Liang Feng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Symbolic Regression

Transfer Learning

Vehicle Routing

Top Venues

IEEE Trans. Evol. Comput.

Swarm Evol. Comput.

Publications

Yu Zhou, Xingyu Wu, Beicheng Huang, Jibin Wu, Liang Feng, Kay Chen Tan
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models. CoRR (2024)
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
Learning to Transfer for Evolutionary Multitasking. CoRR (2024)
Junjun Wu, Hanshi Yang, Yan Zeng, Zhou Wu, Jiepeng Liu, Liang Feng
A Twin Learning Framework for Traveling Salesman Problem Based on Autoencoder, Graph Filter, and Transfer Learning. IEEE Trans. Consumer Electron. 70 (1) (2024)
Xun Zhou, Zhenkun Wang, Liang Feng, Songbai Liu, Ka-Chun Wong, Kay Chen Tan
Toward Evolutionary Multitask Convolutional Neural Architecture Search. IEEE Trans. Evol. Comput. 28 (3) (2024)
Yinglan Feng, Liang Feng, Xiaoming Xue, Sam Kwong, Kay Chen Tan
A Review on Evolutionary Multiform Transfer Optimization. CEC (2024)
Xiaoming Xue, Liang Feng, Cuie Yang, Songbai Liu, Linqi Song, Kay Chen Tan
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results. CEC (2024)
Yuxiao Huang, Sheng-Hao Wu, Wenjie Zhang, Jibin Wu, Liang Feng, Kay Chen Tan
Towards Next Era of Multi-objective Optimization: Large Language Models as Architects of Evolutionary Operators. CoRR (2024)
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models. CoRR (2024)
Yinglan Feng, Liang Feng, Songbai Liu, Sam Kwong, Kay Chen Tan
Towards multi-objective high-dimensional feature selection via evolutionary multitasking. Swarm Evol. Comput. 89 (2024)
Wu Lin, Qiuzhen Lin, Liang Feng, Kay Chen Tan
Ensemble of Domain Adaptation-Based Knowledge Transfer for Evolutionary Multitasking. IEEE Trans. Evol. Comput. 28 (2) (2024)
Yuxiao Huang, Wenjie Zhang, Liang Feng, Xingyu Wu, Kay Chen Tan
How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems. CoRR (2024)
Cuixin Ma, Wei-Li Liu, Jinghui Zhong, Liang Feng
Comparison Analysis on Techniques of Preprocessing Imbalanced Data for Symbolic Regression. ChineseCSCW (2) (2022)