TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer- Qiang Wu, Mingyuan Li, Jun Shen, Linyuan Lü, Bo Du, Ke Zhang . KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining - 10.1145/3580305.3599530 -- LINK

Higher-order link prediction via local information- Bo Liu, Rongmei Yang, Linyuan Lü . Chaos - 10.1063/5.0135640 -- LINK

Predicting the Popularity of Information on Social Platforms without Underlying Network Structure- Leilei Wu , Lingling Yi , Xiao-Long Ren, Linyuan Lü . Entropy - 10.3390/e25060916 -- LINK

Cost effective approach to identify multiple influential spreaders based on the cycle structure in networks- Wenfeng Shi, Shuqi Xu, Tianlong Fan, Linyuan Lü . SCIENCE CHINA Information Sciences - 10.1007/s11432-022-3715-4 -- LINK

Complex systems in the spotlight: next steps after the 2021 Nobel Prize in Physics- Ginestra Bianconi, Alex Arenas, Jacob Biamonte, Lincoln D Carr, Byungnam Kahng, Janos Kertesz, Jürgen Kurths, Linyuan Lü, Cristina Masoller, Adilson E Motter, Matjaž Perc, Filippo Radicchi, Ramakrishna Ramaswamy, Francisco A Rodrigues, Marta Sales-Pardo, Maxi San Miguel, Stefan Thurner, Taha Yasseri . Journal of Physics: Complexity - 10.1088/2632-072X/ac7f75 -- LINK

【专利】一种离散事件发生时刻序列同步程度计算方法、介质及设备- 王重阳, 季碧芸, 吕琳媛, 任晓龙, 张符融 . 中国 - CN202211577099.2

【专利】一种广义度分布连续可调的高阶网络生成方法及系统- 季碧芸, 王重阳, 吕琳媛, 任晓龙, 张符融 . 中国 - CN202211563058.8

【专利】一种高阶网络中高阶结构的重要性排序方法、系统及终端- 任晓龙, 黄一鸣, 吕琳媛, 梁木生, 张符融, 瑞嘉, 王重阳 . 中国 - CN202211454519.8

Machine learning prediction of network dynamics with privacy protection- Xin Xia, Yansen Su, Linyuan Lü, Xingyi Zhang, Ying-Cheng Lai, Hai-Feng Zhang . Physical Review Research - 10.1103/PhysRevResearch.4.043076 -- LINK

【专利】一种队列式跳伞训练动作识别与评分的方法- 苏畅, 郭高余, 吕琳媛 . 中国 - CN202211323928.4

Toward Detecting Previously Undiscovered Interaction Types in Networked Systems- Wenjie Jia, Linyuan Lü, Manuel Sebastian Mariani, Yueyue Dai, Tao Jiang . IEEE Internet of Things Journal - 10.1109/JIOT.2022.3174086 -- LINK

Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control- Liang Zhang, Qiang Wu, Jun Shen, Linyuan Lü, Bo Du, Jianqing Wu . Proceedings of the 39th International Conference on Machine Learning -- LINK

【专利】一种基于高阶增强的随机游走节点重要性排序的方法与系统- 任晓龙, 曾钰洁, 吕琳媛, 梁木生, 张符融, 杨珍, 黄一鸣, 王重阳 . 中国 - CN202210816803.9

【专利】一种在社交网络中进行好友关系推荐的方法- 黄宽, 周方, 吕琳媛 . 中国 - CN202210590589.X

Forecasting countries' gross domestic product from patent data- Yucheng Ye, Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü . Chaos, Solitons & Fractals - 10.1016/j.chaos.2022.112234 -- LINK

【专利】一种基于结构扰动模型的加权网络链路预测方法- 吕琳媛, 刘波 . 中国 - CN202210465545.4

【专利】一种重要神经循环回路计算方法- 吕琳媛, 刘波, 杨荣湄, 王浩 . 中国 - CN202210466670.7

Optimizing higher-order network topology for synchronization of coupled phase oscillators- Ying Tang, Dinghua Shi & Linyuan Lü* . Communications Physics - 10.1038/s42005-022-00870-x -- LINK

