Juntao Fang

Juntao Fang

Ph.D. student in Computer Science, Guangdong University of Technology

Juntao Fang

I am currently a Ph.D. student in Computer Science at Guangdong University of Technology (GDUT), under the supervision of Prof. Ruichu Cai. Prior to joining GDUT, I received my M.S. degree in 2025 from the Cyberspace Institute of Advanced Technology at Guangzhou University, and my B.Eng. degree in 2022 from Guangdong University of Technology.

My research interests lie in ​​causal machine learning​​ and ​​social network analysis​​, with a focus on developing interpretable and robust models for complex data-driven applications.

Publications

# indicates equal contribution.

  1. Junxian Huang, Ruichu Cai, Juntao Fang, Hao Zhu, Boyan Xu, Weilin Chen, Zijian Li, Shenghua Gao: “Hierarchical Action Learning for Weakly-Supervised Action Segmentation.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026.
  2. Juntao Fang, Shifeng Xie, Shengbin Nie, Yuhui Ling, Yuming Liu, Zijian Li, Keli Zhang, Lujia Pan, Themis Palpanas, Ruichu Cai: “Beyond Task-Specific Classifiers: In-Context Inference for Time Series Classification Foundation Models.” ICML Workshop on Foundation Models for Structured Data, 2026.
  3. Changze Zhou, Ruichu Cai, Shengbin Nie, Juntao Fang, Jie Qiao, Zijian Li: “Disentangling Coarse and Fine Latent Dynamics for Probabilistic Time Series Forecasting.” Accepted by IJCAI 2026.
  4. Juntao Fang, Jinyu Duan, Fan Zhang, Jiachen Sun, Wenqing Lin: “Maximizing Coreness Gain via Incentive Allocation.” Accepted by DSIT 2024.
  5. Siyi Teng, Jiadong Xie, Fan Zhang, Can Lu, Juntao Fang, Kai Wang: “Optimizing Network Resilience via Vertex Anchoring.” Accepted by The Web Conference 2024 (oral).
  6. Huizhe Zhang#, Juntao Fang# , Yuping Sun, Guobo Xie, Zhiyi Lin, Guosheng Gu:”Predicting miRNA–disease associations via node-level attention graph auto-encoder.” IEEE-ACM Transactions on Computational Biology and Bioinformatics, 10.1109/TCBB.2022.3170843, 2022.

Experience

  • Research Intern, Noah’s Ark Lab, Huawei, May 2026 – Present.
  • Research Intern, Common Data Platform (CDP), Interactive Entertainment Group (IEG), Tencent, Nov. 2023 – May 2024.
  • Teaching Assistant (Discrete mathematics), Cyberspace Institute of Advanced Technology, Guangzhou University, Feb. 2023 - Jun. 2023.

Awards

  • Outstanding Graduate @ Guangzhou University, 2025
  • Outstanding Academic Achievement Award @ Guangzhou University, 2024
  • Excellence in Questioning Award @ Guangzhou University, 2024
  • Graduate Academic Scholarship @ Guangzhou University, 2022, 2023,2024
  • Outstanding Graduate @ Guangdong University of Technology, 2022
  • Outstanding Undergraduate Thesis @ Guangdong University of Technology, 2022
  • Star of Technological Innovation @ Guangdong University of Technology, 2022
  • Challenge Cup Extracurricular Academic Science and Technology Competition School-Level Second Prize @ Guangdong University of Technology, 2021
  • Annual Outstanding Student Scholarship @ Guangdong University of Technology, 2019, 2020, 2021