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2020 – today
- 2024
[j4]Xinyu Zhao, Xingwang Gu, Lihui Meng, Yongwei Chen, Qing Zhao, Shiyu Cheng, Wenfei Zhang, Tiantian Cheng, Chuting Wang, Zhengming Shi, Shengyin Jiao, Changlong Jiang, Guofang Jiao, Da Teng, Xiaolei Sun, Bilei Zhang, Yakun Li, Huiqin Lu, Changzheng Chen, Hao Zhang, Ling Yuan, Chang Su, Han Zhang, Song Xia, Anyi Liang, Mengda Li, Dan Zhu, Meirong Xue, Dawei Sun, Qiuming Li, Ziwu Zhang, Donglei Zhang, Hongbin Lv, Rishet Ahmat, Zilong Wang, Charumathi Sabanayagam
, Xiaowei Ding, Tien Yin Wong, Youxin Chen:
Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images. npj Digit. Medicine 7(1) (2024)- [j3]Hao Jiang, Jintao Yang, Guang Hua, Lixia Li, Ying Wang, Shenghui Tu, Song Xia:
FAWA: Fast Adversarial Watermark Attack. IEEE Trans. Computers 73(2): 301-313 (2024) - [c7]Song Xia, Yi Yu, Xudong Jiang, Henghui Ding:
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. ICLR 2024 - [c6]Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. ICML 2024 - [i5]Xun Lin, Yi Yu, Song Xia, Jue Jiang, Haoran Wang, Zitong Yu, Yizhong Liu, Ying Fu, Shuai Wang, Wenzhong Tang, Alex C. Kot:
Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations. CoRR abs/2403.14250 (2024) - [i4]Chenqi Kong, Anwei Luo, Song Xia, Yi Yu, Haoliang Li, Alex C. Kot:
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection. CoRR abs/2404.08452 (2024) - [i3]Song Xia, Yu Yi, Xudong Jiang, Henghui Ding:
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. CoRR abs/2404.09586 (2024) - [i2]Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot:
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. CoRR abs/2405.01460 (2024) - [i1]Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang:
Transferable Adversarial Attacks on SAM and Its Downstream Models. CoRR abs/2410.20197 (2024) - 2022
- [j2]Dongdong Zhang, Song Xia, Yingkai Zhang:
Accurate Prediction of Aqueous Free Solvation Energies Using 3D Atomic Feature-Based Graph Neural Network with Transfer Learning. J. Chem. Inf. Model. 62(8): 1840-1848 (2022) - 2021
- [j1]Jianing Lu, Song Xia, Jieyu Lu, Yingkai Zhang:
Dataset Construction to Explore Chemical Space with 3D Geometry and Deep Learning. J. Chem. Inf. Model. 61(3): 1095-1104 (2021)
2010 – 2019
- 2019
- [c5]Song Xia, Hao Jiang, Yi Zhang, Duo Peng:
Internet Advertising Investment Analysis Based on Beijing and Jinhua Signaling Data. CSE/EUC 2019: 419-426 - [c4]Song Xia, Meikang Qiu, Hao Jiang:
An adversarial reinforcement learning based system for cyber security. SmartCloud 2019: 227-230 - [c3]Song Xia, Meikang Qiu, Meiqin Liu, Ming Zhong, Hui Zhao:
AI Enhanced Automatic Response System for Resisting Network Threats. SmartCom 2019: 221-230
2000 – 2009
- 2008
- [c2]Song Xia, Huanzhuo Ye, Laixing Liu:
Comparison of Two Approaches on Terrain Change Detection and Updating. IGARSS (4) 2008: 667-670 - 2006
- [c1]Song Xia, Yixuan Zhu, Xin Li:
Procedure and algorithm of 3D reconstruction of large-scale ancient architecture. Three-Dimensional Image Capture and Applications 2006: 605611
Coauthor Index
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