【专利】一种基于圈结构的网络多传播源选择方法- 石汶峰, 徐舒琪, 吕琳媛, 张符融 . 中国 - CN202210204760.9

【专利】一种学术论文审稿人的推荐方法- 黄羿炜, 徐舒琪, 吕琳媛, 张符融, 蔡世民 . 中国 - CN202210204792.9

Characterizing cycle structure in complex networks- Tianlong Fan, Linyuan Lü, Dinghua Shi , Tao Zhou . Communications Physics - 10.1038/s42005-021-00781-3 -- LINK

Influence fast or later: two types of influencers in social networks- Fang Zhou, Chang Su, Shuqi Xu, Linyuan Lü* . Chinese Physics B - 10.1088/1674-1056/ac4484 -- LINK

Modeling the dynamics of firms' technological impact- Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü* . Chinese Physics B - 10.1088/1674-1056/ac364c -- LINK

The local structure of citation networks uncovers expert-selected milestone papers- Jingjing Wang, Shuqi Xu, Manuel S. Mariani, Linyuan Lü* . Journal of Informetrics - 10.1016/j.joi.2021.101220 -- LINK

【专利】一种社交网络快速最大团和极大团搜索方法- 范天龙, 吕琳媛 . 中国 - CN202111126133.X

【专利】一种复杂网络中关键节点识别方法- 任晓龙, 黄一鸣, 吕琳媛, 张符融, 周玮, 苏忠周 . 中国 - CN202111124117.7

The simple regularities in the dynamics of online news impact- Matúš Medo, Manuel Sebastian Mariani, Linyuan Lü . Journal of Computational Social Science - 10.1007/s42001-021-00140-w -- LINK

The rise and fall of countries on world trade web: A network perspective- Tianlong Fan, Hao Li, Xiao-Long Ren, Shuqi Xu, Youzhao Gou, Linyuan Lü . International Journal of Modern Physics C - 10.1142/S0129183121501217 -- LINK

The fragility of opinion formation in a complex world- Matú Medo, Manuel S. Mariani, Linyuan Lü . Communications Physics

【专利】一种基于局部结构的网络节点影响力排序方法- . 中国 - CN202110375631.1

Identifying vital nodes by Achlioptas process- Zhihao Qiu, Tianlong Fan, Ming Li, Linyuan Lü . New Journal of Physics - 10.1088/1367-2630/abe971 -- LINK

Percolation on complex networks: Theory and application- Ming Li, Run-Ran Liu, Linyuan Lü*, Mao-Bin Hu, Shuqi Xu, Yi-Cheng Zhang . Physics Reports - j.physrep.2020.12.003 -- LINK

Absence of a resolution limit in in-block nestedness- M. S. Mariani*, M. Palazzi, A. Solé-Ribalta, J. Borge-Holthoefer, C. J. Tessone . Communications in Nonlinear Science and Numerical Simulation - j.cnsns.2020.105545 -- LINK

【专利】虚假流量识别方法及用户品牌价值的量化计算方法- 吕琳媛, 周方, 马大路 . 中国 - CN202010604793.3

Network-based ranking in social systems: three challenges- Manuel S Mariani, Linyuan Lü . Journal of Physics: Complexity - 2632-072X/ab8a61 -- LINK

多层网络级联失效的预防和恢复策略概述- 蒋文君, 刘润然, 范天龙, 刘霜霜, 吕琳媛 . 物理学报 - 10.7498/aps.69.20192000 -- LINK

History-dependent percolation on multiplex networks- Ming Li, Linyuan Lü, Youjin Deng, Mao-Bin Hu, Hao Wang, Matúš Medo, H Eugene Stanley . National Science Review - 10.1093/nsr/nwaa029 -- LINK

Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data- Shuqi Xu, Manuel Sebastian Mariani, Linyuan Lü, Matúš Medo . Journal of Informetrics - 10.1016/j.joi.2019.101005 -- LINK

Recommending investors for new startups by integrating network diffusion and investors’ domain preference- Shuqi Xu, Qianming Zhang, Linyuan Lü, Manuel Sebastian Mariani . Information Sciences - 10.1016/j.ins.2019.11.045 -- LINK

