| 2026 | ACL | Constructing coherent spatial memory in LLM agents through graph rectification. | Puzhen Zhang, Xuyang Chen, Yu Feng, Yuhan Jiang, Liqiu Meng |
| 2025 | ICML | On the Convergence of Continuous Single-timescale Actor-critic. | Xuyang Chen, Lin Zhao |
| 2025 | IJCAI | BRIGHT-VO: Brightness-Guided Hybrid Transformer for Visual Odometry with Multi-modality Refinement Module. | Dongzhihan Wang, Yang Yang, Xuyang Chen, Liang Xu |
| 2024 | AAAI | Box2Poly: Memory-Efficient Polygon Prediction of Arbitrarily Shaped and Rotated Text. | Xuyang Chen, Dong Wang, Konrad Schindler, Mingwei Sun, Yongliang Wang, Nicol Savioli, Liqiu Meng |
| 2024 | IJCAI | Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator. | Xuyang Chen, Jingliang Duan, Lin Zhao |
| 2024 | ICRA | Trust-Region Neural Moving Horizon Estimation for Robots. | Bingheng Wang, Xuyang Chen, Lin Zhao |
| 2023 | AAAI | Global Convergence of Two-Timescale Actor-Critic for Solving Linear Quadratic Regulator. | Xuyang Chen, Jingliang Duan, Yingbin Liang, Lin Zhao |
| 2023 | IROS | Efficient Q-Learning over Visit Frequency Maps for Multi-Agent Exploration of Unknown Environments. | Xuyang Chen, Ashvin N. Iyer, Zixing Wang, Ahmed H. Qureshi |
| 2022 | PERCOM | Sleep Sound Classification Using ANC-Enabled Earbuds. | Kenneth Christofferson, Xuyang Chen, Zeyu Wang, Alex Mariakakis, Yuntao Wang |
| 2018 | ICCAD | AXNet: approximate computing using an end-to-end trainable neural network. | Zhenghao Peng, Xuyang Chen, Chengwen Xu, Naifeng Jing, Xiaoyao Liang, Cewu Lu, Li Jiang |
| 2018 | ITS | A Performance Predictor for Honors Students Based On Elman Neural Network. | Moke Xu, Xuyang Chen, Wenjun Wu |
| 2017 | ISNN | Real-Time Classification Through a Spiking Deep Belief Network with Intrinsic Plasticity. | Fangzheng Xue, Xuyang Chen, Xiumin Li |
| 2006 | ICNC | Optimal Prototype Filters for Near-Perfect-Reconstruction Cosine-Modulated Nonuniform Filter Banks with Rational Sampling Factors. | Xuemei Xie, Guangming Shi, Wei Zhong, Xuyang Chen |
| 2005 | CIS | Optimal Prototype Filters for Near-Perfect-Reconstruction Cosine-Modulated Filter Banks. | Xuemei Xie, Guangming Shi, Xuyang Chen |