| 2026 | ACL | RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents. | Jize Wang, Han Wu, Zhiyuan You, Yiming Song, Yijun Wang, Zifei Shan, Yining Li, Songyang Zhang, Xinyi Le, Cailian Chen, Xinping Guan, Dacheng Tao |
| 2025 | AAAI | CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs. | Siyu Wang, Cailian Chen, Xinyi Le, Qimin Xu, Lei Xu, Yanzhou Zhang, Jie Yang |
| 2025 | AAAI | SAIL: Sample-Centric In-Context Learning for Document Information Extraction. | Jinyu Zhang, Zhiyuan You, Jize Wang, Xinyi Le |
| 2025 | ISNN | Hybrid Architecture Accelerator Co-design for DNN on FPGA and ASIC. | Honghao Zhang, Ruidong Li, Ji Zhong, Meizhou Gao, Xinyi Le |
| 2024 | ISNN | Research on Job Scheduling Method for Metallurgical Equipment Manufacturing Workshop Based on Genetic Algorithm. | Chengtao Ruan, Xinyi Le, Yu Zheng |
| 2023 | EMNLP | Adaptive Hinge Balance Loss for Document-Level Relation Extraction. | Jize Wang, Xinyi Le, Xiaodi Peng, Cailian Chen |
| 2023 | WACV | Few-shot Object Counting with Similarity-Aware Feature Enhancement. | Zhiyuan You, Kai Yang, Wenhan Luo, Xin Lu, Lei Cui, Xinyi Le |
| 2022 | CVPR | Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels. | Yuchao Wang, Haochen Wang, Yujun Shen, Jingjing Fei, Wei Li, Guoqiang Jin, Liwei Wu, Rui Zhao, Xinyi Le |
| 2022 | ICONIP | ADTR: Anomaly Detection Transformer with Feature Reconstruction. | Zhiyuan You, Kai Yang, Wenhan Luo, Lei Cui, Yu Zheng, Xinyi Le |
| 2020 | CVPR | PF-Net: Point Fractal Network for 3D Point Cloud Completion. | Zitian Huang, Yikuan Yu, Jiawen Xu, Feng Ni, Xinyi Le |
| 2019 | IJCNN | Clustering-enhanced PointCNN for Point Cloud Classification Learning. | Yikuan Yu, Fei Li, Yu Zheng, Min Han, Xinyi Le |
| 2019 | ISNN | Fault Diagnosis of Gas Turbine Fuel Systems Based on Improved SOM Neural Network. | Zhe Chen, Yiyao Zhang, Hailei Gong, Xinyi Le, Yu Zheng |
| 2019 | ISNN | A Learning-Based Approach for Perceptual Models of Preference. | Junhui Mei, Xinyi Le, Xiaoting Zhang, Charlie C. L. Wang |
| 2018 | ICONIP | An Image-Based Approach for Defect Detection on Decorative Sheets. | Boyu Zhou, Xin He, Zhongyi Zhou, Xinyi Le |
| 2018 | ISNN | Fault Diagnosis Method of Diesel Engine Based on Improved Structure Preserving and K-NN Algorithm. | Yu Li, Min Han, Bing Han, Xinyi Le, Shunshoku Kanae |
| 2017 | ISNN | A Multiple-objective Neurodynamic Optimization to Electric Load Management Under Demand-Response Program. | Xinyi Le, Sijie Chen, Yu Zheng, Juntong Xi |
| 2015 | IJCNN | A neurodynamic optimization approach to synthesis of linear systems with fault detection via robust pole assignment. | Xinyi Le, Jun Wang |
| 2015 | ISNN | A Neurodynamic Optimization Approach to Bilevel Linear Programming. | Sitian Qin, Xinyi Le, Jun Wang |
| 2014 | IJCNN | Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems. | Xinyi Le, Zheng Yan, Jun Wang |
| 2014 | INISTA | Neurodynamics-based robust pole assignment for synthesizing second-order control systems via output feedback based on a convex feasibility problem reformulation. | Xinyi Le, Jun Wang, Zheng Yan |
| 2013 | ICONIP | A Neurodynamic Optimization Approach to Robust Pole Assignment for Synthesizing Linear Control Systems Based on a Convex Feasibility Problem Reformulation. | Xinyi Le, Jun Wang |
| 2013 | IJCNN | Neurodynamic optimization approaches to robust pole assignment based on alternative robustness measures. | Xinyi Le, Jun Wang |