Publications (Journal & Conference Papers)

2022

[TNSE] Jieli Liu, Jiatao Zheng, Jiajing Wu* and Zibin Zheng, "FA-GNN: Filter and Augment Graph Neural Networks for Account Classification in Ethereum", IEEE Transactions on Network Science and Engineering, vol. 9, no. 4, pp. 2579-2588, 1 July-Aug. 2022.
[SCI Impact Factor = 5.033]
[ISCAS] Baoying Huang, Jieli Liu and Jiajing Wu*, "Temporal Analysis of Transaction Ego Networks with Different Labels on Ethereum", in Proc. IEEE International Symposium on Circuits and Systems, Austin Texas, USA, 28 May-1 Jun. 2022, pp. 16.7.
[ISCAS] Dingyuan Lu, Jieli Liu, Shanhe Zhao and Jiajing Wu*, "Evolution of Locality on Ethereum Transaction", in Proc. IEEE International Symposium on Circuits and Systems, Austin Texas, USA, 28 May-1 Jun. 2022, pp. 16.7.
[IEEE TCSII] Yijun Xia, Jieli Liu, and Jiajing Wu*, "Phishing Detection on Ethereum via Attributed Ego-graph Embedding", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, p. 2538-2542, May 2022.
[SCI Impact Factor = 3.292]
[IEEE TCSII] Tao Huang, Dan Lin, and Jiajing Wu*, "Ethereum Account Classification based on Graph Convolutional Network", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, p. 2528-2532, May 2022.
[SCI Impact Factor = 3.292]
[IEEE TCSII] Weijun Ma, Junyuan Fang, and Jiajing Wu*, "Analyzing Robustness of Complex Networks Against Incomplete Information", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, p. 2523-2527, May 2022.
[SCI Impact Factor = 3.292]
[TSMC] Jiajing Wu*, Jieli Liu, Weili Chen, Huawei Huang, Zibin Zheng and Yan Zhang, "Detecting mixing services via mining Bitcoin transaction network with hybrid motifs", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, p. 2237-2249, Apr. 2022.
[SCI Impact Factor = 13.451]
[TCSS] Yuxuan Huang, Jiajing Wu, Chi K. Tse and Zibin Zheng, "Sequential Attacker-defender Game on Complex Networks Considering the Cascading Failure Process", IEEE Transactions on Computational Social Systems, vol. 9, p. 518-529, Apr. 2022.
[TCSS] Dan Lin, Jialan Chen, Jiajing Wu and Zibin Zheng, "Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns", IEEE Transactions on Computational Social Systems, vol. 9, p. 559-570, Apr. 2022.

2021

Zibin Zheng, Hong-Ning Dai, Jiajing Wu, "Blockchain Intelligence: Methods, Applications and Challenges", Springer: Singapore, 2021, ISBN: 978-981-16-0126-2.
[JNCA] Jiajing Wu*, Jieli Liu, Yijing Zhao and Zibin Zheng, "Analysis of cryptocurrency transactions from a network perspective: An overview", Journal of Network and Computer Applications, vol. 190, p.103139, Sep. 2021.
[SCI Impact Factor = 6.281]
[ISCAS] Weijun Ma, Junyuan Fang and Jiajing Wu*, "Sequential Node Attack of Complex Networks based on Q-learning Method", in Proc. IEEE International Symposium on Circuits and Systems, Daegu, Korea, 22-28 May 2021, pp. 1-5.
[ISCAS] Haixian Wen, Junyuan Fang, Jiajing Wu* and Zibin Zheng, "Transaction-based hidden strategies against general phishing detection framework on Ethereum", in Proc. IEEE International Symposium on Circuits and Systems, Daegu, Korea, 22-28 May 2021, pp. 1-5.
[Physica A] Jialan Chen, Dan Lin and Jiajing Wu*, "Do cryptocurrency exchanges fake trading volumes? An empirical analysis of wash trading based on data mining", Physica A: Statistical Mechanics and its Applications, vol. 586, p. 126405, Jan. 2022
[SCI Impact Factor = 3.263]
[JSYST] Junyuan Fang, Haiyu Huang, Jiajing Wu and Chi K. Tse, "Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multiobjective Optimization", IEEE Systems Journal, vol. 15, no. 4. pp. 5221-5232, Dec. 2021
[SCI Impact Factor = 3.9]
[BlockSys] Zhuoming Gu, Dan Lin, Jiatao Zheng, Jiajing Wu* and Chaoxin Hu, "Deep learning-based transaction prediction in Ethereum", International Conference on Blockchain and Trustworthy Systems, China, Jul. 2021.
[BlockSys] Yijun Xia, Jieli Liu, Jiatao Zheng, Jiajing Wu* and Xiaokang Su, "Portraits of Typical Accounts in Ethereum Transaction Network", International Conference on Blockchain and Trustworthy Systems, China, Jul. 2021.
[IEEE SMC] Jiajing Wu*, Jieli Liu, Weili Chen, Huawei Huang, Zibin Zheng, Yan Zhang, "Detecting mixing services via mining bitcoin transaction network with hybrid motifs", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 4, pp. 2237-2249, Apr. 2022.
[IEEE SMC] Yuxuan Huang, Jiajing Wu*, Wendi Ren, Chi K. Tse, Zibin Zheng, "Sequential restorations of complex networks after cascading failures", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no 1. pp. 400-411, Jan. 2021.
[SCI Impact Factor = 9.309]

