近年代表论文成果(1作或通讯)
当前位置: 中南大学郭克华的主页 >> 近年代表论文成果(1作或通讯)- [1]Lingyan Zhang, Wanyu Ling, Shuwen Daizhou, Li Kuang and Kehua Guo(通讯). CCL-Diff: Representation-Consistent Diffusion with Intrinsic Contrastive Learning for Recommender Systems, WWW 2026. accepted.
- [2]Zhu, Xiangyuan, Kehua Guo(通讯), Hui Fang, Rui Ding, Zheng Wu, and Gerald Schaefer. "Gradient-based graph attention for scene text image super-resolution." In Proceedings of the AAAI Conference on Artificial Intelligence, vol. 37, no. 3, pp. 3861-3869. 2023.
- [3]Guo, Kehua, Rui Ding, Tian Qiu, Xiangyuan Zhu, Zheng Wu, Liwei Wang, and Hui Fang. "Single domain generalization via unsupervised diversity probe." In Proceedings of the 31st ACM International Conference on Multimedia, pp. 2101-2111. 2023.
- [4]Ding, Rui, Kehua Guo(通讯), Xiangyuan Zhu, Zheng Wu, and Liwei Wang. "Comgan: unsupervised disentanglement and segmentation via image composition." Advances in neural information processing systems 35 (2022): 4638-4651.
- [5]B. Hu, K. Guo(通讯), T. Qiu and S. Guo, "Boosting Adversarial Training With Mitigating Hard Sample Interference," in IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2025.3648421.
- [6]R. Ding, K. Guo(通讯), H. Chen and X. Zhu, "Contrastive Diversity Augmentation for Single Domain Generalization," in IEEE Transactions on Multimedia, vol. 28, pp. 388-399, 2026.
- [7]L. Zhang, W. Xiong, D. Wu, G. Liu, K. Guo(通讯) and X. Zhou, "Mul2UNet: Deformable Multi-Scale UNet With Decoupled Channel Fusion for Oral Squamous Cell Carcinoma Segmentation," in IEEE Transactions on Consumer Electronics, vol. 71, no. 3, pp. 8477-8491, Aug. 2025.
- [8]Kehua Guo, Xuyang Tan, Xiangyuan Zhu, Shaojun Guo, and Zhipeng Xi. 2024. ATMNet: Adaptive Texture Migration Network for Guided Depth Super-Resolution. ACM Trans. Multimedia Comput. Commun. Appl. 21, 1, Article 36 (January 2025), 21 pages.
- [9]B. Hu, K. Guo(通讯), Z. Wu, X. Wen and X. Zhou, "Backdoor Defense in Transportation Cyber-Physical Systems Using Frequency Domain Hybrid Distillation," in IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 9, pp. 14215-14224, Sept. 2025.
- [10]Xianhong Wen, Sheng Ren, Bin Hu, Xiangyuan Zhu, Tianyu Chen, and Kehua Guo(通讯). 2025. Adaptive Alignment Contrastive Learning of Degradation Prediction for Blind Image Super-Resolution. ACM Trans. Multimedia Comput. Commun. Appl. 21, 8, Article 237.
- [11]K. Guo, Z. Wu, X. Wen, S. Guo, Z. Xi and T. Chen, "GAN Prior-Enhanced Novel View Synthesis From Monocular Degraded Images," in IEEE Transactions on Multimedia, vol. 27, pp. 5352-5362, 2025.
- [12]Mingwei Yao, Kehua Guo(通讯), Lingyan Zhang, Xuyang Tan, and Xiaokang Zhou. 2025. Semi-Supervised Crowd Counting via Swin Transformer with Adaptive Soft Threshold and Contrastive Learning. ACM Trans. Intell. Syst. Technol. (June 2025).
- [13]Zheng Wu, Kehua Guo(通讯), Liwei Wang, Min Hu, and Sheng Ren. 2023. A Collaborative Learning-based Urban Low-light Small-target Face Image Enhancement Method. ACM Trans. Sen. Netw. (August 2023).
- [14]Kehua Guo, Xuyang Tan, Liang Chen, Xiangyuan Zhu, Jian Zhang, and Xiaokang Zhou. 2024. LSDN Empowers the Metaverse Communication to Achieve High-Resolution Visuals with Lower Bandwidth. ACM Trans. Internet Technol. (June 2024).
- [15]Kehua Guo, Feihong Zhu, Xiaokang Zhou, Lingyan Zhang, Yifei Wang, and Jian Kang. 2023. LesionTalk: Core Data Extraction and Multi-class Lesion Detection in IoT-based Intelligent Healthcare. ACM Trans. Sen. Netw. 19, 3, Article 50 (August 2023), 20 pages.
- [16]Kehua Guo, Liang Chen, Xiangyuan Zhu, Xiaoyan Kui, Jian Zhang, and Heyuan Shi. 2023. Double-Layer Search and Adaptive Pooling Fusion for Reference-Based Image Super-Resolution. ACM Trans. Multimedia Comput. Commun. Appl. 20, 1, Article 15 (January 2024), 23 pages.
- [17]D. Rui, K. Guo(通讯), X. Zhu, Z. Wu and H. Fang, "Progressive Diversity Generation for Single Domain Generalization," in IEEE Transactions on Multimedia, vol. 26, pp. 10200-10210, 2024.
- [18]K. Guo et al., "GRTR: Gradient Rebalanced Traffic Sign Recognition for Autonomous Vehicles," in IEEE Transactions on Automation Science and Engineering, vol. 21, no. 3, pp. 2349-2361, July 2024.
- [19]Kehua Guo, Min Hu, Sheng Ren, Fangfang Li, Jian Zhang, Haifu Guo, and Xiaoyan Kui. 2022. Deep Illumination-Enhanced Face Super-Resolution Network for Low-Light Images. ACM Trans. Multimedia Comput. Commun. Appl. 18, 3, Article 87 (August 2022), 19 pages.
- [20]K. Guo, Z. Tao, L. Zhang, B. Hu and X. Kui, "Generalize Deep Neural Networks With Adaptive Regularization for Classifying," in IEEE Transactions on Computational Social Systems, vol. 11, no. 1, pp. 1216-1229, Feb. 2024.