| 2025 | GLOBECOM | An Enhanced Neural Communication Platform for Through-body Communication. | Huiyu Luo, Kun Deng, Ying Qin, Junfang Zhang, Lin Lin |
| 2025 | IROS | Aerobatic Maneuver Planning for Tilt-rotor UAVs Based on Multi-Modal Consistent Dynamic Model. | Hongpeng Wang, Qinghao Zhang, Jianping Zong, Zhiwen Duan, Kun Deng, Chuanyu Sun, Jianda Han |
| 2025 | VTC | An Integral Automotive SAR Imaging Algorithm via Omega-K and Contrast-Based WPGA. | Kun Deng, Lu Zhang, Chenxiao Yin, Xinran Tian, Zhanye Chen, Jie Li, Yan Huang |
| 2024 | GLOBECOM | Channel Parameter Estimation of Neural Communication Based on Deep Learning. | Kun Deng, Huiyu Luo, Wenxu Zhang, Ying Qin, Junfang Zhang, Yuman Yuan, Yuhan Wei, Lin Lin |
| 2024 | HealthCom | Athlete Training Assistance System Based on Digital Twin Technology and Wireless Body Area Network. | Linhai Chen, Kun Deng, Qi Wang, Zhimin Zheng, Fuqiang Liu, Chunfeng Cui, Lin Lin |
| 2022 | EMNLP | Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. | Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He |
| 2021 | IJCNN | ADKGN: An Attentive Dynamic Knowledge Graph Network for Sequential Recommendation. | Mengqiu Yao, Liqiang Song, Ye Bi, Wei Wang, Kun Deng, Jianming Wang, Jing Xiao, Xiaoyun Lin, Zhaojun Gui |
| 2020 | IJCNN | Improving Relation Classification by Incorporating Dependency and Semantic Information. | Kun Deng, Shaochun Wu |
| 2019 | ICANN | An Attention-Based ID-CNNs-CRF Model for Named Entity Recognition on Clinical Electronic Medical Records. | Ming Gao, Qifeng Xiao, Shaochun Wu, Kun Deng |
| 2014 | ICMLA | Budgeted Learning for Developing Personalized Treatment. | Kun Deng, Russ Greiner, Susan A. Murphy |
| 2013 | UIC | Tagpref: User Preference Modeling by Social Tagging. | Wei Hu, Yaoxue Zhang, Yuezhi Zhou, Kun Deng |
| 2011 | UAI | Active Learning for Developing Personalized Treatment. | Kun Deng, Joelle Pineau, Susan A. Murphy |
| 2010 | ICDM | Active Learning from Multiple Noisy Labelers with Varied Costs. | Yaling Zheng, Stephen Scott, Kun Deng |
| 2007 | GRC | Research of Web Pages Categorization. | Zhongda Lin, Kun Deng, Yanfen Hong |
| 2007 | ICDM | Bandit-Based Algorithms for Budgeted Learning. | Kun Deng, Chris Bourke, Stephen Scott, Julie Sunderman, Yaling Zheng |
| 2006 | ICDM | Active Learning to Maximize Area Under the ROC Curve. | Matt Culver, Kun Deng, Stephen Scott |
| 2005 | ICDM | Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning. | Thomas Takeo Osugi, Kun Deng, Stephen Scott |
| 2000 | Interspeech | A high-efficiency scheme for secure speech transmission using spatiotemporal chaos synchronization. | Jinyu Kiang, Kun Deng, Ronghuai Huang |