Prof. TAN Zhenhua, born in 1980, is a PhD Supervisor with Software College and Deputy Director of Informatization and Cyberspace Security Office of NEU. He received the B.S., M.S., and Ph.D. degrees from Northeastern University, Shenyang, China, in 2003, 2006, and 2009, respectively, all in computer science. He is also of the High-level talent in Shenyang, first batch of Industrial Information Security Expert in Liaoning province, Young Expert on network security and Informatization in CAC of China, Senior Member of CCF, Professional Member of ACM and IEEE. He has authored or coauthored over 50 publications in journals, conferences and book chapters. He holds over 3 US international patents (all granted). He was awarded the Best Paper of ICME 2019, Mobisec 2018, and the Outstanding Supervisor of Master's thesis in Liaoning province in 2019. His current research interests include cyberspace security, social network analysis, verification and identification technologies. He proposes the theory of non-constant probability information propagation, method of Multi-source network ecological evolution analysis, and Spherical cryptography for network information protection. He is funded by the National Natural Science Foundation of China, Ministry of Education of China, Natural Science Foundation of Liaoning, and Industries, with more than 10 projects.

Publications (recently)

Shuo Gao, Zhenhua Tan (通讯), Jingyu Ning, Bingqian Hou, Li Li. ResGait: Gait Feature Refinement based on Residual Structure for Gait Recognition. The Visual Computer (2023). [ACCEPTED] [SCI Q2，IF: 2.835]

Tao Zhang, Zhenhua Tan (通讯), Xiaoer Wu. HAAN-ERC: hierarchical adaptive attention network for multimodal emotion recognition in conversation. NEURAL COMPUTING & APPLICATIONS (2023). DOI：10.1007/s00521-023-08638-2 [Github:TAN-OpenLab/HAAN-ERC] [SCI Q2，IF: 5.102]

Yuansong Zheng, Zhenhua Tan (通讯), Danke Wu, Jingyu Ning. Find Indicative Users for Rumor Detection Using User Credibility and Stance, the 22nd IEEE International Conference on Communications (ICC 2023) , Rome, Italy, 28 May 2023. (CORE Rank B, CCF Rank C, IEEE Communications Society’s flagship conferences) [Github:TAN-OpenLab/USB-GAT]

Shehzad K, Zhenhua T, Shoukat S, Saeed A, Ahmad I, Sarwar Bhatti S, Chelloug SA. A Deep-Ensemble-Learning-Based Approach for Skin Cancer Diagnosis. Electronics. 2023; 12(6):1342. DOI:10.3390/electronics12061342 (SCI Q3, IF: 2.69)

Zhenhua Tan, Zhenche Xia, Pengfei Wang, Chang Ding, Weichao Zhai. FTCF: Full Temporal Cross Fusion Network for Violence Detection in Videos. Applied Intelligence, 53, 4128-4230, 2023. (DOI: 10.1007/s10489-022-03708-9 PDF) [Github:TAN-OpenLab/FTCF-NET] (SCI Q2, IF: 5.019)

Danke Wu, Zhenhua Tan (通讯),  Zhenche Xia, Jingyu Ning. TCSE: Trend and cascade based spatiotemporal evolution network to predict online content popularity.Multimedia Tools and Applications, 82, 1459-1475, 2023. [DOI：10.1007/s11042-022-12989-8] [PDF] [Github:TAN-OpenLab/TCSE-Net] [SCI Q2，IF: 2.757]

Tao Zhang, Zhenhua Tan (通讯),Xiaoer Wu. Unsupervised Domain Adaptation for Emotion Recognition in Conversation, the 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2022) , Haikou, China, 15-18 December 2022.  (CORE Rank B, CCF Rank C, 17.9%)

Yuran Ru, Ning Geng, Li Li, Hui Wang, Yongxiang Zheng, and Zhenhua Tan (通讯). Multi-Modal Depression Detection Based on High-Order Emotional Features. In Proceedings of the 2022 5th Artificial Intelligence and Cloud Computing Conference (AICCC '22). ACM, New York, NY, USA, 158–164. Doi: 10.1145/3582099.3582144 (本科大创团队学生所提出抑郁症检测模型)

Danke Wu, Zhenhua Tan (通讯),Haoran Zhao, Taotao Jiang, Meilin Qi. Cross-domain consistency supervised feature disentanglement framework for generalizable rumor detection, Information Processing and Management Conference 2022, ONLINE, 20-21 December 2022. (Oral Accepted)

