dx.doi.org/10.1038/s41597-023-02817-5.
[23] Guo, Kun, Liu, Fengqi, Sun, Xiaolei, Zhang, Dayong, Ji, Qiang. Predicting natural gas futures' volatility using climate risks. FINANCE RESEARCH LETTERS[J]. 2023, 第 1 作者55: http://dx.doi.org/10.1016/j.frl.2023.103915.
[24] Ma, YanRan, Liu, Zhenhua, Ma, Dandan, Zhai, Pengxiang, Guo, Kun, Zhang, Dayong, Ji, Qiang. A news-based climate policy uncertainty index for China. SCIENTIFIC DATA. 2023, 第 5 作者10(1): http://dx.doi.org/10.1038/s41597-023-02817-5.
[25] Wang, Jiaqi, Tang, Jiulin, Guo, Kun. Green Bond Index Prediction Based on CEEMDAN-LSTM. FRONTIERS IN ENERGY RESEARCH[J]. 2022, 第 3 作者  通讯作者  9: http://dx.doi.org/10.3389/fenrg.2021.793413.
[26] Liu, Fengqi, Kang, Yuxin, Guo, Kun. Is electricity consumption of Chinese counties decoupled from carbon emissions? A study based on Tapio decoupling index. ENERGY[J]. 2022, 第 3 作者  通讯作者  251: http://dx.doi.org/10.1016/j.energy.2022.123879.
[27] 姬强, 胡旻, 马嫣然, 张大永, 郭琨. 全球数字货币波动对中国金融资产的风险溢出效应研究. 管理评论[J]. 2022, 第 5 作者  通讯作者  34(2): 102-111, http://lib.cqvip.com/Qikan/Article/Detail?id=7107185922.
[28] 姬强, 赵万里, 张大永, 郭琨. 气候风险感知对金融市场的影响——基于中国企业层面的微观证据. 计量经济学报[J]. 2022, 第 4 作者  通讯作者  2(3): 666-680, http://lib.cqvip.com/Qikan/Article/Detail?id=7107897006.
[29] 孙毅, 李欣芮, 洪永淼, 司马红, 郑艳丽, 刘志颖, 郭琨. 基于高质量发展的数字经济监测评估体系构建――以北京市全球数字经济标杆城市建设为例. 中国科学院院刊[J]. 2022, 第 7 作者  通讯作者  37(6): 812-824, http://lib.cqvip.com/Qikan/Article/Detail?id=7107361558.
[30] Geng, Xueqing, Guo, Kun. Research on dynamic structure of the exchange rate volatility network among the Belt and Road countries based on spillover effect. APPLIED ECONOMICS LETTERS[J]. 2022, 第 2 作者  通讯作者  29(5): 446-454, 
[31] Fengqi Liu, Yuxin Kang, Kun Guo. Is electricity consumption of Chinese counties decoupled from carbon emissions? A study based on Tapio decoupling index. ENERGY[J]. 2022, 第 3 作者  通讯作者  251: http://dx.doi.org/10.1016/j.energy.2022.123879.
[32] 索玮岚, 郭琨, 孙晓蕾, 姬强. 基于智库双螺旋法的秦创原科技创新发展指数研究. 中国科学院院刊[J]. 2022, 第 2 作者37(6): 736-744, 
[33] Wang, Yijing, Geng, Xueqing, Guo, Kun. The influence of international oil price fluctuation on the exchange rate of countries along the "Belt and Road". NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE[J]. 2022, 第 3 作者  通讯作者  59: http://dx.doi.org/10.1016/j.najef.2021.101588.
[34] Yong Shi, Yuanchun Zheng, Kun Guo, Xinyue Ren. Relationship between Herd Behavior and Chinese Stock Market Fluctuations during a Bullish Period Based on Complex Networks. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING[J]. 2022, 第 3 作者  通讯作者  21(1): 405-421, 10.1142/S0219622021400010.
[35] Qianqian Feng, Yijing Wang, Xiaolei Sun, Jianping Li, Kun Guo, Jianming Chen. What drives cross-border spillovers among sovereign CDS, foreign exchange and stock markets?. GLOBAL FINANCE JOURNAL[J]. 2022, 第 5 作者http://dx.doi.org/10.1016/j.gfj.2022.100773.
