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Desheng Kong
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2020 – today
- 2026
[j10]Mingyang Yu
, Haotian Lu, Donglin Wang, Ji Du, Desheng Kong, Xiaoxuan Xu, Jing Xu
:
Quantum-enhanced gold rush Optimizer for multi-threshold segmentation of lupus nephritis pathological images. Displays 92: 103334 (2026)
[j9]Kangning An, Desheng Kong, Kairan Zhang, Mingyang Yu, Yulong Fu, Jing Xu
, Donglin Wang:
A unified hybrid Quantum-Embedded Timestep Mapping method for diffusion models. Displays 95: 103551 (2026)
[j8]Desheng Kong, Jiaying Jin, Xiangshuo Cui, Jijie Yan, Jiyang Tang, Yulong Fu, Jing Xu
, Donglin Wang
:
CQNAS: Convolutional quantum hybrid neural network architecture search for image classification. Neurocomputing 679: 133236 (2026)
[j7]Haotian Lu
, Desheng Kong
, Xinjian Wei, Xiaoxuan Xu, Jing Xu
:
SR-DANet: Sparse-aware super-resolution network based on dynamic adaptive branch for medical image segmentation. Inf. Process. Manag. 63(5): 104660 (2026)
[j6]Desheng Kong
, Kangning An, Kairan Zhang, Mingyang Yu, Yulong Fu, Wei Wang, Jing Xu
, Donglin Wang
:
Quantum Fourier Transform Neural Network with image blockwise representation for image classification. Knowl. Based Syst. 343: 115937 (2026)
[j5]Mingyang Yu
, Jiaqi Zhang, Desheng Kong, Kairan Zhang, Shengwei Fu, Frank Jiang, Jing Xu
:
Fractional-quantum reinforcement learning differential evolution for large-scale edge computing offloading. Knowl. Based Syst. 346: 116188 (2026)
[j4]Ji Du
, Jiesheng Wu
, Desheng Kong, Fangwei Hao
, Jing Xu
, Ping Li
:
RA-COD: Retrieval-Augmented Camouflaged Object Detection. IEEE Trans. Image Process. 35: 5253-5265 (2026)- 2025
[j3]Ji Du
, Jiesheng Wu
, Desheng Kong, Weiyun Liang
, Fangwei Hao
, Jing Xu
, Bin Wang
, Guiling Wang
, Ping Li
:
UpGen: Unleashing Potential of Foundation Models for Training-Free Camouflage Detection via Generative Models. IEEE Trans. Image Process. 34: 5400-5413 (2025)
[j2]Mingyang Yu
, Haorui Yang
, Shengwei Fu
, Desheng Kong, Xiaoxuan Xu, Jun Zhang
, Jing Xu
:
Improved Coverage and Redundancy Management in WSN Using ENMDBO: An Enhanced Metaheuristic Solution. IEEE Trans. Netw. Serv. Manag. 22(6): 5822-5839 (2025)
[c3]Ji Du
, Fangwei Hao, Mingyang Yu
, Desheng Kong, Jiesheng Wu
, Bin Wang, Jing Xu, Ping Li:
Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection. CVPR 2025: 19271-19282
[i4]Fangwei Hao, Ji Du, Desheng Kong, Jiesheng Wu, Jing Xu, Ping Li:
Efficient Star Distillation Attention Network for Lightweight Image Super-Resolution. CoRR abs/2506.12475 (2025)
[i3]Mingyang Yu, Haorui Yang, Donglin Wang, Desheng Kong, Ji Du, Yulong Fu, Wei Wang, Jing Xu:
Distributed Shared Layered Storage Quantum Simulator: A novel quantum simulation system for efficient scaling and cost optimization. CoRR abs/2508.15542 (2025)
[i2]Mingyang Yu
, Haorui Yang, Donglin Wang, Desheng Kong, Ji Du, Yulong Fu, Jing Xu:
QVecOpt: An Efficient Storage and Computing Opti-mization Framework for Large-scale Quantum State Simulation. CoRR abs/2508.15545 (2025)
[i1]Desheng Kong, Xiangshuo Cui, Jiaying Jin, Jing Xu, Donglin Wang:
Hybrid Quantum Transformer for Language Generation. CoRR abs/2511.10653 (2025)- 2024
[j1]Xu Jin
, Desheng Kong
, Maoqiang Xie
, Yalou Huang
, Mingming Liu
, Weiwei Yang
, Hao Shi, Yue Liu:
Self-supervised reconstructed graph learning for link prediction in bipartite graphs. Neurocomputing 602: 128250 (2024)
[c2]Xu Jin, Maoqiang Xie, Yalou Huang, Mingming Liu, Desheng Kong, Yuhang Xuan, Yang Kuang:
Predicting Distant Drug-Target Interactions via a Random Walk Guided Graph Neural Network. BIBM 2024: 1536-1541- 2023
[c1]Desheng Kong, Xu Jin, Maoqiang Xie, MingMing Liu, Yanhao Li, Jingjing He, Hao Shi, Yiran Wan, Yalou Huang, Weiwei Yang:
A Heterogeneous Ranking Contrastive Learning Method for Drug-Target Interaction Prediction. BIBM 2023: 237-240
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