Optimal timescale for community detection in growing networks- Matúš Medo, An Zeng, Yi-Cheng Zhang, Manuel S Mariani . New Journal of Physics - 1367-2630/ab413f -- LINK

Efficient Network Dismantling via Node Explosive Percolation- Shao-Meng Qin, Xiao-Long Ren, Lin-Yuan Lü . Communications in Theoretical Physics - 10.1088/0253-6102/71/6/764 -- LINK

【专利】一种投资方的推荐方法- . 中国 - CN201910359691.7

Totally homogeneous networks- Dinghua Shi, Linyuan Lü, Guanrong Chen . National Science Review - 10.1093/nsr/nwz050 -- LINK

The long-term impact of ranking algorithms in growing networks- Shilun Zhang, Matúš Medo, Linyuan Lü, Manuel Sebastian Mariani . Information Sciences - 10.1016/j.ins.2019.03.021 -- LINK

Fast influencers in complex networks- Fang Zhou, Linyuan Lü, Manuel Sebastian Mariani . Communications in Nonlinear Science and Numerical Simulation - 10.1016/j.cnsns.2019.01.032 -- LINK

专利质量分析的研究进展与述评- 苟尤钊, 吕琳媛, 陈永伟 . 电子知识产权

H-指数及其衍生指标的本质探讨- Fan Tianlong, Lü Linyuan . 电子科技大学学报

Link Prediction in Bipartite Nested Networks- Matúš Medo, Manuel Sebastian Mariani, Linyuan Lü . Entropy - 10.3390/e20100777 -- LINK

联合经济：信息时代经济发展的全新范式- 韩筱璞, 苟尤钊, 吕琳媛 . 财经问题研究，(10) : 40-48(2018)

Prediction of potential disease-associated microRNAs using structural perturbation method- Xiangxiang Zeng, Li Liu, Linyuan Lü, Quan Zou . Bioinformatics - 10.1093/bioinformatics/bty112 -- LINK

基于社会化大数据的音乐文化研究进展- 耿屿, 韩筱璞, 吕琳媛 . 大数据 (5): 2018048 (2018) - 10.11959/j.issn.2096-0271.2018048 -- LINK

Individual T1-weighted/T2-weighted ratio brain networks: Small-worldness, hubs and modular organization,- Wu Huijun, Wang Hao, Lü Linyuan . International Journal of Modern Physics C - 10.1142/S0129183118400077 -- LINK

Measuring diversity of music tastes in online musical society- H Li, X-P Han, L Lü . International Journal of Modern Physics C - 10.1142/S0129183118400065 -- LINK

Early identification of important patents: Design and validation of citation network metrics- Mariani Manuel Sebastian*, Medo Matus, Lafond Francois . Technological Forecasting and Social Change - j.techfore.2018.01.036 -- LINK

Eliminating the effect of rating bias on reputation systems- L. Wu, Z. Ren, X. Ren, J. Zhang, L. Lü* . Complexity - 10.1155/2018/4325016 -- LINK

Eliminating the Effect of Rating Bias on Reputation Systems- Leilei Wu, Zhuoming Ren, Xiao-Long Ren, Jianlin Zhang, Linyuan Lü* . Complexity - 10.1155/2018/4325016 -- LINK

学术影响力评价方法：回顾与展望- 范天龙, 吕琳媛 . 计算机学会通讯 -- LINK

Triangle-mapping Analysis on Spatial Competition and Cooperation of Chinese Cities- Pan Liu*, Xiao-Pu Han*, Linyuan Lü* . IEEE -- LINK

Inferring users’ preferences through leveraging their social relationships- Xiaofang Deng, Leilei Wu, Xiaolong Ren, Chunxiao Jia, Yuansheng Zhong, Linyuan Lü . IEEE -- LINK

DHC定理在有向含权网络上的推广及应用- 范天龙, 朱燕燕, 吴蕾蕾, 任晓龙, 吕琳媛* . 电子科技大学学报 - 10.3969/j.issn.1001-0548.2017.05.020 -- LINK

