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2020 – today
- 2026
[b1]Hitoshi Iba, João E. Batista, Jinglue Xu:
Large Language Models and Evolutionary Computation - Generative AI for Meta-heuristics. Springer 2026, ISBN 978-981-95-8596-0, pp. 1-291- [i8]Yujin Tang, Edoardo Cetin, Jinglue Xu, Qi Sun, Stefan Nielsen, Vincent Richard, Haruto Goda, Iaroslav Tymchenko, Nhan Nguyen, Hyunin Lee, Mari Ashiga, Shashank Kotyan, So Kuroki, Tarin Clanuwat:
Sakana Fugu Technical Report. CoRR abs/2606.21228 (2026) - [i7]Lang Huang, Jinglue Xu, Luke Darlow:
How Good Can Linear Models Be for Time-Series Forecasting? CoRR abs/2606.27282 (2026) - 2025
- [c7]Yamato Shinohara, Jinglue Xu, Tianshui Li, Hitoshi Iba:
Large Language Models as Particle Swarm Optimizers. CEC 2025: 1-4 - [i6]Yamato Shinohara, Jinglue Xu, Tianshui Li, Hitoshi Iba:
Large Language Models as Particle Swarm Optimizers. CoRR abs/2504.09247 (2025) - [i5]Stefan Nielsen, Edoardo Cetin, Peter Schwendeman, Qi Sun, Jinglue Xu, Yujin Tang:
Learning to Orchestrate Agents in Natural Language with the Conductor. CoRR abs/2512.04388 (2025) - [i4]Jinglue Xu, Qi Sun, Peter Schwendeman, Stefan Nielsen, Edoardo Cetin, Yujin Tang:
TRINITY: An Evolved LLM Coordinator. CoRR abs/2512.04695 (2025) - 2024
- [j1]Jinglue Xu, Jialong Li, Zhen Liu, N. A. V. Suryanarayanan, Guoyuan Zhou, Jia Guo, Hitoshi Iba, Kenji Tei:
Large Language Models Synergize with Automated Machine Learning. Trans. Mach. Learn. Res. 2024 (2024) - [c6]Yusei Ishimizu, Jialong Li, Jinglue Xu, Jinyu Cai, Hitoshi Iba, Kenji Tei:
Automatic Adaptation Rule Optimization via Large Language Models. ACSOS-C 2024: 180-181 - [c5]Zhen Liu, Jinglue Xu, Hitoshi Iba:
Genetic Algorithm-Based Robot Path Planning with the Extraction of Topological Map. CEC 2024: 1-10 - [c4]Dong Wang, Guoyuan Zhou, Jinglue Xu, João Eduardo Batista, Jia Guo, Hitoshi Iba:
A PSO-CNN-BiLSTM Model for Predicting Leaf Area Index. CyberSciTech 2024: 485-490 - [c3]Jinyu Cai
, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei:
Exploring the Improvement of Evolutionary Computation via Large Language Models. GECCO Companion 2024: 83-84 - [i3]Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Yamauchi, Hitoshi Iba, Kenji Tei:
Exploring the Improvement of Evolutionary Computation via Large Language Models. CoRR abs/2405.02876 (2024) - [i2]Jinglue Xu, Jialong Li, Zhen Liu, Nagar Anthel Venkatesh Suryanarayanan, Guoyuan Zhou, Jia Guo, Hitoshi Iba, Kenji Tei:
Large Language Models Synergize with Automated Machine Learning. CoRR abs/2405.03727 (2024) - [i1]Yusei Ishimizu, Jialong Li, Jinglue Xu, Jinyu Cai, Hitoshi Iba, Kenji Tei:
Automatic Adaptation Rule Optimization via Large Language Models. CoRR abs/2407.02203 (2024) - 2023
- [c2]Jinglue Xu, Suryanarayanan N. A. V., Hitoshi Iba:
MPENAS: Multi-fidelity Predictor-guided Evolutionary Neural Architecture Search with Zero-cost Proxies. GECCO 2023: 1276-1285 - [c1]Zhen Liu, Jinglue Xu, Hitoshi Iba:
Lion Swarm Optimization for Base Station Placement. IIAI-AAI 2023: 522-529
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