Xinshu Li, Zhenhua Tan (通讯),Zhenche Xia, Danke Wu, Bin Zhang. Single-Channel Speech Separation Focusing on Attention DE, the 26th International Conference on Pattern Recognition (ICPR 2022), Montreal, Quebec, Canada, August 2022.(DOI: 10.1109/ICPR56361.2022.9956273 PDF) [Github:TAN-OpenLab/AttentionDE] (CORE Rank B, CCF Rank C)

Wencheng Li, Zhenhua Tan (通讯), Zhenche Xia, Danke Wu, Jingyu Ning. PF-Net: Personalized Filter for Speaker Recognition from Raw Waveform. the 15th International Conference on Mobile Multimedia Communications (MOBIMEDIA 2022), Hangzhou, July 21-23, 2022. (Accepted) [Github:TAN-OpenLab/PF-NET]

Zhenhua Tan, Zhenche Xia, Pengfei Wang, Chang Ding, Weichao Zhai. FTCF: Full Temporal Cross Fusion Network for Violence Detection in Videos. Applied Intelligence, June 2022. (DOI: 10.1007/s10489-022-03708-9 PDF) [Github:TAN-OpenLab/FTCF-NET] (SCI Q2, IF: 5.019)

Zhenhua Tan, Jingyu Ning, Kai Peng, Zhenche Xia, Danke Wu. Logistic-ELM: A Novel Fault Diagnosis Method for Rolling Bearings. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2022.(DOI: 10.1007/s40430-022-03837-9 PDF) (An initial pre-print version could be found in arXiv DOI: 10.48550/arXiv.2204.11845) [Github:TAN-OpenLab/logistic-elm] (SCI Q2, IF: 2.361)

Danke Wu, Zhenhua Tan (通讯),  Zhenche Xia, Jingyu Ning. TCSE: Trend and cascade based spatiotemporal evolution network to predict online content popularity.Multimedia Tools and Applications, 2022. [DOI：10.1007/s11042-022-12989-8] [PDF] [Github:TAN-OpenLab/TCSE-Net] [SCI Q2，IF: 2.757]

Zhenche Xia, Zhenhua Tan (通讯), Danke Wu, Jingyu Ning, Bin Zhang. A Generalized Model for Crowd Violence Detection Based on 3D-CNN Focusing on Human Contour and Dynamic Features. The 22nd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing(CCGrid 2022) , Taormina (Messina), Italy, 16-19 May 2022. [DOI：10.1109/CCGrid54584.2022.00042] [PDF] (CORE Rank A, QUALIS Rank A1, CCF C)

Zhenhua Tan, Fan Li, Danke Wu. MRAInf: Multilayer Relation Attention based Social Influence Prediction Net with Local Stimulation. The 64th GLOBECOM 2021, Madrid, Spain, Dec. 2021.[doi:10.1109/GLOBECOM46510.2021.9685148] (Flagship Conf. of IEEE ComSoc, CORE B, QUALIS A1, CCF C)

Zhang Tao, Zhenhua Tan (通讯). Deep Emotion Recognition in Dynamic Data using Facial, Speech and Textual Cues: A Survey. TechRxiv. Preprint. 2021. [doi:10.36227/techrxiv.15184302.v1 PDF]

Shiyue Qin , Zhenhua Tan（通讯）, Bin Zhang, Fucai Zhou.Distributed secret sharing scheme based on the high-dimensional rotation paraboloid. Journal of Information Security and Applications, Volume 58, May 2021, 102797.[doi:10.1016/j.jisa.2021.102797] (SCI Q2, IF:3.872)

Shiyue Qin , Zhenhua Tan, Fucai Zhou, Jian Xu, and Zongye Zhang.A Verifiable Steganography-Based Secret Image Sharing Scheme in 5G Networks. Security and Communication Networks,2021,Article ID 6629726.[doi:10.1155/2021/6629726] (SCI, IF:1.288, CCF C)

XU Xiaomeng，TAN Zhenhua(通讯)，LI Xinshu. Noise-resistant speaker recognition algorithm based on full-frequency speech features with wavelet packet. Journal of Shenzhen University Science and Engineering, 2020, 37(Suppl.1): 84-91.（in Chinese）[doi:10.3724/SP.J.1249.2020.99084 PDF ]

