Binbin Zhou

According to our database, Binbin Zhou authored at least 28 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

GENII: A graph neural network-based model for citywide litter prediction leveraging crowdsensing data.

Zhiting Wang, Yuhao Chen, Fanwei Zhu, Zengwei Zheng, Jianhua Ma, Binbin Zhou

Expert Syst. Appl., March, 2024

A Graph Neural Network with Imbalance-Aware Mechanism for Enhanced Fraud Detection.

Yuhao Chen, Zengwei Zheng, Jianhua Ma, Binbin Zhou

Proceedings of the 2024 IEEE Cyber Science and Technology Congress (CyberSciTech), 2024

2023

Unsupervised Domain Adaptation for Crime Risk Prediction Across Cities.

Binbin Zhou, Longbiao Chen, Sha Zhao, Shijian Li, Zengwei Zheng, Gang Pan

IEEE Trans. Comput. Soc. Syst., December, 2023

GoComfort: Comfortable Navigation for Autonomous Vehicles Leveraging High-Precision Road Damage Crowdsensing.

Longbiao Chen, Xin He, Xiantao Zhao, Han Li, Yunyi Huang, Binbin Zhou, Wei Chen, Yongchuan Li, Chenglu Wen, Cheng Wang

IEEE Trans. Mob. Comput., November, 2023

Forecasting credit default risk with graph attention networks.

Binbin Zhou, Jiayun Jin, Hang Zhou, Xuye Zhou, Longxiang Shi, Jianhua Ma, Zengwei Zheng

Electron. Commer. Res. Appl., November, 2023

CrowdQ: Predicting the Queue State of Hospital Emergency Department Using Crowdsensing Mobility Data-Driven Models.

Tieqi Shou, Zhuohan Ye, Yayao Hong, Zhiyuan Wang, Hang Zhu, Zhihan Jiang, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

TransFoxMol: predicting molecular property with focused attention.

Jian Gao, Zheyuan Shen, Yufeng Xie, Jialiang Lu, Yang Lu, Sikang Chen, Qingyu Bian, Yue Guo, Liteng Shen, Jian Wu, Binbin Zhou, Tingjun Hou, Qiaojun He, Jinxin Che, Xiaowu Dong

Briefings Bioinform., September, 2023

CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling.

Zhihan Jiang, Hang Zhu, Binbin Zhou, Chenhui Lu, Mingfei Sun, Xiaojuan Ma, Xiaoliang Fan, Cheng Wang, Longbiao Chen

IEEE Trans. Mob. Comput., March, 2023

Spatio-temporal analysis of urban crime leveraging multisource crowdsensed data.

Binbin Zhou, Longbiao Chen, Sha Zhao, Fangxun Zhou, Shijian Li, Gang Pan

Pers. Ubiquitous Comput., 2023

Policy Representation via Diffusion Probability Model for Reinforcement Learning.

Long Yang, Zhixiong Huang, Fenghao Lei, Yucun Zhong, Yiming Yang, Cong Fang, Shiting Wen, Binbin Zhou, Zhouchen Lin

CoRR, 2023

TEMPO: A transformer-based mutation prediction framework for SARS-CoV-2 evolution.

Binbin Zhou, Hang Zhou, Xue Zhang, Xiaobin Xu, Yi Chai, Zengwei Zheng, Alex ChiChung Kot, Zhan Zhou

Comput. Biol. Medicine, 2023

A Risk-aware Multi-objective Patrolling Route Optimization Method using Reinforcement Learning.

Haowen Chen, Yifan Wu, Weikun Wang, Zengwei Zheng, Jianhua Ma, Binbin Zhou

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2022

Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation.

Zhihan Jiang, Xin He, Chenhui Lu, Binbin Zhou, Xiaoliang Fan, Cheng Wang, Xiaojuan Ma, Edith C. H. Ngai, Longbiao Chen

IEEE Trans. Intell. Transp. Syst., 2022

Dynamic road crime risk prediction with urban open data.

Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Gang Pan

Frontiers Comput. Sci., 2022

DeepOffense: a recurrent network based approach for crime prediction.

Fangxun Zhou, Binbin Zhou, Sha Zhao, Gang Pan

CCF Trans. Pervasive Comput. Interact., 2022

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

Proceedings of the IEEE Smartworld, 2022

Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data.

Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen

Proceedings of the IEEE Smartworld, 2022

Multimodal Sarcasm Detection Based on Multimodal Sentiment Co-training.

Yi Liu, Zengwei Zheng, Binbin Zhou, Jianhua Ma, Lin Sun, Ruichen Xia

Proceedings of the IEEE Smartworld, 2022

Constrained Update Projection Approach to Safe Policy Optimization.

Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

ESCORT: Fine-Grained Urban Crime Risk Inference Leveraging Heterogeneous Open Data.

Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Sajal K. Das, Gang Pan

IEEE Syst. J., 2021

iTV: Inferring Traffic Violation-Prone Locations With Vehicle Trajectories and Road Environment Data.

Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jinchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang

IEEE Syst. J., 2021

2020

Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion.

Binbin Zhou, Sha Zhao, Longbiao Chen, Shijian Li, Zhaohui Wu, Gang Pan

ACM Trans. Intell. Syst. Technol., 2020

iTV: Inferring Traffic Violation-Prone Locations with Vehicle Trajectory and Road Environment Data.

Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jingchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang

CoRR, 2020

2019

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

Proceedings of the 2019 IEEE SmartWorld, 2019

2018

TSNAdb: A Database for Tumor-specific Neoantigens from Immunogenomics Data Analysis.

Jingcheng Wu, Wenyi Zhao, Binbin Zhou, Zhixi Su, Xun Gu, Zhan Zhou, Shuqing Chen

Genom. Proteom. Bioinform., 2018

2011

Adaptive Traffic Light Control of Multiple Intersections in WSN-Based ITS.

Binbin Zhou, Jiannong Cao, Hejun Wu

Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

2010

Adaptive Traffic Light Control in Wireless Sensor Network-Based Intelligent Transportation System.

Binbin Zhou, Jiannong Cao, Xiaoqin Zeng, Hejun Wu

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010