[36] Han, Zhijie, Zhang, Qingfang, Du, Xiaoyu, Guo, Kun, He, Mingshu. Topology analysis and routing algorithms design for PTNet network. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2022, 第 4 作者34(8): http://dx.doi.org/10.1002/cpe.5767.
[37] Liao, Zhewen, Zhang, Hongli, Guo, Kun, Wu, Ning. A Network Approach to the Study of the Dynamics of Risk Spillover in China's Bond Market. ENTROPY[J]. 2021, 第 3 作者  通讯作者  23(7): http://dx.doi.org/10.3390/e23070920.
[38] Shi, Yong, Li, Wei, Zhu, Luyao, Guo, Kun, Cambria, Erik. Stock trading rule discovery with double deep Q-network. APPLIED SOFT COMPUTING[J]. 2021, 第 4 作者107: http://dx.doi.org/10.1016/j.asoc.2021.107320.
[39] Shi, Yong, Zheng, Yuanchun, Guo, Kun, Ren, Xinyue. Stock movement prediction with sentiment analysis based on deep learning networks. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, 第 3 作者  通讯作者  33(6): http://dx.doi.org/10.1002/cpe.6076.
[40] Zhu, Luyao, Li, Wei, Shi, Yong, Guo, Kun. SentiVec: Learning Sentiment-Context Vector via Kernel Optimization Function for Sentiment Analysis. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2021, 第 4 作者32(6): 2561-2572, http://dx.doi.org/10.1109/TNNLS.2020.3006531.
[41] Zhenni Jin, Kun Guo. The Dynamic Relationship between Stock Market and Macroeconomy at Sectoral Level: Evidence from Chinese and US Stock Market. COMPLEXITY[J]. 2021, 第 2 作者  通讯作者  2021: https://doaj.org/article/18d55f9284fd48abbeda7fcaec6bc331.
[42] Geng, Xueqing, Guo, Kun. Research on dynamic structure of the exchange rate volatility network among the Belt and Road countries based on spillover effect. APPLIED ECONOMICS LETTERS[J]. 2021, 第 2 作者  通讯作者  https://www.webofscience.com/wos/woscc/full-record/WOS:000611615200001.
[43] Cui, Yixi, Liu, Zixin, Li, Ziran, Guo, Kun, Sun, Yishan. Research on multiscale features and integrated forecasting of the Belt and Road exchange rate index. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, 第 4 作者  通讯作者  33(6): http://dx.doi.org/10.1002/cpe.6053.
[44] Yue Liu, Haoyuan Feng, Kun Guo. The Dynamic Relationship between Macroeconomy and Stock Market in China: Evidence from Bayesian Network. COMPLEXITY[J]. 2021, 第 3 作者  通讯作者  https://doaj.org/article/96aaa21d95914d8882178a6af9cf0a56.
[45] Liu, Fengqi, Kang, Yuxin, Guo, Kun, Sun, Xiaolei. The relationship between air pollution, investor attention and stock prices: Evidence from new energy and polluting sectors. ENERGY POLICY[J]. 2021, 第 3 作者  通讯作者  156: http://dx.doi.org/10.1016/j.enpol.2021.112430.
[46] He, Shuying, Guo, Kun. What factors contribute to the mutual dependence degree of China in its crude oil trading relationship with oil-exporting countries?. ENERGY[J]. 2021, 第 2 作者  通讯作者  228: http://dx.doi.org/10.1016/j.energy.2021.120547.
[47] Sun, Yi, Jin, Quan, Cheng, Qing, Guo, Kun. New tool for stock investment risk management Trend forecasting based on individual investor behavior. INDUSTRIAL MANAGEMENT & DATA SYSTEMS[J]. 2020, 第 4 作者  通讯作者  120(2): 388-405, http://dx.doi.org/10.1108/IMDS-03-2019-0125.
[48] 孙毅, 周满, 郭琨. 政府补贴对人工智能上市公司的创新产出影响机制研究——基于创新投入的中介效应. 科技促进发展[J]. 2020, 第 3 作者  通讯作者  736-745, http://lib.cqvip.com/Qikan/Article/Detail?id=00002GCKLJ787JP0MPDO2JP1MFR.
