Binbin Zhou

31 papers A* 2B 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Guardnet: an imbalance-aware graph neural network for fraud detection.
Data Min. Knowl. Discov.
Yuhao Chen, Fanwei Zhu, Zengwei Zheng, Jianhua Ma, Binbin Zhou
2026 J jnl
Identification of cancer mini-drivers by deciphering selective landscape in the cancer genome.
Briefings Bioinform.
Xunuo Zhu, Wenyi Zhao, Siqi Wang, Jingwen Yang, Jingqi Zhou, Binbin Zhou, Ji Cao, Bo Yang, Zhan Zhou, Xun Gu
2025 A* conf
KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis.
IJCAI
Anchen Lin, Weikun Wang, Haijun Han, Fanwei Zhu, Qi Ma, Zengwei Zheng, Binbin Zhou
2024 — conf
A Graph Neural Network with Imbalance-Aware Mechanism for Enhanced Fraud Detection.
CyberSciTech
Yuhao Chen, Zengwei Zheng, Jianhua Ma, Binbin Zhou
2024 J jnl
GENII: A graph neural network-based model for citywide litter prediction leveraging crowdsensing data.
Expert Syst. Appl.
Zhiting Wang, Yuhao Chen, Fanwei Zhu, Zengwei Zheng, Jianhua Ma, Binbin Zhou
2023 B conf
A Risk-aware Multi-objective Patrolling Route Optimization Method using Reinforcement Learning.
ICPADS
Haowen Chen, Yifan Wu, Weikun Wang, Zengwei Zheng, Jianhua Ma, Binbin Zhou
2023 J jnl
CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling.
IEEE Trans. Mob. Comput.
Zhihan Jiang, Hang Zhu, Binbin Zhou, Chenhui Lu, Mingfei Sun, Xiaojuan Ma, Xiaoliang Fan, Cheng Wang, Longbiao Chen
2023 J jnl
CrowdQ: Predicting the Queue State of Hospital Emergency Department Using Crowdsensing Mobility Data-Driven Models.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Tieqi Shou, Zhuohan Ye, Yayao Hong, Zhiyuan Wang, Hang Zhu, Zhihan Jiang, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen
2023 J jnl
Forecasting credit default risk with graph attention networks.
Electron. Commer. Res. Appl.
Binbin Zhou, Jiayun Jin, Hang Zhou, Xuye Zhou, Longxiang Shi, Jianhua Ma, Zengwei Zheng
2023 J jnl
GoComfort: Comfortable Navigation for Autonomous Vehicles Leveraging High-Precision Road Damage Crowdsensing.
IEEE Trans. Mob. Comput.
Longbiao Chen, Xin He, Xiantao Zhao, Han Li, Yunyi Huang, Binbin Zhou, Wei Chen, Yongchuan Li, Chenglu Wen, Cheng Wang
2023 J jnl
Policy Representation via Diffusion Probability Model for Reinforcement Learning.
CoRR
Long Yang, Zhixiong Huang, Fenghao Lei, Yucun Zhong, Yiming Yang, Cong Fang, Shiting Wen, Binbin Zhou, Zhouchen Lin
2023 J jnl
Spatio-temporal analysis of urban crime leveraging multisource crowdsensed data.
Pers. Ubiquitous Comput.
Binbin Zhou, Longbiao Chen, Sha Zhao, Fangxun Zhou, Shijian Li, Gang Pan
2023 J jnl
TEMPO: A transformer-based mutation prediction framework for SARS-CoV-2 evolution.
Comput. Biol. Medicine
Binbin Zhou, Hang Zhou, Xue Zhang, Xiaobin Xu, Yi Chai, Zengwei Zheng, Alex ChiChung Kot, Zhan Zhou
2023 J jnl
TransFoxMol: predicting molecular property with focused attention.
Briefings Bioinform.
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
2023 J jnl
Unsupervised Domain Adaptation for Crime Risk Prediction Across Cities.
IEEE Trans. Comput. Soc. Syst.
Binbin Zhou, Longbiao Chen, Sha Zhao, Shijian Li, Zengwei Zheng, Gang Pan
2022 A* conf
Constrained Update Projection Approach to Safe Policy Optimization.
NeurIPS
Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan
2022 J jnl
Constrained Update Projection Approach to Safe Policy Optimization.
CoRR
Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan
2022 J jnl
DeepOffense: a recurrent network based approach for crime prediction.
CCF Trans. Pervasive Comput. Interact.
Fangxun Zhou, Binbin Zhou, Sha Zhao, Gang Pan
2022 J jnl
Dynamic road crime risk prediction with urban open data.
Frontiers Comput. Sci.
Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Gang Pan
2022 — conf
GENII: A Graph Neural Network-based Model for Citywide Litter Prediction Leveraging Crowdsensing Data.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Zhiting Wang, Yongxiao Bao, Zengwei Zheng, Xiaowei Zhou, Jianhua Ma, Binbin Zhou
2022 — conf
Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Tieqi Shou, Zhiyuan Wang, Shang Shi, Dingqi Yang, Binbin Zhou, Cheng Wang, Longbiao Chen
2022 — conf
Multimodal Sarcasm Detection Based on Multimodal Sentiment Co-training.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Yi Liu, Zengwei Zheng, Binbin Zhou, Jianhua Ma, Lin Sun, Ruichen Xia
2022 J jnl
Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation.
IEEE Trans. Intell. Transp. Syst.
Zhihan Jiang, Xin He, Chenhui Lu, Binbin Zhou, Xiaoliang Fan, Cheng Wang, Xiaojuan Ma, Edith C. H. Ngai, Longbiao Chen
2021 J jnl
ESCORT: Fine-Grained Urban Crime Risk Inference Leveraging Heterogeneous Open Data.
IEEE Syst. J.
Binbin Zhou, Longbiao Chen, Fangxun Zhou, Shijian Li, Sha Zhao, Sajal K. Das, Gang Pan
2021 J jnl
iTV: Inferring Traffic Violation-Prone Locations With Vehicle Trajectories and Road Environment Data.
IEEE Syst. J.
Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jinchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang
2020 J jnl
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion.
ACM Trans. Intell. Syst. Technol.
Binbin Zhou, Sha Zhao, Longbiao Chen, Shijian Li, Zhaohui Wu, Gang Pan
2020 J jnl
iTV: Inferring Traffic Violation-Prone Locations with Vehicle Trajectory and Road Environment Data.
CoRR
Zhihan Jiang, Longbiao Chen, Binbin Zhou, Jingchun Huang, Tianqi Xie, Xiaoliang Fan, Cheng Wang
2019 — conf
iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen
2018 J jnl
TSNAdb: A Database for Tumor-specific Neoantigens from Immunogenomics Data Analysis.
Genom. Proteom. Bioinform.
Jingcheng Wu, Wenyi Zhao, Binbin Zhou, Zhixi Su, Xun Gu, Zhan Zhou, Shuqing Chen
2011 — conf
Adaptive Traffic Light Control of Multiple Intersections in WSN-Based ITS.
VTC Spring
Binbin Zhou, Jiannong Cao, Hejun Wu
2010 — conf
Adaptive Traffic Light Control in Wireless Sensor Network-Based Intelligent Transportation System.
VTC Fall
Binbin Zhou, Jiannong Cao, Xiaoqin Zeng, Hejun Wu