Shiyue Qin,Zhenhua Tan(通讯), Bin Zhang, Fucai Zhou. Evolutionary-Based Image Encryption with DNA Coding and Chaotic Systems. In: Wang G., Lin X., Hendler J., Song W., Xu Z., Liu G. (eds) Web Information Systems and Applications. WISA 2020. Lecture Notes in Computer Science, vol 12432. Springer, Cham. [DOI: 10.1007/978-3-030-60029-7_53 PDF ]

Zhenhua TAN, Liangliang He, Danke Wu, Qiuyun Chang, Bin Zhang. Personalized Standard Deviations Improve the Baseline Estimation of Collaborative Filtering Recommendation, Appl. Sci. 2020, 10(14), 4756. 21 pages. (DOI:10.3390/app10144756 PDF )(Invited Paper, SCI Q2,IF:2.474)

Zhenche Xia, Zhenhua Tan (通讯),Yuling Zhang, Shaocheng Zhang,Yi Ma. A Novel Information Diffusion Model Inspired by Particle-Collision Dynamics for Online Social Networks, 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), Xiamen, Dec. 16-18, 2019. (CCF C类会议)

Zhenhua TAN, Danke Wu, Liangliang He, Qiuyun Chang, Bin Zhang. SDP: An Improved Baseline Estimation Model based on Standard Deviation Proportion, 2019 IEEE International Conference on Multimedia and Expo (ICME), Shanghai, JULY, 2019. (DOI:10.1109/ICME.2019.00013 CCF B类会议, BEST PAPER HONORABLE METION AWARD)

Zhenhua TAN, Danke Wu, Tianhan Gao, Ilsun You#, Vishal Sharma. AIM: Activation Increment Minimization Strategy for Preventing Bad Information Diffusion in OSNs, Future Generation Computer Systems, Vol.94 (2019), pp.293–301. [DOI:10.1016/j.future.2018.11.038](SCI Q1,IF:6.125)

Yin, H.; Mao, K.; Zhao, J.; Chang, H.; E, D.; Tan, Z. Heated Metal Mark Attribute Recognition Based on Compressed CNNs Model. Appl. Sci. 2019, 9, 1955. Published: 13 May 2019. (SCI Q2, IF:2.217)

Zhenhua TAN, Danke Wu, Guangming Yang, Bin Zhang. APMSID: Activated Probability for Multi-Source Information Diffusion in Online Social Networks, IEEE Access, vol. 6, pp. 64435-64449, 2018. [DOI: 10.1109/ACCESS.2018.2877797, PDF](SCI Q1,IF:4.098)

Qiuyun Chang, Zhenhua TAN (通讯), Guangming Yang. Improve Predictive Accuracy by Identifying Collusions in P2P Recommender Systems. In: Hong R., Cheng WH., Yamasaki T., Wang M., Ngo CW. (eds) Advances in Multimedia Information Processing – the 19th Pacific-Rim Conference on Multimedia (PCM 2018). Lecture Notes in Computer Science, vol 11164. Springer, Cham. (CCF C类会议，PDF DOI:10.1007/978-3-030-00776-8_72)

Liangliang He, Zhenhua TAN (通讯), Guibing Guo, Qiuyun Chang, Danke Wu. LFSF: Latent Factor-Based Similarity Framework and Its Application for Collaborative Recommendation. In: Hong R., Cheng WH., Yamasaki T., Wang M., Ngo CW. (eds) Advances in Multimedia Information Processing – the 19th Pacific-Rim Conference on Multimedia (PCM 2018). Lecture Notes in Computer Science, vol 11164. Springer, Cham. (CCF C类会议，PDF DOI:10.1007/978-3-030-00776-8_68)

Danke Wu, Zhenhua Tan(通讯), Tianhan Gao, and Nan Guo. Activation Increment Minimization Strategy to limit bad information diffusion based on SIR Model, Mobisec 2018, Dube.