[49] Li, Wei, Zhu, Luyao, Shi, Yong, Guo, Kun, Cambria, Erik. User reviews: Sentiment analysis using lexicon integrated two-channel CNN-LSTM family models. APPLIED SOFT COMPUTING[J]. 2020, 第 4 作者94: http://dx.doi.org/10.1016/j.asoc.2020.106435.
[50] Jianping Li, Kun Guo, Enrique Herrera Viedma, Heesoek Lee, Jiming Liu, Ning Zhong, Luiz Flavio Autran Monteiro Gomes, Florin Gheorghe Filip, ShuCherng Fang, Mujgan Sagirzdemir, Xiaohui Liu, Guoqing Lu, Yong Shi. Culture versus Policy: More Global Collaboration to Effectively Combat COVID-19. 创新(英文)[J]. 2020, 第 2 作者1(2): 100023, https://doaj.org/article/d23df1e0e8384fc2b2048b09cb871722.
[51] Jianping Li, Kun Guo, Enrique Herrera Viedma, Heesoek Lee, Jiming Liu, Ning Zhong, Luiz Flavio Autran Monteiro Gomes, Florin Gheorghe Filip, ShuCherng Fang, Mujgan Sagir zdemir, Xiaohui Liu, Guoqing Lu, Yong Shi. Culture vs Policy: More Global Collaboration to Effectively Combat COVID-19. THE INNOVATION. 2020, 第 2 作者http://dx.doi.org/10.1016/j.xinn.2020.100023.
[52] 崔啸, 郭琨, 金圳妮, 羊淦, 廖哲文. 基于TEI@I的中国利率多尺度波动特征研究. 管理评论[J]. 2020, 第 2 作者32(7): 111-122, http://lib.cqvip.com/Qikan/Article/Detail?id=7102422534.
[53] Wei, Zhixi, Luo, Yu, Huang, Zili, Guo, Kun. Spillover effects of RMB exchange rate among B&R countries: Before and during COVID-19 event. FINANCE RESEARCH LETTERS[J]. 2020, 第 4 作者  通讯作者  37: http://dx.doi.org/10.1016/j.frl.2020.101782.
[54] Shi, Yong, Zheng, Yuanchun, Guo, Kun, Jin, Zhenni, Huang, Zili. The Evolution Characteristics of Systemic Risk in China's Stock Market Based on a Dynamic Complex Network. ENTROPY[J]. 2020, 第 3 作者  通讯作者  22(6): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517145/.
[55] Shi, Yong, Ren, Xinyue, Guo, Kun, Zhou, Yi, Wang, Jun. Research on the economic development pattern of Chinese counties based on electricity consumption. ENERGY POLICY[J]. 2020, 第 3 作者  通讯作者  147: http://dx.doi.org/10.1016/j.enpol.2020.111881.
[56] 孙毅, 程晴, 金全, 郭琨. 社会互动对投资者处置效应的影响——基于社交投资平台模拟交易的实证研究. 管理评论[J]. 2020, 第 4 作者  通讯作者  32(10): 72-82, http://lib.cqvip.com/Qikan/Article/Detail?id=7103238266.
[57] Jin, Zhenni, Guo, Kun, Sun, Yi, Lai, Lin, Liao, Zhewen. The industrial asymmetry of the stock price prediction with investor sentiment: Based on the comparison of predictive effects with SVR. JOURNAL OF FORECASTING[J]. 2020, 第 2 作者  通讯作者  39(7): 1166-1178, https://www.webofscience.com/wos/woscc/full-record/WOS:000530876600001.
[58] He Shuying, Guo Kun, HerreraViedma E, Shi Y, Berg D, Tien J, Cabrerizo FJ, Li J. Examination of the energy trading status of China and India and the prospect for cooperation. 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (ITQM 2019): INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT BASED ON ARTIFICIAL INTELLIGENCE. 2019, 第 11 作者162: 819-826, http://dx.doi.org/10.1016/j.procs.2019.12.055.
[59] 贾蕊蕊, 郭琨. 我国农村合作金融发展的影响因素分析--基于调查问卷及层次分析法. 科技促进发展[J]. 2019, 第 2 作者808-818, http://lib.cqvip.com/Qikan/Article/Detail?id=7101035633.
