| 2026 | AAAI | ObjecTok: Learning Holistic and Robust Object Tokens for MLLMs. | Sihan Wang, Xiyao Liu, Lianqing Liu, Zhi Han |
| 2026 | AAAI | ACID-Style: An Adaptive Condition Injection Diffusion Model for Arbitrary Style Transfer. | Ting Yang, Siyu Yang, Xiyao Liu, Songtao Wu, Gerald Schaefer, Kuanhong Xu, Hui Fang |
| 2025 | AAAI | Recoverable Facial Identity Protection via Adaptive Makeup Transfer Adversarial Attacks. | Xiyao Liu, Junxing Ma, Xinda Wang, Qianyu Lin, Jian Zhang, Gerald Schaefer, Cagatay Turkay, Hui Fang |
| 2025 | AAAI | Robust Image Hashing Based on Contrastive Masked Autoencoder with Weak-Strong Augmentation Alignment. | Cundian Yang, Guibo Luo, Yuesheng Zhu, Jiaqi Li, Xiyao Liu |
| 2025 | CSCWD | Robust Image Hashing Based on Mixture-of-Experts with Hard-Sample Mining Contrastive Learning. | Cundian Yang, Guibo Luo, Yuesheng Zhu, Xiyao Liu |
| 2025 | SMC | Efficient GraphRAG via Community Embedding for Global and Reasoning-Intensive Question Answering | Qianjing Yang, Kangkun Chen, Xiyao Liu, Tiandu Zhang, Da Huang |
| 2024 | CVPR | Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection. | Yajing Liu, Shijun Zhou, Xiyao Liu, Chunhui Hao, Baojie Fan, Jiandong Tian |
| 2024 | ECCV | Towards Compact Reversible Image Representations for Neural Style Transfer. | Xiyao Liu, Siyu Yang, Jian Zhang, Gerald Schaefer, Jiya Li, Xunli Fan, Songtao Wu, Hui Fang |
| 2024 | ECCV | On the Approximation Risk of Few-Shot Class-Incremental Learning. | Xuan Wang, Zhong Ji, Xiyao Liu, Yanwei Pang, Jungong Han |
| 2024 | ICASSP | Micro-expression recognition by fusing action unit detection and Spatio-temporal features. | Lei Wang, Pinyi Huang, Wangyang Cai, Xiyao Liu |
| 2024 | IJCNN | Guided Diffusion-based Adversarial Purification Model with Denoised Prior Constraint. | Xiyao Liu, Ting Yang, Jiaqi Li, Xi Li, Hui Fang |
| 2023 | ICIP | A Novel Class Activation Map for Visual Explanations in Multi-Object Scenes. | Yifan Wang, Siyuan Deng, Kunhao Yuan, Gerald Schaefer, Xiyao Liu, Hui Fang |
| 2023 | IJCAI | Robust Steganography without Embedding Based on Secure Container Synthesis and Iterative Message Recovery. | Ziping Ma, Yuesheng Zhu, Guibo Luo, Xiyao Liu, Gerald Schaefer, Hui Fang |
| 2023 | IECON | Logarithmic Sliding-Mode Control for High-Precision Rigid-Body Attitude Tracking. | Hanlin Dong, Xuebo Yang, Zhongbo Chen, Xiyao Liu |
| 2022 | CVPR | Image Disentanglement Autoencoder for Steganography without Embedding. | Xiyao Liu, Ziping Ma, Junxing Ma, Jian Zhang, Gerald Schaefer, Hui Fang |
| 2022 | IECON | Distributed impedance control for cellular space robot in spacecraft takeover control. | Haitao Chang, Xiyao Liu, Tong Wang, Zhenyu Lu |
| 2021 | SMC | High capacity coverless image steganography method based on geometrically robust and chaotic encrypted image moment feature. | Xiyao Liu, Yaokun Fang, Feiyi He, Zhaoying Li, Yayun Zhang, Xiongfei Zeng |
| 2021 | SMC | A Novel Information Hiding Method for H.266/VVC Based on Selections of Luminance Transform and Chrominance Prediction Modes. | Xiyao Liu, Kaiyue Shi, Aihua Li, Hao Zhang, Jiang Ming, Hui Fang |
| 2021 | SMC | Secure Federated Learning Model Verification: A Client-side Backdoor Triggered Watermarking Scheme. | Xiyao Liu, Shuo Shao, Yue Yang, Kangming Wu, Wenyuan Yang, Hui Fang |
| 2020 | AAAI | SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition. | Zhong Ji, Xiyao Liu, Yanwei Pang, Xuelong Li |
| 2020 | ICPR | Joint compressive autoencoders for full-image-to-image hiding. | Xiyao Liu, Ziping Ma, Xingbei Guo, Jialu Hou, Lei Wang, Jian Zhang, Gerald Schaefer, Hui Fang |
| 2020 | SMC | Camouflage Generative Adversarial Network: Coverless Full-image-to-image Hiding. | Xiyao Liu, Ziping Ma, Xingbei Guo, Jialu Hou, Gerald Schaefer, Lei Wang, Victoria Wang, Hui Fang |
| 2020 | SMC | Colour Quantisation using Human Mental Search and Local Refinement. | Seyed Jalaleddin Mousavirad, Gerald Schaefer, M. Emre Celebi, Hui Fang, Xiyao Liu |
| 2020 | SMC | Micro-expression Video Clip Synthesis Method based on Spatial-temporal Statistical Model and Motion Intensity Evaluation Function. | Lei Wang, Jialu Hou, Xingbei Guo, Ziping Ma, Xiyao Liu, Hui Fang |
| 2019 | MICCAI | Multi-index Optic Disc Quantification via MultiTask Ensemble Learning. | Rongchang Zhao, Zailiang Chen, Xiyao Liu, Beiji Zou, Shuo Li |
| 2018 | ICIP | Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation. | Qi He, Beiji Zou, Chengzhang Zhu, Xiyao Liu, Hongpu Fu, Lei Wang |
| 2016 | APSCC | Appropriate Feature Selection and Post-processing for the Recognition of Artificial Pornographic Images in Social Networks. | Fangfang Li, Siwei Luo, Xiyao Liu, Jianbin Li |
| 2014 | ICARCV | A digital blind watermarking scheme based on quantization index modulation in depth map for 3D video. | Yang Guan, Yuesheng Zhu, Xiyao Liu, Guibo Luo, Ziqiang Sun, Liming Zhang |