I am a third year M.Sc student (2022.09-present) in Software Engineering at Nanjing University of Information Science and Technology. I am supervised by Prof. Yu Xue. My research focuses on Deep Learning, Neural Architecture Search, and Evolutionary Computation. Under Prof. Xue’ supervision, I have a close coopearation with Prof. Ferrante Neri and Prof. Moncef Gabbouj. Currently, I am engaged in Neural Architecture Search (NAS), and aim to fine-tune and lightweight Large Machine Learning Models by NAS in the future.

Publication

2024

• [Swarm and Evolutionary Computation] SaDENAS: A Self-adaptive Differential Evolution Algorithm for Neural Architecture Search
  Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj.
  [paper]

• [IEEE Transactions on Neural Networks and Learning Systems] A Gradient-guided Evolutionary Neural Architecture Search
  Yu Xue, Xiaolong Han, Ferrante Neri, Jiafeng Qin, Danilo Pelusi.
  [paper]

• [IEEE Transactions on Industrial Informatics] Self-adaptive Weight Based on Dual-attention for Differentiable Neural Architecture Search
  Yu Xue, Xiaolong Han, Zehong Wang.
  [paper] (ESI Highly Cited Paper)

2023

• [SDM 23] Heterogeneous Graph Contrastive Multi-view Learning
  Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han, Xiao-Zhi Gao, Shigen Shen.
  [paper]

2022

• [ICANN 22] Temporal Graph Transformer for Dynamic Network
  Zehong Wang, Qi Li, Donghua Yu, Xiaolong Han.
  [paper]

• [Aerospace] Prediction of willingness to pay for airline seat selection based on improved ensemble learning
  Zehong Wang, Xiaolong Han, Yanru Chen, Xiaotong Ye, Keli Hu, Donghua Yu.
  [paper]

Awards

• 2024, National Scholarship (only 8 studengts in the Schoold of Software)
• 2024, NUIST Graduate “Puxin” Elite Scholarship (only 10 students majored in engineering in NUIST)
• 2024, Principal Scholarship (only 15 studengts in NUIST)
• 2024, The First Prize Scholarship (only 1 student in my class)
• 2024, Pacemaker to Merit Student (only 1 student in my class)

Services

Journal Reviewer: IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Circuits and Systems for Video Technology, Swarm and Evolutionary Computation, Scientific Reports, and Knowledge Engineering Review.