Procedure and algorithm of 3D reconstruction of large-scale ancient architecture. - Song Xia; Yixuan Zhu; Xin Li (Three-Dimensional Image Capture and Applications, 2006)

Comparison of Two Approaches on Terrain Change Detection and Updating. - Song Xia; Huanzhuo Ye; Laixing Liu (IGARSS (4), 2008)

Internet Advertising Investment Analysis Based on Beijing and Jinhua Signaling Data. - Song Xia; Hao Jiang; Yi Zhang; Duo Peng (CSE/EUC, 2019)

An adversarial reinforcement learning based system for cyber security. - Song Xia; Meikang Qiu; Hao Jiang 010 (SmartCloud, 2019)

AI Enhanced Automatic Response System for Resisting Network Threats. - Song Xia; Meikang Qiu; Meiqin Liu 001; Ming Zhong 003; Hui Zhao 002 (SmartCom, 2019)

Dataset Construction to Explore Chemical Space with 3D Geometry and Deep Learning. - Jianing Lu; Song Xia; Jieyu Lu; Yingkai Zhang (J. Chem. Inf. Model., 2021)

Accurate Prediction of Aqueous Free Solvation Energies Using 3D Atomic Feature-Based Graph Neural Network with Transfer Learning. - Dongdong Zhang; Song Xia; Yingkai Zhang (J. Chem. Inf. Model., 2022)

Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. - Song Xia; Yi Yu 011; Xudong Jiang 001; Henghui Ding (ICLR, 2024)

Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders. - Yi Yu 011; Yufei Wang 006; Song Xia; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (ICML, 2024)

Transferable Adversarial Attacks on SAM and Its Downstream Models. - Song Xia; Wenhan Yang; Yi Yu 011; Xun Lin; Henghui Ding; Lingyu Duan; Xudong Jiang 001 (NeurIPS, 2024)

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations. - Xun Lin; Yi Yu 011; Song Xia; Jue Jiang; Haoran Wang; Zitong Yu; Yizhong Liu; Ying Fu; Shuai Wang 049; Wenzhong Tang; Alex C. Kot (CoRR, 2024)

MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection. - Chenqi Kong; Anwei Luo; Song Xia; Yi Yu 011; Haoliang Li; Alex C. Kot (CoRR, 2024)

Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing. - Song Xia; Yu Yi; Xudong Jiang 001; Henghui Ding (CoRR, 2024)

Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images. - Xinyu Zhao; Xingwang Gu; Lihui Meng; Yongwei Chen; Qing Zhao; Shiyu Cheng; Wenfei Zhang; Tiantian Cheng; Chuting Wang; Zhengming Shi; Shengyin Jiao; Changlong Jiang; et al. (npj Digit. Medicine, 2024)

FAWA: Fast Adversarial Watermark Attack. - Hao Jiang 010; Jintao Yang; Guang Hua 001; Lixia Li; Ying Wang; Shenghui Tu; Song Xia (IEEE Trans. Computers, 2024)

Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger. - Yi Yu 011; Song Xia; Xun Lin; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (AAAI, 2025)

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems. - Song Xia; Yi Yu 011; Wenhan Yang; Meiwen Ding; Zhuo Chen 006; Ling-Yu Duan; Alex C. Kot; Xudong Jiang 001 (CVPR, 2025)

Unified Deep Learning of Molecular and Protein Language Representations with T5ProtChem. - Thomas Kelly; Song Xia; Jieyu Lu; Yingkai Zhang (J. Chem. Inf. Model., 2025)

Normalized Protein-Ligand Distance Likelihood Score for End-to-End Blind Docking and Virtual Screening. - Song Xia; Yaowen Gu; Yingkai Zhang (J. Chem. Inf. Model., 2025)

Toward Model Resistant to Transferable Adversarial Examples via Trigger Activation. - Yi Yu 011; Song Xia; Xun Lin; Chenqi Kong; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (IEEE Trans. Inf. Forensics Secur., 2025)

Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation. - Yi Yu 011; Song Xia; Xun Lin; Chenqi Kong; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (CoRR, 2025)

Open-set Anomaly Segmentation in Complex Scenarios. - Song Xia; Yi Yu 011; Henghui Ding; Wenhan Yang; Shifei Liu; Alex C. Kot; Xudong Jiang 001 (CoRR, 2025)

MTL-UE: Learning to Learn Nothing for Multi-Task Learning. - Yi Yu 011; Song Xia; Siyuan Yang 001; Chenqi Kong; Wenhan Yang; Shijian Lu; Yap-Peng Tan; Alex C. Kot (CoRR, 2025)