| 2025 | ICONIP | Comparison-Based Beam Search for Constructive NCO Approaches. | Xinwei Chen, Huiyuan Tian, Li Zhang, Runhe Huang, Shijian Li |
| 2025 | IJCNN | Boosting Zero-Shot Generalization Performance of Constructive NCO Approaches for Large-Scale TSP. | Xinwei Chen, Li Zhang, Shijian Li, Gang Pan |
| 2024 | ICML | Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning. | Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Ruifeng Chen, Zhilong Zhang, Xinwei Chen, Yang Yu |
| 2024 | IGARSS | Enhancing Sea Ice Type Classification from AI4Arctic Dataset Based On Regional Loss Representations. | Xinwei Chen, Muhammed Patel, Linlin Xu, Katharine Andrea Scott, David A. Clausi, Weimin Huang |
| 2023 | IGARSS | The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery. | Muhammed Patel, Xinwei Chen, Linlin Xu, Fernando J. Pena Cantu, Javier Noa Turnes, Neil C. Brubacher, David A. Clausi, Katharine Andrea Scott |
| 2023 | IGARSS | Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification. | Linlin Xu, Yuan Fang, Xinwei Chen, David A. Clausi |
| 2023 | IGARSS | Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery. | Fernando J. Pena Cantu, Xinwei Chen, Linlin Xu, Max Ian A. Manning, Katharine Andrea Scott, David A. Clausi |
| 2023 | IGARSS | Uncertainty-Incorporated Arctic Sea Ice Concentration Estimation Using Heteroscedastic Bayesian Neural Networks. | Xinwei Chen, Ray Valencia, Armina Soleymani, Katharine Andrea Scott, Mingzhe Jiang, Linln Xu, David A. Clausi |
| 2023 | WACV | Sea ice classification with dual-polarized SAR imagery: a hierarchical pipeline. | Xinwei Chen, Katharine Andrea Scott, Mingzhe Jiang, Yuan Fang, Linlin Xu, David A. Clausi |
| 2022 | ICPR | Uncertainty Analysis of Sea Ice and Open Water Classification on SAR Imagery Using a Bayesian CNN. | Xinwei Chen, Katharine Andrea Scott, David A. Clausi |
| 2022 | IGARSS | Sea Surface Wave Height Estimation and Improvement from Rain-Contaminated X-Band Nautical Radar Data. | Zhiding Yang, Weimin Huang, Xinwei Chen |
| 2022 | IGARSS | Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network. | Mingzhe Jiang, Xinwei Chen, Linlin Xu, David A. Clausi |
| 2021 | IGARSS | Evaluation and Mitigation of Rain Effect on Wave Direction Estimation from X-Band Marine Radar Data. | Zhiding Yang, Weimin Huang, Xinwei Chen |
| 2019 | AAAI | Generating Chinese Ci with Designated Metrical Structure. | Richong Zhang, Xinyu Liu, Xinwei Chen, Zhiyuan Hu, Zhaoqing Xu, Yongyi Mao |
| 2019 | ISPA | Modified Image Haze Removal Algorithm Based on Dark Channel Prior. | Junpeng Hu, Zuoyong Li, Xinwei Chen |