Publications
Selected Publications (Full Publication List)
iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees. [PDF]
Yuede Ji, Hang Liu, Yang Hu, and H. Howie Huang,
[ACM TOPC], ACM Transactions on Parallel ComputingIlluminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. [PDF]
Haoyu He, Yuede Ji, and H. Howie Huang
[EuroS&P’22], IEEE European Symposium on Security and Privacy, 2022
Acceptance rate: 42/141 = 29.8%NestedGNN: Detecting Malicious Network Activity with Nested Graph Neural Networks. [PDF]
Yuede Ji and H. Howie Huang
[IEEE ICC’22], IEEE International Conference on Communications, 2022DEFInit: An Analysis of Exposed Android Init Routines. [PDF][PPT]
Yuede Ji, Mohamed Elsabagh, Ryan Johnson, and Angelos Stavrou
[USENIX Security’21], the 30th USENIX Security Symposium
Acceptance rate: 248/1319 = 18.8%BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. [PDF][PPT]
Yuede Ji, Lei Cui, and H. Howie Huang
[AsiaCCS’21], The ACM Asia Conference on Computer and Communications Security
Acceptance rate : 70/370 = 19%Aquila: Adaptive Parallel Computation of Graph Connectivity Queries. [PDF][PPT][Video][Code]
Yuede Ji and H. Howie Huang
[HPDC’20], The 29th International Symposium on High-Performance Parallel and Distributed Computing
Acceptance rate: 16/71 = 22%Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI. [PDF]
Benjamin Bowman, Craig Laprade, Yuede Ji, and H. Howie Huang
[RAID’20], The 23rd International Symposium on Research in Attacks, Intrusions and Defenses
Acceptance rate: 31/121 = 25.6%iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees. [PDF][PPT][Code]
Yuede Ji, Hang Liu, and H. Howie Huang,
[SC’18], Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis
Acceptance rate (first round): 55/288 = 19%Detection of Forwarding-based Malicious URLs in Online Social Networks. [PDF]
Jian Cao, Qiang Li, Yuede Ji, Yukun He, and Dong Guo.
[NPC’14], IFIP International Conference on Network and Parallel Computing,
Invited to journal publication, International Journal of Parallel Programming, 44(1), 163-180, 2016.
Best Paper Award