Kuangdai Leng

According to our database, Kuangdai Leng authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

LUCAS-MEGA: A Large-Scale Multimodal Dataset for Representation Learning in Soil-Environment Systems.

Kuangdai Leng, Simon Jeffery, Panos Panagos, Tarje Nissen-Meyer

CoRR, May, 2026

Token-Wise Kernels (TWiKers) for Vicinity-Aware Attention in Transformers.

Kuangdai Leng, Jia Bi, Samuel Pinilla, Jaehoon Cha

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI.

Shiqian Li, Zhi Li, Zhancun Mu, Shiji Xin, Zhixiang Dai, Kuangdai Leng, Rita Zhang, Xiaodong Song, Yixin Zhu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Deep Learning Evidence for Global Optimality of Gerver's Sofa.

Kuangdai Leng, Jia Bi, Jaehoon Cha, Samuel Pinilla, Jeyan Thiyagalingam

Symmetry, 2024

Zero coordinate shift: Whetted automatic differentiation for physics-informed operator learning.

Kuangdai Leng, Mallikarjun Shankar, Jeyan Thiyagalingam

J. Comput. Phys., 2024

GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI.

Shiqian Li, Zhi Li, Zhancun Mu, Shiji Xin, Zhixiang Dai, Kuangdai Leng, Ruihua Zhang, Xiaodong Song, Yixin Zhu

CoRR, 2024

Unsupervised Few-Shot Image Segmentation with Dense Feature Learning and Sparse Clustering.

Kuangdai Leng, Robert Atwood, Winfried Kockelmann, Deniza Chekrygina, Jeyan Thiyagalingam

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Padding-Free Convolution Based on Preservation of Differential Characteristics of Kernels.

Kuangdai Leng, Jeyan Thiyagalingam

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

On the Compatibility between a Neural Network and a Partial Differential Equation for Physics-informed Learning.

Kuangdai Leng, Jeyan Thiyagalingam

CoRR, 2022