EMI组员多篇论文被IEEE TEVC、IEEE TCYB、IEEE TNNLS及EMO2021录用

近期,EMI课题组成员有多篇论文被包括IEEE Transactions on Evolutionary Computation (IEEE TEVC)、IEEE Transactions on Cybernetics (IEEE TCYB)、IEEE Transactions on Cybernetics (IEEE TCYB)及International Conference Series on Evolutionary Multi- Criterion Optimization (EMO)在内的顶级期刊及知名会议录用,论文研究内容涉及:深度神经网络架构搜索(NAS)[2][6]、联邦学习 [3]、动态优化 [1]、复杂多目标优化 [4][5][7][8]等。

  1. Danial YazdaniRan Cheng*Cheng He, and Jurgen Branke. Adaptive Control of Sub-Populations in Evolutionary Dynamic Optimization. IEEE Transactions on Cybernetics, in Press.
  2. Haoyu Zhang, Yaochu Jin, Ran Cheng, and Kuangrong Hao. Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance. IEEE Transactions on Evolutionary Computation, in Press.
  3. Jinjin Xu, Wenli Du, Yaochu Jin, Wangli He, and Ran Cheng. Ternary Compression for Communication-Efficient Federated Learning. IEEE Transactions on Neural Networks and Learning Systems, in Press.
  4. Cheng He and Ran Cheng*. Population Sizing of Evolutionary Large-Scale Multiobjective Optimization. International Conference Series on Evolutionary Multi-Criterion Optimization (EMO), 2021.
  5. Jianqing Lin, Cheng He, and Ran Cheng*. Dimension Dropout for Evolutionary High-Dimensional Expensive Multiobjective Optimization. International Conference Series on Evolutionary Multi-Criterion Optimization (EMO), 2021.
  6. Shengran Hu, Ran Cheng*, Cheng He, and Zhichao Lu. Multi-Objective Neural Architecture Search with Almost No Training. International Conference Series on Evolutionary Multi-Criterion Optimization (EMO), 2021.
  7. Lianghao Li, Cheng He*, Ran Cheng, and Linqiang Pan. Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization. International Conference Series on Evolutionary Multi-Criterion Optimization (EMO), 2021.
  8. Changwu Huang, Lianghao Li, Cheng He*, Ran Cheng, and Xin Yao. Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation. International Conference Series on Evolutionary Multi-Criterion Optimization (EMO), 2021.