[60] Liao, Zhewen, Wang, Zhongxing, Guo, Kun. The dynamic evolution of the characteristics of exchange rate risks in countries along "The Belt and Road" based on network analysis. PLOS ONE[J]. 2019, 第 3 作者  通讯作者  14(9): http://dx.doi.org/10.1371/journal.pone.0221874.
[61] Jin Zhenni, Wang Yijing, Cui Xiao, Guo Kun, HerreraViedma E, Shi Y, Berg D, Tien J, Cabrerizo FJ, Li J. Can stock markets lead the macroeconomic variables? Dynamic analysis based on TOP method. 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (ITQM 2019): INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT BASED ON ARTIFICIAL INTELLIGENCE. 2019, 第 11 作者162: 39-45, http://dx.doi.org/10.1016/j.procs.2019.11.255.
[62] Liu Yue, Wang Yijing, Zheng Guihuan, Wang Jue, Guo Kun, HerreraViedma E, Shi Y, Berg D, Tien J, Cabrerizo FJ, Li J. The dynamical relationship between capital market and macroeconomy: based on dynamic Bayesian network. 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT (ITQM 2019): INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT BASED ON ARTIFICIAL INTELLIGENCE. 2019, 第 5 作者162: 46-52, http://dx.doi.org/10.1016/j.procs.2019.11.256.
[63] Shi, Yong, Zhu, Luyao, Li, Wei, Gao, Kun, Zheng, Yuanchun. Survey on Classic and Latest Textual Sentiment Analysis Articles and Techniques. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING[J]. 2019, 18(4): 1243-1287, http://dx.doi.org/10.1142/S0219622019300015.
[64] 贾蕊蕊, 刘海燕, 郭琨. 中国农村商业银行经营绩效及其外部影响因素分析. 管理评论[J]. 2018, 第 3 作者  通讯作者  30(11): 26-34, http://lib.cqvip.com/Qikan/Article/Detail?id=6100008836.
[65] Luhua Zhang, Zili Huang, Zhengze Li, Kun Guo. Research on the Correlation of Monthly Electricity Consumption in Different Industries: A Case Study of Bazhou County. PROCEDIA COMPUTER SCIENCE. 2018, 第 4 作者139: 496-503, http://dx.doi.org/10.1016/j.procs.2018.10.245.
[66] Li, Wei, Guo, Kun, Shi, Yong, Zhu, Luyao, Zheng, Yuanchun. DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain. KNOWLEDGE-BASED SYSTEMS[J]. 2018, 第 2 作者  通讯作者  146: 203-214, http://dx.doi.org/10.1016/j.knosys.2018.02.004.
[67] An, Na, Wang, Baixue, Pan, Peilin, Guo, Kun, Sun, Yi. Study on the influence mechanism of air quality on stock market yield and Volatility: Empirical test from China based on GARCH model. FINANCE RESEARCH LETTERS[J]. 2018, 第 4 作者  通讯作者  26: 119-125, http://dx.doi.org/10.1016/j.frl.2017.12.002.
[68] Shi, Yong, Zheng, Yuanchun, Guo, Kun, Li, Wei, Zhu, Luyao, Shi, Y, Fu, H, Tian, Y, Krzhizhanovskaya, VV, Lees, MH, Dongarra, J, Sloot, PMA. Word Similarity Fails in Multiple Sense Word Embedding. COMPUTATIONAL SCIENCE - ICCS 2018, PT II. 2018, 第 11 作者10861: 489-498, 
[69] 王白雪, 郭琨. 北京市公共交通碳排放效率研究——基于超效率SBM模型和ML指数. 系统科学与数学[J]. 2018, 第 2 作者38(4): 456-467, http://lib.cqvip.com/Qikan/Article/Detail?id=675450886.
[70] 鲁晓琳, 郭琨, 董志. 经济虚拟化背景下经济增长与通货膨胀的互动机制研究. 管理评论[J]. 2018, 第 2 作者30(1): 14-23, http://lib.cqvip.com/Qikan/Article/Detail?id=674403980.
[71] Yi Qu, Yong Shi, Kun Guo, Yuanchun Zheng. Has "Intelligent Manufacturing" Promoted the Productivity of Manufacturing Sector?--Evidence from China’s Listed Firms. PROCEDIA COMPUTER SCIENCE. 2018, 第 3 作者139: 299-305, http://dx.doi.org/10.1016/j.procs.2018.10.272.
