| 2026 | AAAI | PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching. | Zewei Chang, Zheng-Peng Duan, Jianxing Zhang, Chun-Le Guo, Siyu Liu, Hyungju Chun, Hyunhee Park, Zikun Liu, Chongyi Li |
| 2026 | NDSS | Discovering Blind-Trust Vulnerabilities in PLC Binaries via State Machine Recovery. | Fangzhou Dong, Arvind S. Raj, Efrn Lpez-Morales, Siyu Liu, Yan Shoshitaishvili, Tiffany Bao, Adam Doup, Muslum Ozgur Ozmen, Ruoyu Wang |
| 2025 | AAAI | A Diffusion-Based Framework for Occluded Object Movement. | Zheng-Peng Duan, Jiawei Zhang, Siyu Liu, Zheng Lin, Chun-Le Guo, Dongqing Zou, Jimmy S. J. Ren, Chongyi Li |
| 2025 | AAAI | FaceMe: Robust Blind Face Restoration with Personal Identification. | Siyu Liu, Zheng-Peng Duan, Jia Ouyang, Jiayi Fu, Hyunhee Park, Zikun Liu, Chun-Le Guo, Chongyi Li |
| 2025 | CVPR | Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing. | Jiayi Fu, Siyu Liu, Zikun Liu, Chun-Le Guo, Hyunhee Park, Ruiqi Wu, Guoqing Wang, Chongyi Li |
| 2025 | ICASSP | Dual-PST: Dual-Branch SpatioTemporal-Planar Network for Video Forgery Detection. | Siyu Liu, Zhida Zhang, Junxian Duan, Jie Cao, Aihua Zheng |
| 2025 | ICFEM | Detecting Vector Container Errors in C++ Programs via Abstract Interpretation. | Siyu Liu, Liqian Chen, Guangsheng Fan, Banghu Yin, Chun Huang, Ji Wang |
| 2024 | CVPR | Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action Localization. | Ziying Xia, Jian Cheng, Siyu Liu, Yongxiang Hu, Shiguang Wang, Yijie Zhang, Liwan Dang |
| 2024 | IJCNN | Multi-Faceted Negative Sample Mining for Grpah Contrastive Learning. | Siyu Liu, Ziqi Wang, Jiale Xu, Huan Li, Jiamin Sun, Ya Li |
| 2024 | ICRA | Design and Modeling of A Compact Serial Variable Stiffness Actuator (SVSA-III) with Linear Stiffness Profile. | Shuowen Yi, Siyu Liu, Junbei Liao, Zhao Guo |
| 2023 | DICTA | Manipulating Medical Image Translation with Manifold Disentanglement. | Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra |
| 2023 | MICCAI | Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery. | Siyu Liu, Linfeng Liu, Craig Engstrom, Xuan Vinh To, Zongyuan Ge, Stuart Crozier, Fatima A. Nasrallah, Shekhar S. Chandra |
| 2023 | WISE | Topological Network Field Preservation for Heterogeneous Graph Embedding. | Jiale Xu, Ouxia Du, Siyu Liu, Ya Li |
| 2023 | TASE | Verified Transformation of Continuation-Passing Style into Static Single Assignment Form. | Siyu Liu, Yuting Wang |
| 2022 | HCI | Explainable AI for Suicide Risk Assessment Using Eye Activities and Head Gestures. | Siyu Liu, Catherine Lu, Sharifa Alghowinem, Lea Gotoh, Cynthia Breazeal, Hae Won Park |
| 2022 | IGARSS | Global and Multi-Scale Feature Learning for Remote Sensing Scene Classification. | Ziying Xia, Guolong Gan, Siyu Liu, Wei Cao, Jian Cheng |
| 2022 | TrustCom | DRICP: Defect Risk Identification Using Sample Category Perception. | Lixia Xie, Siyu Liu, Hongyu Yang, Liang Zhang |
| 2020 | DASFAA | DARS: Diversity and Distribution-Aware Region Search. | Siyu Liu, Qizhi Liu, Zhifeng Bao |
| 2020 | ISCAS | Attenuation Compensation for High-Frequency Acoustic-Resolution Photoacoustic Imaging. | Haoran Jin, Siyu Liu, Ruochong Zhang, Zesheng Zheng, Yuanjin Zheng |
| 2020 | IGARSS | Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images. | Siyu Liu, Nan Huang, Liang Xiao |
| 2020 | IGARSS | Light-Weight Attention Semantic Segmentation Network for High-Resolution Remote Sensing Images. | Siyu Liu, Changtao He, Haiwei Bai, Yijie Zhang, Jian Cheng |
| 2019 | ICDM | From Joint Feature Selection and Self-Representation Learning to Robust Multi-view Subspace Clustering. | Hui Yan, Siyu Liu, Philip S. Yu |
| 2019 | ISCAS | A Miniaturized Dual-Modality Photoacoustic Fusion Imaging System. | Haoran Jin, Ruochong Zhang, Siyu Liu, Yuanjin Zheng |
| 2019 | ISCAS | Portable Photoacoustic Sensor for Noninvasive Glucose Monitoring. | Ruochong Zhang, Kai Tang, Chuanshi Yang, Haoran Jin, Siyu Liu, Yuanjin Zheng |
| 2018 | ISCAS | Portable photoacoustic system for noninvasive blood temperature measurement. | Siyu Liu, Xiaohua Feng, Ruochong Zhang, Yuanjin Zheng |
| 2018 | ISCAS | Noninvasive Glucose Measurement by Microwave Biosensor with Accuracy Enhancement. | Ruochong Zhang, Zilian Qu, Haoran Jin, Siyu Liu, Yunqi Luo, Yuanjin Zheng |