A curated list of our work.
Table of Content
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2021 | Analysis of cryptocurrency transactions from a network perspective: An overview | Journal of Network and Computer Applications | Link | Link |
| 2019 | Introduction to Focus Issue: Complex Network Approaches to Cyber-Physical Systems | Chaos: An Interdisciplinary Journal of Nonlinear Science | Link | Link |
| 2021 | 区块链交易网络研究综述 | 中山大学学报（自然科学版）中文核心 | Link | Link |
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2024 | DAppFL: Just-in-Time Fault Localization for Decentralized Applications in Web3 | ACM SIGSOFT International Symposium on Software Testing and Analysis Proceedings (ISSTA) | Link | Link |
| 2021 | Detecting Mixing Services via Mining Bitcoin Transaction Network With Hybrid Motifs | IEEE Transactions on Systems, Man, and Cybernetics: Systems | Link | Link |
| 2021 | Do cryptocurrency exchanges fake trading volumes? An empirical analysis of wash trading based on data mining | Physica A: Statistical Mechanics and its Applications | Link | Link |
| 2021 | Transaction-based Hidden Strategies Against General Phishing Detection Framework on Ethereum | IEEE International Symposium on Circuits and Systems | Link | Link |
| 2020 | Who are the phishers? phishing scam detection on ethereum via network embedding | IEEE Transactions on Systems, Man, and Cybernetics: Systems | Link | Link |
| 2022 | Phishing Detection on Ethereum via Attributed Ego-Graph Embedding | IEEE Transactions on Circuits and Systems II: Express Briefs | Link | Link |
| 2020 | Detecting Phishing Scams on Ethereum Based on Transaction Records | IEEE International Symposium on Circuits and Systems (ISCAS) | Link | Link |
| 2020 | Cross Entropy Attack on Deep Graph Infomax | IEEE International Symposium on Circuits and Systems (ISCAS) | Link | Link |
| 2020 | Phishing Detection on Ethereum via Learning Representation of Transaction Subgraphs | International Conference on Blockchain and Trustworthy Systems | Link | Link |
| 2020 | CDS: A Cross–Version Software Defect Prediction Model With Data Selection | IEEE Access | Link | Link |
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2021 | Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns | IEEE Transactions on Computational Social Systems | Link | Link |
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2021 | Deep learning-based transaction prediction in Ethereum | International Conference on Blockchain and Trustworthy Systems | Link | Link |
| 2020 | Long-range dependence, multi-fractality and volume-return causality of Ether market | Chaos: An Interdisciplinary Journal of Nonlinear Science | Link | Link |
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2021 | Portraits of Typical Accounts in Ethereum Transaction Network | International Conference on Blockchain and Trustworthy Systems | Link | Link |
| 2022 | FA-GNN: Filter and Augment Graph Neural Networks for Account Classification in Ethereum | IEEE Transactions on Network Science and Engineering | Link | Link |
| 2022 | Temporal Analysis of Transaction Ego Networks with Different Labels on Ethereum | IEEE International Symposium on Circuits and Systems (ISCAS) | Link | Link |
| 2022 | Ethereum Account Classification based on Graph Convolutional Network | IEEE Transactions on Circuits and Systems II: Express Briefs | Link | Link |
| 2020 | T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis | Frontiers in Physics | Link | Link |
| 2020 | Exploring EOSIO via Graph Characterization | International Conference on Blockchain and Trustworthy Systems | Link | Link |
| 2020 | An Asymmetric Interdependent Networks Model for Cyber-Physical Systems | Chaos | Link | Link |
| 2020 | Modeling and understanding ethereum transaction records via a complex network approach | IEEE Transactions on Circuits and Systems II: Express Briefs | Link | Link |
| 2019 | Sequential topology recovery of complex power systems based on reinforcement learning | Physica A: Statistical Mechanics and its Applications | Link | Link |
| 2018 | Sequential Restorations of Complex Networks After Cascading Failures | IEEE Transactions on Systems, Man, and Cybernetics: Systems | Link | Link |
| Year | Title | Venue | Paper | Code |
|---|---|---|---|---|
| 2021 | Enhancing Robustness and Transmission Performance of Heterogeneous Complex Networks via Multiobjective Optimization | IEEE Systems Journal | Link | Link |
| 2021 | Sequential Attacker-defender Game on Complex Networks Considering the Cascading Failure Process | IEEE Transactions on Computational Social Systems | Link | Link |
| 2021 | Sequential Node Attack of Complex Networks based on Q-learning Method | IEEE International Symposium on Circuits and Systems | Link | Link |
| 2022 | Analyzing Robustness of Complex Networks Against Incomplete Information | "IEEE Transactions on Circuits and Systems II: Express Briefs" | Link | Link |
| 2020 | Revealing structural and functional vulnerability of power grids to cascading failures | IEEE Journal on Emerging and Selected Topics in Circuits and Systems | Link | Link |
| 2020 | Sequential Recovery of Complex Networks Suffering From Cascading Failure Blackouts | IEEE Transactions on Network Science and Engineering | Link | Link |
| 2019 | Robustness of Asymmetric Cyber-Physical Power Systems Against Cyber Attacks | IEEE Aceess | Link | Link |