Song Xia

36 papers A* 7Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial Prompt Injection Attack on Multimodal Large Language Models.
CoRR
Meiwen Ding, Song Xia, Chenqi Kong, Xudong Jiang
2026 J jnl
EasyMimic: A Low-Cost Framework for Robot Imitation Learning from Human Videos.
CoRR
Tao Zhang, Song Xia, Ye Wang, Qin Jin
2026 J jnl
Feature-Space Adversarial Robustness Certification for Multimodal Large Language Models.
CoRR
Song Xia, Meiwen Ding, Chenqi Kong, Wenhan Yang, Xudong Jiang
2026 A* conf
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge.
AAAI
Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang
2026 J jnl
SAKED: Mitigating Hallucination in Large Vision-Language Models via Stability-Aware Knowledge Enhanced Decoding.
CoRR
Zhaoxu Li, Chenqi Kong, Peijun Bao, Song Xia, Yi Tu, Yi Yu, Xinghao Jiang, Xudong Jiang
2025 A* conf
Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger.
AAAI
Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Bioactivity Deep Learning for Complex Structure-Free Compound-Protein Interaction Prediction.
J. Chem. Inf. Model.
Yaowen Gu, Song Xia, Qi Ouyang, Yingkai Zhang
2025 J jnl
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge.
CoRR
Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang
2025 A* conf
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
ICML
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
CoRR
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Normalized Protein-Ligand Distance Likelihood Score for End-to-End Blind Docking and Virtual Screening.
J. Chem. Inf. Model.
Song Xia, Yaowen Gu, Yingkai Zhang
2025 J jnl
Open-set Anomaly Segmentation in Complex Scenarios.
CoRR
Song Xia, Yi Yu, Henghui Ding, Wenhan Yang, Shifei Liu, Alex C. Kot, Xudong Jiang
2025 A* conf
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems.
CVPR
Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang
2025 J jnl
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems.
CoRR
Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Lingyu Duan, Alex C. Kot, Xudong Jiang
2025 J jnl
Toward Model Resistant to Transferable Adversarial Examples via Trigger Activation.
IEEE Trans. Inf. Forensics Secur.
Yi Yu, Song Xia, Xun Lin, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation.
CoRR
Yi Yu, Song Xia, Xun Lin, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Unified Deep Learning of Molecular and Protein Language Representations with T5ProtChem.
J. Chem. Inf. Model.
Thomas Kelly, Song Xia, Jieyu Lu, Yingkai Zhang
2025 J jnl
Vision-based adaptive cross-domain online product recommendation for 3D design models.
Comput. Aided Civ. Infrastructure Eng.
Xiaoping Zhou, Qin Si, Gen Liu, Zhen-Zhong Hu, Yukang Wang, Haoran Li, Maozu Guo, Song Xia, Chao Tan, Qingsheng Xie
2024 J jnl
Backdoor Attacks against No-Reference Image Quality Assessment Models via A Scalable Trigger.
CoRR
Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 J jnl
FAWA: Fast Adversarial Watermark Attack.
IEEE Trans. Computers
Hao Jiang, Jintao Yang, Guang Hua, Lixia Li, Ying Wang, Shenghui Tu, Song Xia
2024 A* conf
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing.
ICLR
Song Xia, Yi Yu, Xudong Jiang, Henghui Ding
2024 J jnl
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing.
CoRR
Song Xia, Yu Yi, Xudong Jiang, Henghui Ding
2024 J jnl
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
CoRR
Chenqi Kong, Anwei Luo, Song Xia, Yi Yu, Haoliang Li, Alex C. Kot
2024 A* conf
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders.
ICML
Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 J jnl
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders.
CoRR
Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 J jnl
Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations.
CoRR
Xun Lin, Yi Yu, Song Xia, Jue Jiang, Haoran Wang, Zitong Yu, Yizhong Liu, Ying Fu, Shuai Wang, Wenzhong Tang, Alex C. Kot
2024 J jnl
Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images.
npj Digit. Medicine
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
2024 A* conf
Transferable Adversarial Attacks on SAM and Its Downstream Models.
NeurIPS
Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang
2024 J jnl
Transferable Adversarial Attacks on SAM and Its Downstream Models.
CoRR
Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang
2022 J jnl
Accurate Prediction of Aqueous Free Solvation Energies Using 3D Atomic Feature-Based Graph Neural Network with Transfer Learning.
J. Chem. Inf. Model.
Dongdong Zhang, Song Xia, Yingkai Zhang
2021 J jnl
Dataset Construction to Explore Chemical Space with 3D Geometry and Deep Learning.
J. Chem. Inf. Model.
Jianing Lu, Song Xia, Jieyu Lu, Yingkai Zhang
2019 — conf
AI Enhanced Automatic Response System for Resisting Network Threats.
SmartCom
Song Xia, Meikang Qiu, Meiqin Liu, Ming Zhong, Hui Zhao
2019 — conf
An adversarial reinforcement learning based system for cyber security.
SmartCloud
Song Xia, Meikang Qiu, Hao Jiang
2019 — conf
Internet Advertising Investment Analysis Based on Beijing and Jinhua Signaling Data.
CSE/EUC
Song Xia, Hao Jiang, Yi Zhang, Duo Peng
2008 — conf
Comparison of Two Approaches on Terrain Change Detection and Updating.
IGARSS (4)
Song Xia, Huanzhuo Ye, Laixing Liu
2006 — conf
Procedure and algorithm of 3D reconstruction of large-scale ancient architecture.
Three-Dimensional Image Capture and Applications
Song Xia, Yixuan Zhu, Xin Li