Effective spreading from multiple leaders identified by percolation in social networks- Shenggong. Ji, Linyuan. Lü, Chi.Ho. Yeung, Yanqing. Hu . New Journal of Physics - 10.1088/1367-2630/aa76b0 -- LINK

A general and effective diffusion-based recommendation scheme on coupled social networks- X. Deng, Y. Zhong*, L. Lü, N. Xiong*, C. Yeung . Information Sciences - 10.1016/j.ins.2017.07.021 -- LINK

【专利】信息传播量的预测方法及装置- 吴蕾蕾, 任晓龙, 吕琳媛, 易玲玲, 贺鹏 . 中国 - CN201710159611.4

融合社交网络的物质扩散推荐算法- 邓小方, 钟元生, 吕琳媛, 王明文, 熊乃学 . 山东大学学报（理学版） - 10.6040/j.issn.1671-9352.0.2016.030 -- LINK

Vital nodes identification in complex networks- Linyuan.Lü*, Duanbing. Chen, Xiao-Long. Ren, Qian-Ming. Zhang, Yi-Cheng. Zhang, Tao. Zhou . Physics Reports - 10.1016/j.physrep.2016.06.007 -- LINK

网络链路预测：概念与前沿- 吕琳媛, 任晓龙, 周涛 . 计算机学会通讯 -- LINK

基于任务队列的新闻报道模型- 尤志强, 朱燕燕, 韩筱璞*, 吕琳媛 . 电子科技大学学报 - 10.3969/j.issn.1001-0548.2016.03.023 -- LINK

Efficient Network Disintegration under Incomplete Information: The Comic Effect of Link Prediction- S.-Y.Tan, J. Wu, L. Lü, et.al. . Scientific Reports - 10.1038/srep22916 -- LINK

Predicting missing links and identifying spurious links via likelihood analysis- P. Pan, T. Zhou, L. Lü*, C.K. Hu . Scientific Reports - 10.1038/srep22955 -- LINK

The H-index of a network node and its relation to degree and coreness- L. Lü*, Tao Zhou, Qian-Ming Zhang, H. Eugene Stanley . Nature Communications - 10.1038/ncomms10168 -- LINK

【专利】一种用户传播影响力的确定方法和装置- 吕琳媛, 周涛, 吴蕾蕾, 苟尤钊, 姜晗 . 中国 - CN201511021798.9

【专利】一种获取L个具有最佳传播影响力用户的方法和装置- . 中国 - CN201510882500.7

在线社交网络结构与区域经济关联性研究- 任晓龙, 朱燕燕, 王思云, 廖好, 韩筱璞, 吕琳媛 . 电子科技大学学报 -- LINK

Modelling temporal patterns of news report- YOU Zhi-Qiang, ZHU Yan-Yan, HAN Xiao-Pu*, Lü Linyuan . the 34th Chinese Control Conference -- LINK

Empirical studies on the network of social groups: the case of Tencent QQ- Z.-Q. You, X.-P. Han*, L. Lü, , C.-H. Yeung . PLoS ONE - 10.5061/dryad.pc537 -- LINK

Modeling of Social Group Growth Based on Social Networks- 尤志强, 管远盼, 韩筱璞, 邓小方, 吕琳媛 . 复杂系统与复杂性科学 - 10.13306/j.1672-3813.2015.02.011 -- LINK

Toward link predictability of complex networks- Linyuan Lü, Liming Pan, Tao Zhou, Yi-Cheng Zhang, and H. Eugene Stanley . PNAS - 10.1073/pnas.1424644112 -- LINK

【专利】一种节点重要性排序的方法和系统- 吕琳媛, 陈川, 易玲玲, 岳亚丁, 贺鹏, 王巨宏, 管刚, 任晓龙, 佘莉, 王澎, 张婷 . 中国 - CN201410597128.0

【专利】一种资源的推荐方法和装置- 吕琳媛, 陈川, 岳亚丁, 易玲玲, 贺鹏, 王巨宏, 刘婷婷, 任晓龙, 刘润然 . 中国 - CN201410577628.8

Avoiding congestion in recommender systems- Xiaolong Ren, Linyuan Lü*, Runran Liu, Jianlin Zhang . New Journal of Physics -- LINK

