| 2025 | CEC | A Preference-Guided Multi-Objective Recommendation Algorithm with an Adaptive Tchebycheff Environmental Selection. | Xiaoge Li, Xiaotong Liu, Chaoli Sun |
| 2025 | CEC | A Large-Scale Expensive Multi-Objective Optimization Algorithm Assisted By Multiple Subproblems Collaboration. | Yanke Zhang, Xiaotong Liu, Ying Tan, Chaoli Sun |
| 2025 | ICDM | Will It Zero-Shot?:Predicting Zero-Shot Classification Performance for Arbitrary Queries. | Kevin Robbins, Xiaotong Liu, Yu Wu, Le Sun, Grady McPeak, Abby Stylianou, Robert Pless |
| 2024 | ICRA | Vision-based Wearable Steering Assistance for People with Impaired Vision in Jogging. | Xiaotong Liu, Binglu Wang, Zhijun Li |
| 2024 | ISPA | Reinforcement Learning-Based Adaptive Search Strategy Combination Algorithm. | Xiaotong Liu, Zhiqiang Zeng, Sicheng Wan, Jiajie Tian, Tianlei Wang, Zhiyong Hong |
| 2023 | CEC | A New Infill Criterion Based on Sorting of Approximation Uncertainty for Expensive Evolutionary Many-objective Optimization. | Xiaotong Liu, Chaoli Sun, Hao Wang |
| 2023 | ICIP | PSCO: A Point Cloud Scene Classification Model Based on Contrast Learning. | Nuo Cheng, Xiaohan Li, Chuanyu Luo, Xiaotong Liu, Han Li, Shengguang Lei, Pu Li |
| 2023 | IGARSS | TECIS: The First Mission Towards Forest Carbon Mapping By Combination Of Lidar And Multi-Angle Optical Observations. | Yong Pang, Tao Yu, Wen Jia, Xiaojun Li, Zengyuan Li, Anmin Fu, Fayun Wu, Xiaotong Liu, Xinwei Zhang, Jin Huang, Tao He |
| 2022 | CLOSER | Real-time Statistical Log Anomaly Detection with Continuous AIOps Learning. | Lu An, An-Jie Tu, Xiaotong Liu, Rama Akkiraju |
| 2022 | ICANN | Multi-view Cascading Spatial-Temporal Graph Neural Network for Traffic Flow Forecasting. | Zibo Liu, Kaiqun Fu, Xiaotong Liu |
| 2022 | ICIP | PASNET: A Self-AdaPtive Point Cloud Sorting APProach to an ImProved Feature Extraction. | Nuo Cheng, Xiaohan Li, Han Li, Xiaotong Liu, Chuanyu Luo, Shengguang Lei, Pu Li |
| 2021 | QRS | Mining Event Logic Graph from Open Q&A Site for Automated Program Repair. | Chuanjia Hou, Xiaotong Liu, Hao Yu, Tong Jia, Ying Li |
| 2020 | APLAS | Automatically Generating Descriptive Texts in Logging Statements: How Far Are We? | Xiaotong Liu, Tong Jia, Ying Li, Hao Yu, Yang Yue, Chuanjia Hou |
| 2020 | BPM | Characterizing Machine Learning Processes: A Maturity Framework. | Rama Akkiraju, Vibha Sinha, Anbang Xu, Jalal Mahmud, Pritam Gundecha, Zhe Liu, Xiaotong Liu, John Schumacher |
| 2020 | CHI | A General Methodology to Quantify Biases in Natural Language Data. | Jiawei Chen, Anbang Xu, Zhe Liu, Yufan Guo, Xiaotong Liu, Yingbei Tong, Rama Akkiraju, John M. Carroll |
| 2020 | ECCV | Hard Negative Examples are Hard, but Useful. | Hong Xuan, Abby Stylianou, Xiaotong Liu, Robert Pless |
| 2020 | ISCAS | Dynamic Response Enhancement of Cascaded DC/DC Converter Systems using an Auxiliary Circuit. | Xiaotong Liu, Zhenyu Shan, Shengwen Fan, Zhen Li |
| 2020 | ICSOC | Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks. | Xiaotong Liu, Yingbei Tong, Anbang Xu, Rama Akkiraju |
| 2020 | WACV | 2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets. | Xiaotong Liu, Zeyu Zhang, Roxana Leontie, Abby Stylianou, Robert Pless |
| 2019 | CHI | Cognitive Learning: How to Become William Shakespeare. | Xiaotong Liu, Anbang Xu, Zhe Liu, Yufan Guo, Rama Akkiraju |
| 2018 | CHI | Voice of Customer: A Tone-based Analysis System for Online User Engagement. | Xiaotong Liu, Anbang Xu, Vibha Sinha, Rama Akkiraju |
| 2017 | CHI | Understanding Purchase Behaviors through Personality-driven Traces. | Xiaotong Liu, Anbang Xu, Rama Akkiraju, Vibha Sinha |
| 2017 | SIGGRAPH | Pointwise information guided visual analysis of time-varying multi-fields. | Soumya Dutta, Xiaotong Liu, Ayan Biswas, Han-Wei Shen, Jen-Ping Chen |
| 2015 | CHI | The Effects of Representation and Juxtaposition on Graphical Perception of Matrix Visualization. | Xiaotong Liu, Han-Wei Shen |
| 2015 | WWW | GalaxyExplorer: Influence-Driven Visual Exploration of Context-Specific Social Media Interactions. | Xiaotong Liu, Srinivasan Parthasarathy, Han-Wei Shen, Yifan Hu |