Song Xia

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Transfer Learning

Forgery Detection

Medical Image Segmentation

Top Venues

J. Chem. Inf. Model.

Publications

Hao Jiang, Jintao Yang, Guang Hua, Lixia Li, Ying Wang, Shenghui Tu, Song Xia
FAWA: Fast Adversarial Watermark Attack. IEEE Trans. Computers 73 (2) (2024)
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 (2024)
Song Xia, Yu Yi, Xudong Jiang, Henghui Ding
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. CoRR (2024)
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 (2024)
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 (2024)
Song Xia, Yi Yu, Xudong Jiang, Henghui Ding
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. ICLR (2024)
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) (2022)
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) (2021)
Song Xia, Meikang Qiu, Meiqin Liu, Ming Zhong, Hui Zhao
AI Enhanced Automatic Response System for Resisting Network Threats. SmartCom (2019)
Song Xia, Meikang Qiu, Hao Jiang
An adversarial reinforcement learning based system for cyber security. SmartCloud (2019)
Song Xia, Hao Jiang, Yi Zhang, Duo Peng
Internet Advertising Investment Analysis Based on Beijing and Jinhua Signaling Data. CSE/EUC (2019)
Song Xia, Huanzhuo Ye, Laixing Liu
Comparison of Two Approaches on Terrain Change Detection and Updating. IGARSS (4) (2008)
Song Xia, Yixuan Zhu, Xin Li
Procedure and algorithm of 3D reconstruction of large-scale ancient architecture. Three-Dimensional Image Capture and Applications (2006)