Identifying influential spreaders by weighted LeaderRank- Qian Li, Tao Zhou, Linyuan Lü, Duanbing Chen . Physica A - 10.1016/j.physa.2014.02.041 -- LINK

Review of ranking nodes in complex networks- REN XiaoLong, LÜ LinYuan . Chinese Science Bulletin -- LINK

Opportunities and Challenges of Complex Networks Research- ZHOU Tao, ZHANG Zi-ke, CHEN Guan-rong, WANG Xiao-fan, SHI Ding-hua, DI Zeng-ru, FAN Ying, FANG Jin-qing, HAN Xiao-pu, LIU Jian-guo, LIU Run-ran, LIU Zong-hua, LU Jun-an, LÜ Jin-hu11, LÜLin-yuan, RONG Zhi-hai, WANG Bing-Hong, XU Xiao-ke, ZHANG Zhong-zhi . 电子科技大学学报 -- LINK

【专利】一种基于无线网络的用户位置预测系统和方法- . 中国 - CN201410015061.5

Identifying influential nodes in large-scale directed networks: The role of clustering- D.-B. Chen, H Gao, L. Lü*, T Zhou . PLoS ONE - 10.1371/journal.pone.0077455 -- LINK

Potential Theory for Directed Networks- Q.-M. Zhang, L. Lü*, W.-Q. Wang, Y.-X. Zhu, T. Zhou . PLoS ONE -- LINK

【专利】一种网络商品个性化推荐方法及系统- . 中国 - CN201310310951.4

【专利】一种时间窗口的调节方法- . 中国 - CN201310169234.4

Deviation of Zipf’s and Heaps’ Laws in Human Languages with Limited Dictionary Sizes- L. Lü, Z.-K. Zhang, T. Zhou . Scientific Reports -- LINK

The Power of Ground User in Recommender Systems- Y. Zhou, L. Lü*, W. Liu, J. Zhang . PLoS ONE -- LINK

Spreading in online social networks: The role of social reinforcement- Muhua. Zheng, Linyuan. Lü*, Ming. Zhao* . Phys. Rev. E - 10.1103/PhysRevE.88.012818 -- LINK

Identifying influential nodes in complex networks- Duanbing. Chen, Linyuan. Lü*, Ming-Sheng. Shang, Yi-Cheng. Zhang, Tao. Zhou . Physica A - 10.1016/j.physa.2011.09.017 -- LINK

Manipulating directed networks for better synchronization- A. Zeng, L. Lü*, T. Zhou . New J. Phys - 10.1088/1367-2630/14/8/083006 -- LINK

Uncovering missing links with cold ends- Yu-Xiao Zhu, Linyuan. Lü, Qian-Ming. Zhang, Tao. Zhou . Physica A - 10.1016/j.physa.2012.06.003 -- LINK

Enhancing topology adaptation in information-sharing social networks- G. Cimini, D. Chen, M. Medo, L. Lü, Y.-C. Zhang, T Zhou . Phys. Rev. E - 10.1103/PhysRevE.85.046108 -- LINK

Evaluation Metrics for Recommender Systems- Yu-Xiao. Zhu, Linyuan. Lü* . 电子科技大学学报 - 10.3969/j.issn.1001-0548.2012.02.001

Quantifying the influence of scientists and their publications: distinguishing between prestige and popularity- Y.-B. Zhou, L. Lü*, M. Li . New J. Phys - 10.1088/1367-2630/14/3/033033 -- LINK

Recommender Systems- L. Lü, M. Medo, C. H. Yeung, Y.-C. Zhang, Z.-K. Zhang, T. Zhou . Physics Reports - 10.1016/j.physrep.2012.02.006 -- LINK

The small world yields the most effective information spreading- L. Lü, D.-B. Chen, T. Zhou . New J. Phys - 10.1088/1367-2630/13/12/123005 -- LINK

Link prediction in complex networks: a local naïve Bayes model- Z. Liu, Q.-M. Zhang, L. Lü*, T. Zhou . EPL - 10.1209/0295-5075/96/48007 -- LINK

How altruism works: An evolutionary model of supply networks- Z. Ge, Z.-K. Zhang, L. Lü, T. Zhou, N. Xi . Physica A - 10.1016/j.physa.2011.08.063 -- LINK

