Liu, Shiqing

1. Federated Learning on Non-IID Data: A Survey
   2021/06/12 by Zhu, Hangyu, Xu, Jinjin, Liu, Shiqing +1 · 50 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
2. A Survey on Computationally Efficient Neural Architecture Search
   2022/06/03 by Liu, Shiqing, Zhang, Haoyu, Jin, Yaochu · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
3. When LLMs Learn to be Students: The SOEI Framework for Modeling and Evaluating Virtual Student Agents in Educational Interaction
   2024/10/21 by Yiping Ma, Ma, Yiping, Shiyu Hu +10 · 3 citations
   Computer Science · #Artificial Intelligence in Education #Computer Vision and Pattern Recognition (cs.CV) #Engineering Education and Technology #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
4. A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks
   2024/06/19 by Yaochu Jin, Jin, Yaochu, Xueming Yan +5 · 1 citation
   Engineering · #Industrial Technology and Control Systems