| 2025 | IJCAI | KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis. | Anchen Lin, Weikun Wang, Haijun Han, Fanwei Zhu, Qi Ma, Zengwei Zheng, Binbin Zhou |
| 2023 | ICPADS | A Risk-aware Multi-objective Patrolling Route Optimization Method using Reinforcement Learning. | Haowen Chen, Yifan Wu, Weikun Wang, Zengwei Zheng, Jianhua Ma, Binbin Zhou |
| 2022 | HCI | Innovative Design of Chinese Traditional Textile Patterns Based on Conditional Generative Adversarial Network. | Miao Liu, Binbin Zhou |
| 2022 | UIC | Multimodal Sarcasm Detection Based on Multimodal Sentiment Co-training. | Yi Liu, Zengwei Zheng, Binbin Zhou, Jianhua Ma, Lin Sun, Ruichen Xia |
| 2022 | UIC | Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data. | Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen |
| 2022 | UIC | GENII: A Graph Neural Network-based Model for Citywide Litter Prediction Leveraging Crowdsensing Data. | Zhiting Wang, Yongxiao Bao, Zengwei Zheng, Xiaowei Zhou, Jianhua Ma, Binbin Zhou |
| 2019 | UIC | iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data. | Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen |
| 2012 | HPCC | Reform and Practice on ITO Talents Training of Software-related Specialties in Applied-oriented Undergraduate Universities. | Shiping Ye, Chaoxiang Chen, Binbin Zhou, Guoyong Dai |
| 2011 | VTC | Adaptive Traffic Light Control of Multiple Intersections in WSN-Based ITS. | Binbin Zhou, Jiannong Cao, Hejun Wu |
| 2011 | TrustCom | Study and Practice on Teaching Team Construction of Computer Specialties in Private Undergraduate Universities and Colleges. | Chaoxiang Chen, Shiping Ye, Binbin Zhou, Guoyong Dai |
| 2010 | VTC | Adaptive Traffic Light Control in Wireless Sensor Network-Based Intelligent Transportation System. | Binbin Zhou, Jiannong Cao, Xiaoqin Zeng, Hejun Wu |