Hi! 👋 I’m Ziyue Qiao, a tenure-track Assistant Professor, PI, and Ph.D. Supervisor at the School of Computing and Information Technology(Computer Science) at Great Bay University(大湾区大学, GBU)🏛️. Previously, I was a Postdoctoral Researcher at The Hong Kong University of Science and Technology (Guangzhou), working with IEEE, AAAI, and AAAS Fellow Prof.Hui Xiong. I received my Ph.D. from the Computer Network Information Center, University of Chinese Academy of Sciences, under the supervision of by Prof.Yuanchun Zhou and co-supervision of Prof.Yi Du. I have gained industrial experience as a Research Intern at the City Brain Lab, DAMO Academy, Alibaba. I received my B.E. degree from the School of Computing at Wuhan University, working with Prof.Lefei Zhang.

🔍 My research focused on data mining, graph learning, and knowledge graph. Currently, I specialize in Reliability, Adaptability, and Generalization of AI systems across dynamic and open-world environments, with an emphasis on model adaptation, continual learning, model merging, and data-centric learning. I also apply these methodologies to real-world applications such as social networks analysis, recommendation systems, and bioinformatics.

📣: We are actively seeking the positions listed below. Please feel free to email(ziyuejoe[AT]gmail[DOT]com) me with your CV!

🔥 News

  • 2025.08: Invited to serve as an Area Chair of ICLR 2026.
  • 2025.08: 1 paper got accepted to CIKM 2025!
  • 2025.07: 1 paper got accepted to AIJ!
  • 2025.07: 2 papers got accepted to MM 2025!
  • 2025.06: 1 paper got accepted to ICCV 2025!
  • 2025.05: 2 papers got accepted to ACL 2025 (1 main, 1 Findings)!
  • 2025.05: 1 paper got accepted to IEEE TII!
  • 2025.04: 2 papers got accepted to ICML 2025!
  • 2025.04: 4 papers got accepted to IJCAI 2025!
  • 2025.03: 1 paper got accepted to ACM TOIS!
  • 2025.03: Our survey Large Language Model Agent: A Survey on Methodology, Applications and Challenges is now on arXiv, thrilled about this emerging field!
  • 2025.03: 1 paper got accepted to ICDE 2025!
  • 2025.02: 1 paper got accepted to IEEE TMM!
  • 2025.01: 1 paper got accepted to ICLR 2025!
  • 2024.12: 3 papers got accepted to AAAI 2025!
  • 2024.12: Invited to give a Keynote talk at Workshop on Data-Centric AI, ICDM 2024 in Abu Dhabi, UAE.

📝 Publications

ICML 2025
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GCAL: Adapting Graph Models to Evolving Domain Shifts

Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong

in International Conference on Machine Learning (ICML), 2025.

ICLR 2025
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Towards Continuous Reuse of Graph Models via Holistic Memory Diversification

Ziyue Qiao, Junren Xiao, Qingqiang Sun, Meng Xiao, Xiao Luo, Hui Xiong

in International Conference on Learning Representations (ICLR), 2025.

👨‍🏫 Teaching

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💬 Invited Talks

📚 Academic Services

  • Area Chair: ICLR 2026, IC 2024
  • PC Member/Conference Reviewer: IJCAI 2023, KDD 2023, CIKM 2023, NeurIPS 2023, NeurIPS 2023 Track Datasets and Benchmarks, SDM 2024, WSDM 2024, AAAI 2024, WWW 2024, ICLR 2024, MM 2024, IJCAI 2024, KDD 2024, NeurIPS 2024, NeurIPS 2024 Track Datasets and Benchmarks, AAAI 2025, WSDM 2025, ICLR 2025, WWW 2025, KDD 2025, IJCAI 2025, ICML 2025, MM 2025, NeurIPS 2025, AAAI 2026.
  • Journal Reviewer: IEEE TPAMI, IEEE TNNLS, ACM TKDD, ACM TALLIP, IEEE TLT, Neural Networks, Neurocomputing, Pattern Recognition.