Song Xia - researchr alias

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Viewing Publication 1 - 20 from 20

2025

Toward Model Resistant to Transferable Adversarial Examples via Trigger ActivationYi Yu 0011, Song Xia, Xun Lin, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot. tifs, 20:3745-3757, 2025. [doi]

Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable TriggerYi Yu 0011, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot. AAAI 2025: 9698-9706 [doi]

MTL-UE: Learning to Learn Nothing for Multi-Task LearningYi Yu 0011, Song Xia, Siyuan Yang 0001, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot. icml 2025: [doi]

Bioactivity Deep Learning for Complex Structure-Free Compound-Protein Interaction PredictionYaowen Gu, Song Xia, Qi Ouyang, Yingkai Zhang. jcisd, 65(19):9910-9926, 2025. [doi]

Unified Deep Learning of Molecular and Protein Language Representations with T5ProtChemThomas Kelly, Song Xia, Jieyu Lu, Yingkai Zhang. jcisd, 65(8):3990-3998, 2025. [doi]

Normalized Protein-Ligand Distance Likelihood Score for End-to-End Blind Docking and Virtual ScreeningSong Xia, Yaowen Gu, Yingkai Zhang. jcisd, 65(3):1101-1114, 2025. [doi]

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference SystemsSong Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang 0001. cvpr 2025: 8753-8763 [doi]

Vision-based adaptive cross-domain online product recommendation for 3D design modelsXiaoping Zhou, Qin Si, Gen Liu, Zhen-Zhong Hu, Yukang Wang, Haoran Li, Maozu Guo 0001, Song Xia, Chao Tan, Qingsheng Xie. cacie, 40(20):3147-3164, 2025. [doi]

2024

FAWA: Fast Adversarial Watermark AttackHao Jiang 0010, Jintao Yang, Guang Hua 0001, Lixia Li, Ying Wang, Shenghui Tu, Song Xia. TC, 73(2):301-313, February 2024. [doi]

Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized SmoothingSong Xia, Yi Yu, Xudong Jiang 0001, Henghui Ding. iclr 2024: [doi]

Transferable Adversarial Attacks on SAM and Its Downstream ModelsSong Xia, Wenhan Yang, Yi Yu 0011, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang 0001. nips 2024: [doi]

Purify Unlearnable Examples via Rate-Constrained Variational AutoencodersYi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot. icml 2024: [doi]

2022

Accurate Prediction of Aqueous Free Solvation Energies Using 3D Atomic Feature-Based Graph Neural Network with Transfer LearningDongDong Zhang, Song Xia, Yingkai Zhang. jcisd, 62(8):1840-1848, 2022. [doi]

2021

Dataset Construction to Explore Chemical Space with 3D Geometry and Deep LearningJianing Lu, Song Xia, Jieyu Lu, Yingkai Zhang. jcisd, 61(3):1095-1104, 2021. [doi]

2019

2008

Comparison of Two Approaches on Terrain Change Detection and UpdatingSong Xia, Huanzhuo Ye, Laixing Liu. igarss 2008: 667-670 [doi]

2006

Procedure and algorithm of 3D reconstruction of large-scale ancient architectureSong Xia, Yixuan Zhu, Xin Li. 3dica 2006: 605611 [doi]

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