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 Computing
  

• Illuminati: 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, 2022
  

• DEFInit: 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