| 2026 | AAAI | Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization. | Yuliang Chen, Xi Lin, Jun Wu, Xiangrui Cai, Qiaolun Zhang, Xichun Fan, Jiapeng Xu, Xiu Su |
| 2026 | AAAI | ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks. | Tairan Huang, Qiang Chen, Beibei Hu, Yunlong Zhao, Hongyan Xu, Zhiyuan Chen, Yi Chen, Xiu Su |
| 2026 | AAAI | Injection Without Distortion: Geometrically Constrained Knowledge Enhancement for Vision-Language Models. | Zhongze Wu, Xiu Su, Feng Yang, Shan You, Jun Long, Yueyi Luo |
| 2025 | AAAI | Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging. | Chuang Liu, Yichao Cao, YingYing Zhang, Xiu Su, Haogang Zhu |
| 2025 | AAAI | Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation. | Yuxin Qi, Quan Zhang, Xi Lin, Xiu Su, Jiani Zhu, Jingyu Wang, Jianhua Li |
| 2025 | CVPR | VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection. | Songhao Han, Wei Huang, Hairong Shi, Le Zhuo, Xiu Su, Shifeng Zhang, Xu Zhou, Xiaojuan Qi, Yue Liao, Si Liu |
| 2025 | ICASSP | HieClip: Hierarchical CLIP with Explicit Alignment for Zero-Shot Anomaly Detection. | Liujie Hua, Xiu Su, Yueyi Luo, Shan You, Jun Long |
| 2025 | ICASSP | Harmonizing for defect visibility with Fine-Grained Hierarchical Interaction Learning. | Zhongze Wu, Yitian Long, Xiu Su, Yueyi Luo, Shan You, Jun Long |
| 2025 | ICCV | CounterPC: Counterfactual Feature Realignment for Unsupervised Domain Adaptation on Point Clouds. | Feng Yang, Yichao Cao, Xiu Su, Dan Niu, Xuanpeng Li |
| 2025 | ICML | Stable Fair Graph Representation Learning with Lipschitz Constraint. | Qiang Chen, Zhongze Wu, Xiu Su, Xi Lin, Zhe Qu, Shan You, Shuo Yang, Chang Xu |
| 2025 | ICML | TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging. | Chuang Liu, Hongyan Xu, Yichao Cao, Xiu Su, Zhe Qu, Tianfa Li, Shan An, Haogang Zhu |
| 2024 | ICASSP | Beyond the Limit of Weight-Sharing: Pioneering Space-Evolving NAS with Large Language Models. | Xiu Su, Shan You, Hongyan Xu, Xiuxing Li, Jun Long, Yi Chen, Chang Xu |
| 2024 | ICASSP | TCNAS: Transformer Architecture Evolving in Code Clone Detection. | Hongyan Xu, Xiaohuan Pei, Xiu Su, Shan You, Chang Xu |
| 2024 | ICML | Detecting Any instruction-to-answer interaction relationship: Universal Instruction-to-Answer Navigator for Med-VQA. | Zhongze Wu, Hongyan Xu, Yitian Long, Shan You, Xiu Su, Jun Long, Yueyi Luo, Chang Xu |
| 2024 | IJCNN | Image Anomaly Detection Based on Controllable Self-Augmentation. | Liujie Hua, Yichao Cao, Yitian Long, Shan You, Xiu Su, Jun Long, Yueyi Luo, Chang Xu |
| 2023 | AAAI | Neural Architecture Search for Wide Spectrum Adversarial Robustness. | Zhi Cheng, Yanxi Li, Minjing Dong, Xiu Su, Shan You, Chang Xu |
| 2023 | ICCV | Re-mine, Learn and Reason: Exploring the Cross-modal Semantic Correlations for Language-guided HOI detection. | Yichao Cao, Qingfei Tang, Feng Yang, Xiu Su, Shan You, Xiaobo Lu, Chang Xu |
| 2023 | ICDM | DiffNAS: Bootstrapping Diffusion Models by Prompting for Better Architectures. | Wenhao Li, Xiu Su, Shan You, Fei Wang, Chen Qian, Chang Xu |
| 2022 | ECCV | ViTAS: Vision Transformer Architecture Search. | Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiao-Gang Wang, Chang Xu |
| 2022 | ECCV | ScaleNet: Searching for the Model to Scale. | Jiyang Xie, Xiu Su, Shan You, Zhanyu Ma, Fei Wang, Chen Qian |
| 2022 | ICASSP | Data Agnostic Filter Gating For Efficient Deep Networks. | Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya |
| 2022 | KDD | Sufficient Vision Transformer. | Zhi Cheng, Xiu Su, Xueyu Wang, Shan You, Chang Xu |
| 2021 | CVPR | Prioritized Architecture Sampling With Monto-Carlo Tree Search. | Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu |
| 2021 | CVPR | BCNet: Searching for Network Width With Bilaterally Coupled Network. | Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu |
| 2021 | ICLR | Locally Free Weight Sharing for Network Width Search. | Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu |
| 2021 | ICML | K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets. | Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu |
| 2017 | IGARSS | Monitoring the thermal discharge of hongyanhe nuclear power plant with aerial remote sensing technology using a UAV platform. | Xiang Wang, Xinxin Wang, Jianhua Zhao, Jianchao Fan, Xiu Su, Dejun Zou |
| 2016 | IGARSS | Comparison of different spatial resolution thermal infrared data in monitoring thermal plume from the Hongyanhe nuclear power plant. | Xiang Wang, Xinxin Wang, Jianchao Fan, Shiyong Wen, Jianhua Zhao, Xiu Su |