| 2025 | AAAI | Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits. | Bo Xue, Xi Lin, Xiaoyuan Zhang, Qingfu Zhang |
| 2025 | AAAI | Differentiable Information Enhanced Model-Based Reinforcement Learning. | Xiaoyuan Zhang, Xinyan Cai, Bo Liu, Weidong Huang, Song-Chun Zhu, Siyuan Qi, Yaodong Yang |
| 2025 | ACL | Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs. | Payal Mohapatra, Akash Pandey, Xiaoyuan Zhang, Qi Zhu |
| 2025 | EMNLP | TS-CLIP: Time Series Understanding by CLIP. | Ziwen Chen, Xiaoyuan Zhang, Ming Zhu |
| 2025 | EMNLP | Enhancing LLM-Based Social Bot via an Adversarial Learning Framework. | Fanqi Kong, Xiaoyuan Zhang, Xinyu Chen, Yaodong Yang, Song-Chun Zhu, Xue Feng |
| 2025 | ICLR | Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization. | Xi Lin, Yilu Liu, Xiaoyuan Zhang, Fei Liu, Zhenkun Wang, Qingfu Zhang |
| 2025 | ICML | Multiobjective distribution matching. | Xiaoyuan Zhang, Peijie Li, Yingying Yu, Yichi Zhang, Han Zhao, Qingfu Zhang |
| 2025 | NDSS | A New PPML Paradigm for Quantized Models. | Tianpei Lu, Bingsheng Zhang, Xiaoyuan Zhang, Kui Ren |
| 2024 | ICLR | CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. | Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Yaodong Yang, Song-Chun Zhu |
| 2024 | ICML | Smooth Tchebycheff Scalarization for Multi-Objective Optimization. | Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang |
| 2024 | IJCAI | Off-Agent Trust Region Policy Optimization. | Ruiqing Chen, Xiaoyuan Zhang, Yali Du, Yifan Zhong, Zheng Tian, Fanglei Sun, Yaodong Yang |
| 2024 | INDIN | Research on Enhancing Feature Descriptors of ORB SLAM2 Algorithm Based on Lightweight Neural Network MLP+Transformer Algorithm. | Ming Li, Hui Jing, Da Yu Li, Huanqin Feng, Xiaoyuan Zhang, Xiang Wang |
| 2023 | CSCWD | Cost-Optimized Microservice Deployment for IoT Application in Cloud-Edge Collaborative Environment. | Xiaoyuan Zhang, Bing Tang, Qing Yang, Wei Xu, Feiyan Guo |
| 2023 | ICML | Continuation Path Learning for Homotopy Optimization. | Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang |
| 2022 | CSCWD | Application Deployment in Mobile Edge Computing Environment Based on Microservice Chain. | Haiyan Li, Bing Tang, Wei Xu, Feiyan Guo, Xiaoyuan Zhang |
| 2022 | ISPA | Robust and Unsupervised KPI Anomaly Detection Based on Highly Sensitive Conditional Variational Auto-Encoders. | Shili Yan, Bing Tang, Qing Yang, Yijia He, Xiaoyuan Zhang |
| 2022 | ISPA | Blockchain-based Distributed Storage System for Task Offloading in Vehicular Edge Computing. | Yutian Zhang, Bing Tang, Qing Yang, Xiaoyuan Zhang, Jincheng Luo |
| 2021 | ISPA | Unsupervised Anomaly Detection with Variational Auto-Encoder and Local Outliers Factor for KPIs. | Shili Yan, Bing Tang, Jincheng Luo, Xing Fu, Xiaoyuan Zhang |
| 2017 | IGARSS | A method for extracting vegetation information of Urban underlaying surface oriented to ECO-environmental quality assessment. | Xiaoyuan Zhang, Yulun Song, Shudong Wang, Lifu Zhang, Xia Zhang |
| 2016 | IGARSS | Sensitivity analysis for Chl-a retrieval of water body using hyperspectral remote sensing data with different spectral indicators. | Shudong Wang, Lifu Zhang, Jingguo Tian, Xiaoyuan Zhang |
| 2016 | IGARSS | Applied analysis for canopy nitrogen retrieval of winter wheat using hyperspectral vegetation index. | Xiaoyuan Zhang, Shudong Wang, Lifu Zhang, Jingguo Tian, Xia Zhang |
| 2014 | ICNC | Kernel K-means clustering optimized by bare bones differential evolution algorithm. | Xinping Zhang, Jie Liu, Xiaoyuan Zhang |
| 2011 | ICNC | Support vector machine with parameter optimization by bare bones differential evolution. | Daoyin Qiu, Yao Li, Xiaoyuan Zhang, Bo Gu |
| 2010 | ICNC | Vibration fault diagnosis of hydro-turbine generating unit based on rough 1-v-1 multiclass support vector machine. | Xiaoyuan Zhang, Jianzhong Zhou, Yaoyao He, Yuchun Wang, Bo Liu |