2020

[JETCAS] Junyuan Fang, Jiajing Wu*, Zibin Zheng and Chi K. Tse, "Revealing structural and functional vulnerability of power grids to cascading failures", IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 11, no. 1, pp. 133-143, doi: 10.1109/JETCAS.2020.3033066.
[SCI Impact Factor = 3.033]
[TSMC] Jiajing Wu*, Qi Yuan, Dan Lin, Wei You, Weili Chen, Chuan Chen and Zibin Zheng, "Who are the phishers? Phishing scam detection on ethereum via network embedding", IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 2, pp. 1156-1166, Feb. 2022.
[SCI Impact Factor = 9.309]
[TNSE] Jiajing Wu, Zhenhao Chen, Yihan Zhang, Yongxiang Xia, Xi Chen, "Sequential recovery of complex networks suffering from cascading failure blackouts", IEEE Transactions on Network Science and Engineering, vol. 7, no. 4, pp. 2997-3007.
[SCI Impact Factor = 5.031]
[IEEE TCSII] Dan Lin, Jiajing Wu*, Qi Yuan, Zibin Zheng, "Modeling and understanding ethereum transaction records via a complex network approach", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 67, no. 11, pp. 2737-2741, Nov. 2020.
[SCI Impact Factor = 3.25]
[Chaos] Qing Han, Jiajing Wu*, Zibin Zheng, "Long-range dependence, multi-fractality and volume-return causality of ether market", Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 30, no. 1, p. 011101, Jan. 2020.
[SCI Impact Factor = 2.85]
[IJCSE] Weili Chen, Zibin Zheng*, Mingjie Ma, Jiajing Wu, Yuren Zhou, Jiaquan Yao, "Dependence structure between bitcoin price and its influence factors", International Journal of Computational Science and Engineering, vol. 21, no. 3, pp. 334-345, Mar. 2020.
[CEE] Shaoan Xie, Zibin Zheng*, Weili Chen, Jiajing Wu, Hong-Ning Dai, Muhammad Imran, "Blockchain for cloud exchange:a survey", Computers & Electrical Engineering, vol. 81, p. 106526, Jan. 2020.
[SCI Impact Factor= 3.02]
[FPhy] Dan Lin, Jiajing Wu*, Zibin Zheng, Qi Yuan. "T-EDGE: Temporal weighted multidigraph embedding for ethereum transaction network analysis", Frontiers in Physics, vol. 8, p. 204, Jun. 2020.
[SCI Impact Factor= 2.638]
[ISCAS] Qifan Zhang, Junyuan Fang, Jie Zhang, Jiajing Wu*, Yongxiang Xia and Zibin Zheng, "Robustness analysis of power grids against cascading failures based on a multi-objective algorithm", in Proc. IEEE International Symposium on Circuits and Systems, Sevilla, Spain, 10-21 Oct. 2020, pp. 1-5.
[arXiv] Jiajing Wu*, Jieli Liu, Yijing Zhao, Zibin Zheng, "Analysis of cryptocurrency transactions from a network perspective: An overview", arXiv preprint arXiv:2011.09318.
[arXiv] Yijing Zhao, Jieli Liu, Qing Han, Weilin Zheng, Jiajing Wu*. "Exploring EOSIO via graph characterization", arXiv preprint arXiv:2004.10017.