[72] Zheng, Yuanchun, Shi, Yong, Guo, Kun, Li, Wei, Zhu, Luyao, Li, M, Zhao, L, Zhang, R, Hua, G. Enhanced Word Embedding With Multiple Prototypes. 2017 4TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ECONOMICS SYSTEM AND INDUSTRIAL SECURITY ENGINEERING (IEIS). 2017, 第 11 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426596000086.
[73] Lai, Lin, Guo, Kun. The performance of one belt and one road exchange rate: Based on improved singular spectrum analysis. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2017, 第 2 作者  通讯作者  483: 299-308, http://dx.doi.org/10.1016/j.physa.2017.04.108.
[74] Lu, Xiaolin, Guo, Kun, Dong, Zhi, Wang, Xuan. Financial development and relationship evolvement among money supply, economic growth and inflation: a comparative study from the US and China. APPLIED ECONOMICS[J]. 2017, 第 2 作者49(10): 1032-1045, https://www.webofscience.com/wos/woscc/full-record/WOS:000390690600007.
[75] Li Wei, Guo Kun, Shi Yong, Zhu Luyao, Zheng Yuanchun. Improved New Word Detection Method Used in Tourism Field. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS 2017). 2017, 第 2 作者108: 1251-1260, http://dx.doi.org/10.1016/j.procs.2017.05.022.
[76] Jin Quan, Guo Kun, Sun Yi, Nie JY, Obradovic Z, Suzumura T, Ghosh R, Nambiar R, Wang C, Zang H, BaezaYates R, Hu X, Kepner J, Cuzzocrea A, Tang J, Toyoda M. Stock Price Forecasting Using Support Vector Regression Based on Network Behavior Data. 2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). 2017, 第 2 作者4148-4153, 
[77] Zeng, Qingzi, Liu, Wenxin, Cao, Ruolin, Shen, Xiaoqing, Guo, Kun, Li, M, Zhao, L, Zhang, R, Hua, G. Price Determinants in China's Pilot Carbon Markets. 2017 4TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ECONOMICS SYSTEM AND INDUSTRIAL SECURITY ENGINEERING (IEIS). 2017, 第 5 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426596000068.
[78] Wang, Baixue, An, Na, Pan, Peilin, Guo, Kun, Li, M, Zhao, L, Zhang, R, Hua, G. The Effect of Air Quality Index on Return Rate of China Stock Market Empirical Test Based on GARCH Model. 2017 4TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ECONOMICS SYSTEM AND INDUSTRIAL SECURITY ENGINEERING (IEIS). 2017, 第 11 作者http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000426596000023.
[79] Guo, Kun, Sun, Yi, Qian, Xin. Can investor sentiment be used to predict the stock price? Dynamic analysis based on China stock market. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2017, 第 1 作者469: 390-396, http://dx.doi.org/10.1016/j.physa.2016.11.114.
[80] 鲁晓琳, 董志, 郭琨. 经济虚拟化对经济增长和，通货膨胀的影响. 上海经济研究[J]. 2016, 第 3 作者3-11, http://lib.cqvip.com/Qikan/Article/Detail?id=670877234.
[81] Wang, Xuan, Guo, Kun, Lu, Xiaolin. The long-run dynamic relationship between exchange rate and its attention index: Based on DCCA and TOP method. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS[J]. 2016, 第 2 作者  通讯作者  453: 108-115, http://dx.doi.org/10.1016/j.physa.2016.01.092.
[82] Jia Yanyu, Guo Kun, Sun Xiaohui, Gomes LFAM, Colcher R, Wolcott P, HerreraViedma E, Shi Y. An analysis on crude oil price mutation in view of Zeeman's catastrophe machine. 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2015. 2015, 第 11 作者55: 415-421, http://dx.doi.org/10.1016/j.procs.2015.07.095.
[83] 郭琨. 微观视角下虚拟经济与实体经济关系的理论研究. 广义虚拟经济研究[J]. 2015, 第 1 作者58-64, http://lib.cqvip.com/Qikan/Article/Detail?id=666204966.
