publications

2024

1. ICML 2024

   

   Efficient Pareto Manifold Learning with Low-Rank Structure

   Weiyu Chen, and James Kwok

   International Conference on Machine Learning (ICML), 2024

   Spotlight (3.5%) PDF

   Out of 2,609 total accepted papers (and 9,473 total submissions), 191 were selected as spotlights (in addition to 144 selected for oral presentation)

2. ICLR 2024

   Multi-Resolution Diffusion Models for Time Series Forecasting

   Lifeng Shen, Weiyu Chen, and James Kwok

   International Conference on Learning Representations (ICLR), 2024

   PDF

2023

1. ICLR 2023

   Enhancing Meta Learning via Multi-Objective Soft Improvement Functions

   Runsheng Yu, Weiyu Chen, Xinrun Wang, and James Kwok

   International Conference on Learning Representations (ICLR), 2023

   PDF

2022

1. NeurIPS 2022

   

   Multi-Objective Deep Learning with Adaptive Reference Vectors

   Weiyu Chen, and James Kwok

   Conference on Neural Information Processing Systems (NeurIPS), 2022

   PDF
2. TEVC

   HV-Net: Hypervolume Approximation based on DeepSets

   Ke Shang*, Weiyu Chen*, Weiduo Liao, and Hisao Ishibuchi

   IEEE Transactions on Evolutionary Computation, 2022

   * Equal Contribution

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2021

1. TEVC

   Fast Greedy Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization

   Weiyu Chen, Hisao Ishibuchi, and Ke Shang

   IEEE Transactions on Evolutionary Computation, 2021

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