Zhenhua Tan, Danke Wu,Hong Li, Tianhan Gao, and Nan Guo. Hierarchical Threshold Secret Image Sharing Scheme Based on Birkhoff Interpolation and Matrix Projection, Mobisec 2018, Dube. (Best Poster Paper Award)

Keming Mao, Duo Lu, Dazhi E, Zhenhua Tan. A Case Study on Attribute Recognition of Heated Metal Mark Image Using Deep Convolutional Neural Networks. Sensors, 2018, 18(6), Article No.1871, pp.1-19. [DOI:10.3390/s18061871](SCI Q2,IF:2.475)

Zhenhua TAN,Liangliang He. An Efficient Similarity Measure for User-based Collaborative Filtering Recommender Systems Inspired by the Physical Resonance Principle, IEEE Access, 2017, Vol.5, Issue:1, 18pages, PP.27211-27228. [DOI: 10.1109/ACCESS.2017.2778424, PDF](WOS:000418881100096, SCI Q1,IF:3.557)

谭振华,时迎成,石楠翔,杨广明,王兴伟. 基于引力学的在线社交网络空间谣言传播分析模型, 计算机研究与发展, 54(11):2586-2599,2017. [PDF]

TAN Zhenhua, Niu Yicong, Shi Nanxiang, Wang Xingwei, Guo Nan.MCTModel: A Multi-Clouds Trust Model Based on SLA in Cloud Computing, Journal of Computers of TaiWan (JOCTAIWAN),28(6):236-245,2017.[PDF] doi:10.3966/199115992017122806021.

Guo, Guibing, Qiu Huihuai, Tan Zhenhua ,Liu Yuan, Ma Jing, Wang Xingwei. Resolving data sparsity by multi-type auxiliary implicit feedback for recommender systems, Knowledge-Based Systems, Vol.138 (2017), pp. 202-207. [DOI: 10.1016/j.knosys.2017.10.005] (SCI Q1, IF: 4.396)

Zhenhua Tan,Jingyu Ning, Yuan Liu, Xingwei Wang, Guangming Yang, Wei Yang. ECRModel: an Elastic Collision-Based Rumor-Propagation Model in Online Social Networks, IEEE Access, 2016, 4(1):6105 - 6120, DOI: 10.1109/ACCESS.2016.2612298 (SCI Q1, IF: 3.244, WOS:000386253600008). [PDF]

Zhenhua Tan,Yicong Niu, Yuan Liu, Guangming Yang. A Novel Trust Model Based on SLA and Behavior Evaluation for Clouds, the 14th annual International Conference on Privacy, Security and Trust (PST)，12-14 December, 2016, Auckland, New Zealand. (QUALIS B2类会议).[PDF]

谭振华,杨广明,王兴伟,程维,宁婧宇. 面向云存储的多维球面门限秘密共享方案.软件学报,2016,27(11):2912-2928. [Abstract]  [PDF]

Zhenhua Tan, Liangliang He, Hong Li, Xingwei Wang. Rating Personalization Improves Accuracy: a Proportion-based Baseline Estimate Model for Collaborative Recommendation. Proc. of CollaborateCOM 2016, Beijing, Nov.12. IN: Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Vol.201, pp.104-114, 2017. (CCF C类, Book Chapter PDF).

Tan Zhenhua, Niu Yicong, Shi Nanxiang, Wang Xingwei,Guo Nan. A Novel Trust Model Based on SLA for Multiple Clouds, Proc. of MobiSec 2016, TaiWan.

Zhenhua Tan, Xingwei Wang, Xueyi Wang. A Novel Iterative and Dynamic Trust Computing Model for Large Scaled P2P Networks, Mobile Information Systems, 12 pages, 2016. (SCI Q2, IF:1.462, WOS:000371498600001)

Yang Guangming, Ning Jingyu, Tan Zhenhua(通讯). A New Dynamic Authentication Captcha Based on Negotiation Between Host and Mobile Terminal for Electronic Commerce. Proc. of 8th International Conference on Intelligent Computation Technology and Automation (ICICTA), Nanchang, China, IEEE Press, pp.49 - 52. (EI)

Guangming Yang, Zhenhua Tan,Fanghua Geng, Tianhan Gao. A Novel Hybrid Algorithm Based on Hill Matrix and Haar Domain Sequence, 2016 10th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), Japan, 6-8 July 2016, IEEE Press. (DOI: 10.1109/IMIS.2016.133).