Link prediction in complex networks: A survey- L. Lü, T. Zhou . Physica A -- LINK

Negative ratings play a positive role in information filtering- W. Zeng, Y.-X. Zhu, L. Lü, T. Zhou . Physica A - 10.1016/j.physa.2011.07.005 -- LINK

利用链路预测推断网络演化机制- 刘宏鲲, 吕琳媛, 周涛 . 中国科学（物理学 力学 天文学） -- LINK

Information filtering via preferential diffusion- L. Lü*, W. Liu . Phys. Rev. E - 10.1103/PhysRevE.83.066119 -- LINK

Leaders in Social Networks, the delicious case- L. Lü, Y.-C. Zhang, C. H. Yeung, T. Zhou . PLoS ONE - 10.1371/journal.pone.0021202 -- LINK

Coarse Graining for Synchronization in Directed Networks- A. Zeng, L. Lü* . Phys. Rev. E - 10.1103/PhysRevE.83.056123 -- LINK

Zipf’s Law Leads to Heaps’ Law: Analyzing Their Relation in Finite-Size Systems- L. Lü, Z.-K. Zhang, T. Zhou . PLoS ONE - 10.1371/ journal.pone.0014139 -- LINK

Similarity-based classification in partial labeled networks- Q.-M. Zhang, M.-S. Shang, L. Lü . Int. J. Mod Phys. C -- LINK

Can Dissimilar Users Contribute to Accuracy and Diversity of Personalized Recommendation?- W. Zeng, M.-S. Shang, Q.-M. Zhang, L. Lü*, T. Zhou . International Journal of Modern Physics C - 10.1142/S0129183110015786 -- LINK

Looking into Complex Networks (in Chinese)- L. Lü, J.-A. Lu, Z.-K. Zhang, X.-Y. Yan, Y. Wu, D.-H. Shi, H.-P. Zhou, J.-Q. Fang, T. Zhou . Complex Systems and Complexity Science -- LINK

Empirical analysis of web-based user-object bipartite networks- M.-S. Shang, L. Lü, Y.-C. Zhang, T. Zhou . EPL - 10.1209/0295-5075/90/48006 -- LINK

Link Prediction in Weighted Networks- L. Lü, T. Zhou . EPL -- LINK

Link Prediction based on Local Random walk- W.-P. Liu, L. Lü* . EPL -- LINK

Empirical comparision of local structural similarity indices for collaborative-filtering-based recommender systems- Q.-M Zhang, M.-S. Shang, W. Zeng, Y. Chen, L. Lü* . Physics Procedia 3 - 10.1016/j.phpro.2010.07.033 -- LINK

Relevance is More Significant than Correlation: Information Filtering on Sparse Data- M.-S. Shang, L. Lü, W. Zeng, Y.-C. Zhang, T. Zhou . EPL - 10.1209/0295-5075/88/68008 -- LINK

复杂网络链路预测- 吕琳媛 . 电子科大学报 -- LINK

Similarity index based on local paths for link prediction of complex networks- L. Lü, C.-H. Jin, T. Zhou . Phys. Rev. E -- LINK

The role of a matchmaker in buyer-vendor interactions- L. Lü, M. Medo, Y.-C. Zhang . Eur. Phys. J. B - 10.1140/epjb/e2009-00315-0 -- LINK

Predicting Missing Links via Local Information- T. Zhou, L. Lü, Y.-C. Zhang . Eur. Phys. J. B -- LINK

Role of Weak Ties in Link Prediction of Complex Networks- L. Lü, T. Zhou . CIKM, ACM -- LINK

Empirical analysis on a keyword-based semantic system- Zi-Ke Zhang, Linyuan Lü, Jian-Guo Liu, Tao Zhou . Eur. Phys. J. B - 10.1140/epjb/e2008-00453-9 -- LINK

Emergence of product differentiation from consumer heterogeneity and asymmetric information- L. Lü, M. Medo, Y.-C. Zhang, D. Challet . Eur. Phys. J. B - 10.1140/epjb/e2008-00289-3 -- LINK