2019

[Physica A] Jiajing Wu*, Biaoyan Fang, Junyuan Fang, Xi Chen, Chi K. Tse, "Sequential topology recovery of complex power systems based on reinforcement learning", Physica A: Statistical Mechanics and its Applications, vol. 535, p. 122487, Oct. 2019.
[SCI Impact Factor = 2.82]
[Chaos] Yongxiang Xia, Michael Small, Jiajing Wu*, "Introduction to focus issue: complex network approaches to cyber-physical systems", Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 29, no. 9, p. 093123, Sept. 2019.
[SCI Impact Factor = 2.85]
[Chaos] Jiarong Xie, Youyou Yuan, Zhengping Fan, Jiahai Wang, Jiajing Wu, Yanqing Hu, "Eradicating abrupt collapse on single network with dependency groups", Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 29, no. 8, p. 083111, Aug. 2019.
[SCI Impact Factor = 2.85]
[IEEE TVT] Chuan Chen, Jiajing Wu*, Hui Lin, Wuhui Chen, Zibin Zheng, "A secure and efficient blockchain-based data trading approach for internet of vehicles", IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9110-9121, Jul. 2019.
[SCI Impact Factor = 6.29]
[IEEE IoT] Wuhui Chen, Zhen Zhang, Zicong Hong, Chuan Chen, Jiajing Wu*, Sabita Maharjan, Zibin Zheng, Yan Zhang, "Cooperative and distributed computation offloading for blockchain-empowered industrial Internet of Things", IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8433-8446, May 2019.
[SCI Impact Factor = 11.33]
[Physica A] Haicheng Tu, Yongxiang Xia, Jiajing Wu, Xiang Zhou, "Robustness assessment of cyber�Cphysical systems with weak interdependency", Physica A: Statistical Mechanics and its Applications, vol. 522, pp. 9-17, May 2019.
[SCI Impact Factor = 2.82]
[IEEE Access] Rong Lai, Xiaoyu Qiu, Jiajing Wu*, "Robustness of asymmetric cyber-physical power systems against cyber attacks", IEEE Access, vol. 7, pp. 61342-61352, May 2019.
[SCI Impact Factor = 4.96]
[ISCAS] Yihan Zhang, Jiajing Wu*, Zhenhao Chen, Yuxuan Huang, Zibin Zheng, "Sequential node/link recovery strategy of power grids based on q-learning approach", in Proc. IEEE International Symposium on Circuits and Systems, Sapporo, Japan, 26-29 May 2019, pp. 1-5.
[ISCAS] Junyuan Fang, Xi Zhang, Jiajing Wu*, Zibin Zheng, "Robustness analysis of power grids against cascading failures based on a multi-objective algorithm", in Proc. IEEE International Symposium on Circuits and Systems, Sapporo, Japan, 26-29 May 2019, pp. 1-5.
[DASFAA] Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, Guohui Ling, "Hyper2vec: biased random walk for hyper-network embedding", International Conference on Database Systems for Advanced Applications, Chiang Mai, Thailand, 22-25 Apr. 2019, pp. 273-277.
[arXiv] Jiajing Wu, Qi Yuan, Dan Lin, Wei You, Weili Chen, Chuan Chen, Zibin Zheng, "Who are the phishers? Phishing scam detection on ethereum via network embedding", arXiv preprint arXiv:1911.09259.
[arXiv] Jiajing Wu*, Dan Lin, Zibin Zheng, Qi Yuan, "T-EDGE: temporal weighted multidigraph embedding for ethereum transaction network analysis", arXiv preprint arXiv:1905.08038.

2018

[Physica A] Taocheng Wu, Jiajing Wu*, Wei You, "Optimizing robustness of complex networks with heterogeneous node functions based on the memetic algorithm", Physica A: Statistical Mechanics and its Applications, vol. 511, pp. 143-153, Dec. 2018.
[SCI Impact Factor = 2.82]
[Physica A] Jiajing Wu*, Wei You, Taocheng Wu, Yongxiang Xia, "Abnormal phenomenon in robustness of complex networks with heterogeneous node functions", Physica A: Statistical Mechanics and its Applications, vol. 506, pp. 451-461, Sept. 2018.
[SCI Impact Factor = 2.82]
[IJBC] Jiajing Wu*, Xi Zhang, Shicong Ma, Zhihai Rong, Chi K. Tse, "Bifurcation in transmission networks under variation of link capacity", International Journal of Bifurcation and Chaos, vol. 28, no. 07, p. 1850093, Jun. 2018.
[SCI Impact Factor = 2.14]
[IEEE TCSII] Wendi Ren, Jiajing Wu*, Xi Zhang, Rong Lai, Liang Chen, "A stochastic model of cascading failure dynamics in communication networks", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, no. 5, pp. 632-636, Apr. 2018.
[SCI Impact Factor = 3.25]
[IEEE TCSII] Jiajing Wu*, Jian Zhong, Zhenhao Chen, Bokui Chen, "Optimal coupling patterns in interconnected communication networks", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, no. 8, pp. 1109-1113, Feb. 2018.
[SCI Impact Factor = 3.25]
[IEEE TCSII] Zhenhao Chen, Jiajing Wu*, Yongxiang Xia, Xi Zhang, "Robustness of interdependent power grids and communication networks: a complex network perspective", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 65, no. 1, pp. 115-119, Jan. 2018.
[SCI Impact Factor = 3.25] [ESI High Cited Paper]
[ICSOC] Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, Zibin Zheng, "An adaptive semi-local algorithm for node ranking in large complex networks", in Proc. International Conference on Service-Oriented Computing, Hangzhou, China, 12-15 Nov. 2018, pp. 505-514.
[ISCAS] Jiali Dong, Fanghua Ye, Wuhui Chen, Jiajing Wu*, "Identifying influential nodes in complex networks via semi-local centrality", in Proc. IEEE International Symposium on Circuits and Systems, Florence, Italy, 27-30 May 2018, pp. 1-5.
[ISCAS] Jie Zhang, Jiajing Wu*, Yongxiang Xia, Fanghua Ye, "Measuring cohesion of software systems using weighted directed complex networks", in Proc. IEEE International Symposium on Circuits and Systems, Florence, Italy, 27-30 May 2018, pp. 1-5.