[84] Yanyu Jia, Kun Guo, Xiaohui Sun. An Analysis Oncrude Oil Price Mutation in View of Zeeman's Catastrophe Machine. PROCEDIA COMPUTER SCIENCE. 2015, 第 2 作者55: 415-421, http://dx.doi.org/10.1016/j.procs.2015.07.095.
[85] 郭琨. 我国虚拟经济发展状况初探. 广义虚拟经济研究[J]. 2015, 第 1 作者69-80, http://lib.cqvip.com/Qikan/Article/Detail?id=664426686.
[86] Yu Lu, Hu Xiaowan, Guo Kun, Gomes LFAM, Colcher R, Wolcott P, HerreraViedma E, Shi Y. The Study of the Development of Chinese Stock Market Based on Factor Analysis. 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2015. 2015, 第 11 作者55: 422-430, http://dx.doi.org/10.1016/j.procs.2015.07.097.
[87] 王岩, 郭琨, 王珏, 郑永和. 国家自然科学基金申请量快速增长试析——以面上项目为例. 中国科学基金[J]. 2013, 第 2 作者44-48, 
[88] 郭琨, 崔啸, 王珏, 汪寿阳, 成思危. 京十二条房地产调控政策的影响基于tei@i方法论. 管理科学学报[J]. 2012, 第 1 作者15(4): 4-11, http://lib.cqvip.com/Qikan/Article/Detail?id=41738344.
[89] 郭琨, 成思危. 人民币汇率指数研究. 管理评论[J]. 2012, 第 1 作者24(9): 3-10, http://lib.cqvip.com/Qikan/Article/Detail?id=43355299.
[90] 郭琨, 周炜星, 成思危. 中国股市的经济晴雨表作用——基于热最优路径法的动态分析. 管理科学学报[J]. 2012, 第 1 作者15(1): 1-10, http://lib.cqvip.com/Qikan/Article/Detail?id=40569628.
[91] Guo, Kun, Zhou, WeiXing, Cheng, SiWei, Sornette, Didier. The US Stock Market Leads the Federal Funds Rate and Treasury Bond Yields. PLOS ONE[J]. 2011, 第 1 作者6(8): https://doaj.org/article/4f7dabb3a34e4f3fb61d25e975dc4452.
[92] 郭琨, 成思危. 金融状况指数研究评述. 国际金融研究[J]. 2011, 第 1 作者67-73, http://lib.cqvip.com/Qikan/Article/Detail?id=37713599.
[93] 郭琨, 王珏, 马建, 汪寿阳. 论影响因子在不同引文环境中的关系. 科学观察[J]. 2009, 第 1 作者17-25, http://lib.cqvip.com/Qikan/Article/Detail?id=30869231.
[94] 郭琨, 汪寿阳. 人民币汇率预测的两种模型. 系统工程理论与实践[J]. 2008, 第 1 作者28(5): 64, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFD2008&filename=XTLL200805008&v=MjU4NzdJUjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3FmYnVac0Z5em1WN3ZNUFRuSFlyRzRIdG5NcW85RmI=.

（1） 国际科学基金资助战略研究, 科学出版社, 2012-02, 第 4 作者
（2） 国际原油市场：热点与前沿, 西南财经大学出版社, 2023-06, 第 4 作者
（3） 能源金融学, 科学出版社, 2024-05, 第 2 作者

   

（ 1 ） 新形势下能源安全多维风险识别与风险传导理论框架设计, 负责人, 国家任务, 2024-03--2027-12
（ 2 ） 基于经济大数据的中美科技竞争态势分析, 负责人, 国家任务, 2024-01--2025-12
（ 3 ） 国有企业对标世界一流企业价值创造路径研究, 负责人, 境内委托项目, 2023-07--2025-03
（ 4 ） 国有企业数据资产运用与保护理论与实践研究, 负责人, 其他国际合作项目, 2023-02--2023-12
（ 5 ） 人机系统的决策行为与协同管理理论及其方法研究, 负责人, 国家任务, 2023-01--2027-12
（ 6 ） 面向电力看经济的大数据洞察预测分析技术架构与应用, 负责人, 境内委托项目, 2022-11--2023-12
（ 7 ） 面向东盟的物流金融研究, 负责人, 境内委托项目, 2022-09--2023-09
（ 8 ） 金融服务乡村振兴指数研究, 负责人, 境内委托项目, 2022-07--2024-09