Xin Zheng
Scholar

Xin Zheng

Google Scholar ID: WAl7OtMAAAAJ
Assistant Professor, School of ICT, Griffith University
Data-centric Graph MLAutomated Graph MLOps
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Citations & Impact
All-time
Citations
968
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
0
 
Contact
Emailzhengxin.cs@gmail.comGitHubOpen ↗LinkedInOpen ↗
Publications
1 items
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
2026
Cited
0
Resume (English only)
Academic Achievements
  • Published multiple papers in prestigious journals and conferences such as IJCV, ICML, NeurIPS, ICLR, AAAI, and WWW. Recipient of the 2024 Postgraduate Publications Award from Monash University. ICDM 2025 Best Paper Runner-Up Award. CORE Award for the Australasian Distinguished Doctoral Dissertation for 2026. NVIDIA Academic Grant Program: Natural Language-Driven Protein Sequence and Structure Co-Design. 2025 Fellowship Accelerator Application Scheme from Griffith University. 2025 Sciences Advancing Women’s Research Success from Griffith University. ICLR Notable Reviewer 2025.
Research Experience
  • Assistant Professor in the School of ICT at Griffith University; Member of TrustAGI Lab.
Education
  • Education background information is insufficient.
Background
  • Incoming Assistant Professor (commencing Dec 2025) in the School of Computing Technologies at RMIT University, Australia. Before this, she was an Assistant Professor in the School of ICT at Griffith University, Australia, and a member of the TrustAGI Lab led by Prof. Shirui Pan. Her research focuses on Data-centric AI, Automated Graph Machine Learning, and AI for Science.
Miscellany
  • Information about personal interests and hobbies is insufficient.
Co-authors
0 total
Co-authors: 0 (list not available)