王兴伟,李婕,谭振华,马连博,李福亮,黄敏. 面向“互联网+”的网络技术发展现状与未来趋势. 计算机研究与发展, 2016, 53(4): 729-741. (EI)

Zhenhua Tan, Guangming Yang, Wei Cheng, Xingwei Wang. Distributed Secret Sharing Scheme Based on Personalized Spherical Coordinates Space, Computer Science and Information Systems, 10(3), pp.1269-1291, 2013. (SCI Q3(2013), IF：0.575,WOS000323238700017) [PDF]

Zhenhua Tan, Liangyu Zhang, Guangming Yang. BPTrust: A Novel Trust Inference Probabilistic Model based on Balance Theory for Peer-to-Peer Networks, ELEKTRONIKA IR ELEKTROTECHNIKA, 18(10), pp.77-80, 2012. (SCI, WOS:000313297600019)

Zhenhua Tan, Guangming Yang*, Wei Cheng. Distributed Trust Inference Model Based on Probability and Balance Theory for Peer-to-Peer systems, International Journal on Smart Sensing and Intelligent Systems, 5(4), pp.1063 – 1080, 2012. (EI)

Xiaofeng Chen, Zhenhua Tan(通讯), Guangming Yang, Xiangshuai Yan. Chaotic Immune PSO Algorithm for Traveling Salesman Problem, Future Wireless Networks and Information Systems, Lecture Notes in Electrical Engineering (Springer), Volume 143, pp.689-695. 2012. (EI)

Guangming Yang, Shuang Li, Zhenhua Tan(通讯), Xiangshuai Yan, Xiaojun Hou. A New Multi-pattern Matching Algorithm Based on Frequently Used Group. proc. of the IEEE 12th International Conference on Computer and Information Technology (CIT), pp.981-984, oct. 2012.

Guangming Yang, Liangyu Zhang, Zhenhua Tan(通讯), Hainan Yu, Shuang Li. A New Method of Trust Inference Based on Markov Model for Peer-to-Peer Network. proc. of the IEEE 12th International Conference on Computer and Information Technology (CIT), pp.349-354, oct. 2012.

Xiaofeng Chen, Zhenhua Tan(通讯), Guangming Yang, Shuang Li. Chaotic Taboo Fish Algorithm for Traveling Salesman Problem, Lecture Notes in Electrical Engineering (Springer), Volume 143, pp.697-704, 2012. (EI)

Xiaofeng Chen, Zhenhua Tan(通讯), Guangming Yang, Wei Cheng. A Hybrid Algorithm to Solve Traveling Salesman Problem, Lecture Notes in Electrical Engineering (Springer), Volume 139, pp.99-105, 2012. (EI)

Zhenhua Tan, Guangming Yang, Zhiliang Zhu, Wei Cheng, Guiran Chang. A distributed certification method for peer-to-peer system based on biological information, Communications in Computer and Information Science, Vol. 176, 409-414, 2011.

谭振华，王兴伟，程维，常桂然，朱志良. 基于多维历史向量的P2P分布式信任评价模型，计算机学报，33(9)，1725-1735，2010. (EI, Cited: 21)

Zhenhua Tan, Guangming Yang, Zhiliang Zhu, Wei Cheng. K-BRiR: An efficient and self-organized routing mechanism for structured peer-to-peer service networks, Communications in Computer and Information Science, Vol. 113, 61-74, 2010.

Jie Jia, Jian Chen, Guiran Chang, Zhenhua Tan. Energy efficient coverage control in wireless sensor networks based on multi-objective genetic algorithm, Computers & Mathematics with Applications,Volume 57, Issues 11–12, June 2009, Pages 1756–1766. (SCI Q1, WOS: 000266463200007, Cited: 113)

……

Patents (recently)

1. Zhenhua Tan, COMMUNICATION DEVICES AND METHODS, Granted date 11/19/2013 (US Patent)

2. Zhenhua Tan, NODE AUTHENTICATION, Granted date 13/6/2014 (US Patent)

3. Zhenhua Tan, Peer-to-peer search algorithm, Granted date 13/7/2013 (US Patent)

Contact info

If you are interested in security techs of distributed networks, and you are relatively well-trained in Math or Discrete Math, or you are good at C or C++ or C# or Java programming, or you have ever joined some scientific competitions, you are welcome to TAN's research team. Please attach your resume (1 page) while email to TAN .

--Email: tanzh@mail.neu.edu.cn (I will feed back to you the same day)

--Office-room(1): Room 433, IT Building, HunNan Campus.