Qu, Xinghua

11 publications

ICCV 2025 Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness Junhao Dong, Jiao Liu, Xinghua Qu, Yew-Soon Ong

ICML 2025 Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-Form Alignment of Adversarial Path Simplices Junhao Dong, Piotr Koniusz, Yifei Zhang, Hao Zhu, Weiming Liu, Xinghua Qu, Yew-Soon Ong

AAAI 2025 LLM4RSR: Large Language Models as Data Correctors for Robust Sequential Recommendation Yatong Sun, Xiaochun Yang, Zhu Sun, Yan Wang, Bin Wang, Xinghua Qu

NeurIPS 2025 Machine Unlearning via Task Simplex Arithmetic Junhao Dong, Hao Zhu, Yifei Zhang, Xinghua Qu, Yew-Soon Ong, Piotr Koniusz

NeurIPS 2025 Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models Junhao Dong, Cong Zhang, Xinghua Qu, Zejun Ma, Piotr Koniusz, Yew-Soon Ong

ICCV 2025 Robustifying Zero-Shot Vision Language Models by Subspaces Alignment Junhao Dong, Piotr Koniusz, Liaoyuan Feng, Yifei Zhang, Hao Zhu, Weiming Liu, Xinghua Qu, Yew-Soon Ong

ICLR 2025 You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo, Xiaolong Chen, Xinghua Qu, Tianyang Hu, Jing Tang

IJCAI 2023 AudioQR: Deep Neural Audio Watermarks for QR Code Xinghua Qu, Xiang Yin, Pengfei Wei, Lu Lu, Zejun Ma

NeurIPS 2023 Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Pengfei Wei, Lingdong Kong, Xinghua Qu, Yi Ren, Zhiqiang Xu, Jing Jiang, Xiang Yin

IJCAI 2022 Next Point-of-Interest Recommendation with Inferring Multi-Step Future Preferences Lu Zhang, Zhu Sun, Ziqing Wu, Jie Zhang, Yew Soon Ong, Xinghua Qu

NeurIPSW 2022 Policy Resilience to Environment Poisoning Attack on Reinforcement Learning Hang Xu, Xinghua Qu, Zinovi Rabinovich