| 2025 | ICASSP | Foreground-aware Prototypical Network for Prohibited Item Detection from X-ray Scans. | Xu Yang, Yufei Li, Long Tian, Haonan Shi, Ting Lan, Xiyang Liu |
| 2025 | IROS | Reinforcement Learning-Based Autonomous Control Methodology of Hydraulic Excavators. | Bobo Helian, Xiyang Liu, Zichen Liu, Marcus Geimer |
| 2025 | NAACL | Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models. | Xiyang Liu, Chunming Hu, Richong Zhang, Junfan Chen, Baowen Xu |
| 2025 | WWW | A Spatial-temporal Deep Probabilistic Diffusion Model for Reliable Hail Nowcasting with Radar Echo Extrapolation. | Haonan Shi, Long Tian, Jie Tao, Yufei Li, Liming Wang, Xiyang Liu |
| 2024 | COLT | Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares Extended Abstract. | Gavin Brown, Jonathan Hayase, Samuel B. Hopkins, Weihao Kong, Xiyang Liu, Sewoong Oh, Juan C. Perdomo, Adam Smith |
| 2024 | WWW | Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners. | Xiyang Liu, Chunming Hu, Richong Zhang, Kai Sun, Samuel Mensah, Yongyi Mao |
| 2023 | ICCV | Prototypes-oriented Transductive Few-shot Learning with Conditional Transport. | Long Tian, Jingyi Feng, Xiaoqiang Chai, Wenchao Chen, Liming Wang, Xiyang Liu, Bo Chen |
| 2023 | ICPADS | Batch Verification-Based Anonymous and Traceable Data Sharing Scheme in Industrial Internet of Things. | Xiyang Liu, Xiong Li, Baojin Wang, Xiaosong Zhang |
| 2023 | SC | Toward Exascale Computation for Turbomachinery Flows. | Yuhang Fu, Weiqi Shen, Jiahuan Cui, Yao Zheng, Guangwen Yang, Zhao Liu, Jifa Zhang, Tingwei Ji, Fangfang Xie, Xiaojing Lv, Hanyue Liu, Xu Liu, Xiyang Liu, Xiaoyu Song, Guocheng Tao, Yan Yan, Paul Tucker, Steven A. E. Miller, Shirui Luo, Seid Koric, Weimin Zheng |
| 2022 | COLT | Differential privacy and robust statistics in high dimensions. | Xiyang Liu, Weihao Kong, Sewoong Oh |
| 2022 | ICASSP | LightPose: A Lightweight and Efficient Model with Transformer for Human Pose Estimation. | Xiyang Liu, Peng Li, Ding Ni, Yan Wang, Hui Xue |
| 2021 | ICML | KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning. | Ashok Vardhan Makkuva, Xiyang Liu, Mohammad Vahid Jamali, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath |
| 2021 | ISIT | Reed-Muller Subcodes: Machine Learning-Aided Design of Efficient Soft Recursive Decoding. | Mohammad Vahid Jamali, Xiyang Liu, Ashok Vardhan Makkuva, Hessam Mahdavifar, Sewoong Oh, Pramod Viswanath |
| 2020 | ECCV | Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting. | Xiyang Liu, Jie Yang, Wenrui Ding, Tieqiang Wang, Zhijin Wang, Junjun Xiong |
| 2020 | SIGIR | CKAN: Collaborative Knowledge-aware Attentive Network for Recommender Systems. | Ze Wang, Guangyan Lin, Huobin Tan, Qinghong Chen, Xiyang Liu |
| 2016 | CIS | A Hybrid Evolutionary Algorithm Based on Dominated Clustering for Constrained Bi-Objective Optimization Problems. | Lei Fan, Yanfang Liang, Xiyang Liu, Xin Gu |
| 2015 | CIS | Experimental Analysis on CTT-SP Algorithm for Intermediate Data Storage in Scientific Workflow Systems. | Lei Fan, Sha Meng, Yanfang Liang, Xiyang Liu |
| 2014 | CIS | A Minimum-Elimination-Escape Function Method for Multimodal Optimization Problems. | Lei Fan, Xiyang Liu, Liping Jia |
| 2013 | CCS | The robustness of hollow CAPTCHAs. | Haichang Gao, Wei Wang, Jiao Qi, Xuqin Wang, Xiyang Liu, Jeff Yan |
| 2013 | CIS | An Enhanced Domination Based Evolutionary Algorithm for Multi-objective Problems. | Lei Fan, Xiyang Liu |
| 2012 | GECCO | A GPU-based implementation of an enhanced GEP algorithm. | Shuai Shao, Xiyang Liu, Mingyuan Zhou, Jiguo Zhan, Xin Liu, Yanli Chu, Hao Chen |
| 2011 | ICIG | A Novel Cued-recall Graphical Password Scheme. | Xiyang Liu, Jinhua Qiu, Licheng Ma, Haichang Gao, Zhongjie Ren |
| 2011 | SIN | Exploration of a hand-based graphical password scheme. | Haichang Gao, Licheng Ma, Jinhua Qiu, Xiyang Liu |
| 2010 | AINA | Against Spyware Using CAPTCHA in Graphical Password Scheme. | Liming Wang, Xiuling Chang, Zhongjie Ren, Haichang Gao, Xiyang Liu, Uwe Aickelin |
| 2010 | CW | A New Graphical Password Scheme Resistant to Shoulder-Surfing. | Haichang Gao, Zhongjie Ren, Xiuling Chang, Xiyang Liu, Uwe Aickelin |
| 2010 | ICASSP | Cluster based architecture synthesis minimizing the resources under time constraint. | Xiyang Liu, Ailong Song, Zili Shao, Chunxiang Li, Ke Chen, Wei Wang |
| 2009 | ICIG | Analysis and Evaluation of the ColorLogin Graphical Password Scheme. | Haichang Gao, Xiyang Liu, Ruyi Dai, Sidong Wang, Xiuling Chang |
| 2009 | SOUPS | A new graphical password scheme against spyware by using CAPTCHA. | Haichang Gao, Xiyang Liu |
| 2008 | ACSAC | YAGP: Yet Another Graphical Password Strategy. | Haichang Gao, Xuewu Guo, Xiaoping Chen, Liming Wang, Xiyang Liu |
| 2008 | GECCO | Fitness calculation approach for the switch-case construct in evolutionary testing. | Yan Wang, Zhiwen Bai, Miao Zhang, Wen Du, Ying Qin, Xiyang Liu |
| 2008 | ICWS | Towards a Reversible BPEL Debugger. | Liang Bao, Sheng Chen, Xiyang Liu, Shengming Hu, Ping Chen |
| 2007 | APSEC | PORD: a Reversible Debugging Tool using Dynamic Binary Translation. | Xiyang Liu, Tao Liu, Zhiwen Bai, Yan Wang, Haoying Mu, Chunxiang Li |
| 2007 | APSEC | Function Call Flow based Fitness Function Design in Evolutionary Testing. | Xiyang Liu, Miao Zhang, Zhiwen Bai, Lei Wang, Wen Du, Yan Wang |
| 2007 | APSEC | DFTL: a Description Language for Transformation of Data Formats. | Meng Wang, Ping Chen, Xiyang Liu, Shengming Hu, Miao Zhang |
| 2007 | GECCO | Fitness calculation approach for nested if-else construct in evolutionary testing. | Xiyang Liu, Lei Wang, Xiubin Zhu, Zhiwen Bai, Miao Zhang, Hehui Liu |
| 2005 | APSEC | Evolutionary Testing of Unstructured Programs in the Presence of Flag Problems. | Xiyang Liu, Ning Lei, Hehui Liu, Bin Wang |