2017

[Physica A] Zhenhao Chen, Jiajing Wu*, Zhihai Rong, Chi K. Tse, "Optimal topologies for maximizing network transmission capacity", Physica A: Statistical Mechanics and its Applications, vol. 495, pp. 191-201, Dec. 2017.
[SCI Impact Factor = 2.82]
[Physica A] Jiajing Wu*, Junwen Zeng, Zhenhao Chen, Chi K. Tse, Bokui Chen, "Effects of traffic generation patterns on the robustness of complex networks", Physica A: Statistical Mechanics and its Applications, vol. 492, pp. 871-877, Nov. 2017.
[SCI Impact Factor = 2.82]
[ISCAS] Jian Zhong, Jiajing Wu*, Zhenhao Chen, Zibin Zheng, "Optimal design of coupling preferences to mitigate traffic congestion in interconnected networks", in Proc. IEEE International Symposium on Circuits and Systems, Baltimore, USA, 28-31 May 2017, pp. 1-4.

2016 and earlier

[IEEE TCSII] Jiajing Wu*, Yongxiang Xia, "Complex-network-inspired design of traffic generation patterns in communication networks", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 64, no. 5, pp. 590-594, Aug. 2016.
[SCI Impact Factor = 3.25]
[IEEE TCSI] Jiajing Wu, Chi K. Tse, Francis C. M. Lau, "Concept of node usage probability from complex networks and its applications to communication network design", IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 62, no. 4, pp. 1195-1204, Mar. 2015.
[SCI Impact Factor = 3.934]
[IEEE TCSII] Jiajing Wu, Chi K. Tse, Francis C. M. Lau, "Optimizing performance of communication networks: an application of network science", IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 62, no. 1, pp. 95-99, Jan. 2015.
[SCI Impact Factor = 3.25]
[PRE] Fei Tan, Jiajing Wu, Yongxiang Xia, Chi K. Tse, "Traffic congestion in interconnected complex networks", Physical Review E, vol. 89, no. 6, p. 062813, Jun. 2014.
[SCI Impact Factor = 2.366]
[IJMPC] Shuai Zhang, Mangui Liang, Zhongyuan Jiang, JiaJing Wu, "Effective strategy of adding links for improving network transport efficiency on complex networks", International Journal of Modern Physics C, vol. 25, no. 8, p. 1450014, Jun. 2014.
[SCI Impact Factor = 1.195]
[IEEE TCSI] Jiajing Wu, Chi K. Tse, Francis C. M. Lau, Ivan W. H. Ho, "Analysis of communication network performance from a complex network perspective", IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 60, no. 12, pp. 3303-3316, Dec. 2013.
[SCI Impact Factor = 3.934]
[PLSO] Zhongyuan Jiang, Mangui Liang, JiaJing Wu, "Dynamic source routing strategy for two-level flows on scale-free networks", Plos One, vol. 8, no. 12, 2013.
[SCI Impact Factor = 3.057]
[APCCAS] Zhenhao Chen, Jiajing Wu, Zibin Zheng, "An effective rewiring strategy for optimizing traffic performance of communication networks", in Proc. IEEE Asia Pacific Conference on Circuits and Systems, Jeju, South Korea, 25-28 Oct. 2016, pp. 57-60.
[APCCAS] Junwen Zeng, Jiajing Wu, Zhenhao Chen, Zibin Zheng, "Effect of traffic generation patterns on traffic performance of complex networks", in Proc. IEEE Asia Pacific Conference on Circuits and Systems, Jeju, South Korea, 25-28 Oct. 2016, pp. 61-64.
[ISCAS] Jiajing Wu, Chi K. Tse, Francis C. M. Lau, "Effective routing algorithms based on node usage probability from a complex network perspective", in Proc. IEEE International Symposium on Circuits and Systems, Melbourne, Australia, 1-5 Jun. 2014, pp. 2209-2212.
[ISCAS] Jiajing Wu, Chi K. Tse, Francis C. M. Lau, "An adaptive routing algorithm for load balancing in communication networks", in Proc. IEEE International Symposium on Circuits and Systems, Beijing, China, 19-23 May 2013, pp. 2295-2298.