To Be Updated

1) Decoupling Extraction and Quantitative Recognition of Coal and Rock Information Features from Video Images for Unmanned Mining, National Natural Science Foundation of China - Youth Project, January 2023-December 2025, Project Leader, Research in Progress.

2) Shanxi Provincial Key R&D Project - Intelligent Analysis and Decision-Making of Waste Slag Wax Spectra, Shanxi Provincial Department of Science and Technology, January 2022-December 2024, Project Leader, Completed. 3) Research on intelligent evaluation and control mechanism of coal tunnel surrounding rock stability based on big data, National Natural Science Foundation of China - General Project, 2021.01-2024.12, Project participant, completed.

1) Books

[1]. Java Language and Network Programming (Micro Course Edition), Tsinghua University Press, 2022 (Undergraduate Textbook)

2) Papers

[1]. Liu K, Xv Z, Yang Z, et al. Continuous detail enhancement framework for low-light image enhancement[J]. Displays, 2025, 88: 103040.

[2]. Hu X, Liu K*, Yin X, et al. Wavelet-based enhancement network for low-light image[J]. Displays, 2025, 87: 102954.

[3]. Hu X P, Liu K*, Xv Z. BBCNet: Boundary-body coherence network with adaptive self-attention distillation for enhanced crack segmentation[J]. Digital Signal Processing, 2025, 162: 105148.

[4]. Liu K, Li X, Liu L, et al. AFMF: adaptive fusion of multi-hop neighborhood features in graph convolutional network[J]. Journal of King Saud University Computer and Information Sciences, 2025, 37(7): 1-29.

[5]. Liu K, Dai W, Liu X, et al. NHSH: Graph Hybrid Learning with Node Homophily and Spectral Heterophily for Node Classification[J]. Symmetry, 2025, 17(1): 115.

[6]. Liu K, Kang M, Li X, et al. LHGCN: A Laminated Heterogeneous Graph Convolutional Network for Modeling User–Item Interaction in E-Commerce[J]. Symmetry, 2024, 16(12): 1695.

[7]. Zhang Y, Liu K*, Bao H, et al. PMPF: Point-cloud multiple-pixel fusion-based 3D object detection for autonomous driving[J]. Remote Sensing, 2023, 15(6): 1580.

To Be Updated