Zhenhui Li

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2009–2025

Best venue rank

Where they publish

Papers

69 indexed papers, newest first.

Year	Venue	Title	Authors
2025	IROS	LLM-CBT: LLM-Driven Closed-Loop Behavior Tree Planning for Heterogeneous UAV-UGV Swarm Collaboration.	Yuanyuan Tian, Weilong Song, Jinna Fu, Zhenhui Li, Chenyu Fang, Linbo Wang, Wanyang Hu, Yabo Liu
2024	AAAI	Improving IP Geolocation With Target-Centric IP Graph (Student Abstract).	Kai Yang, Jiayang Li, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang
2024	CGI	FMA-YOLO: An Algorithm for Detecting Vehicles and Pedestrians in Infrared Road Scenarios.	Xin Cong, Zhenhui Li, Lingling Zi
2024	ICASSP	Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck.	Kai Yang, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang, Fan Zhou
2023	MICCAI	Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images.	Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen
2023	MICCAI	MoSID: Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation.	Jiadong Zhang, Qianqian Chen, Luping Zhou, Zhiming Cui, Fei Gao, Zhenhui Li, Qianjin Feng, Dinggang Shen
2022	AAAI	Bayesian Model-Based Offline Reinforcement Learning for Product Allocation.	Porter Jenkins, Hua Wei, J. Stockton Jenkins, Zhenhui Li
2022	CIKM	The Third Workshop on Data-driven Intelligent Transportation.	Hua Wei, Guni Sharon, Cathy Wu, Sanjay Chawla, Zhenhui Li
2022	UIC	HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling.	Haoyu Geng, Guanjie Zheng, Zhengqing Han, Hua Wei, Zhenhui Li
2021	AAAI	How Do We Move: Modeling Human Movement with System Dynamics.	Hua Wei, Dongkuan Xu, Junjie Liang, Zhenhui Li
2021	AAAI	Neural Utility Functions.	Porter Jenkins, Ahmad Farag, J. Stockton Jenkins, Huaxiu Yao, Suhang Wang, Zhenhui Li
2021	ICDE	Rebuilding City-Wide Traffic Origin Destination from Road Speed Data.	Guanjie Zheng, Chang Liu, Hua Wei, Chacha Chen, Zhenhui Li
2021	ICML	Improving Generalization in Meta-learning via Task Augmentation.	Huaxiu Yao, Long-Kai Huang, Linjun Zhang, Ying Wei, Li Tian, James Zou, Junzhou Huang, Zhenhui Li
2021	IJCAI	Boosting Offline Reinforcement Learning with Residual Generative Modeling.	Hua Wei, Deheng Ye, Zhao Liu, Hao Wu, Bo Yuan, Qiang Fu, Wei Yang, Zhenhui Li
2021	IJCAI	Knowledge-based Residual Learning.	Guanjie Zheng, Chang Liu, Hua Wei, Porter Jenkins, Chacha Chen, Tao Wen, Zhenhui Li
2021	IJCAI	Objective-aware Traffic Simulation via Inverse Reinforcement Learning.	Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li
2020	AAAI	Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control.	Chacha Chen, Hua Wei, Nan Xu, Guanjie Zheng, Ming Yang, Yuanhao Xiong, Kai Xu, Zhenhui Li
2020	AAAI	Graph Few-Shot Learning via Knowledge Transfer.	Huaxiu Yao, Chuxu Zhang, Ying Wei, Meng Jiang, Suhang Wang, Junzhou Huang, Nitesh V. Chawla, Zhenhui Li
2020	AAAI	MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control.	Xinshi Zang, Huaxiu Yao, Guanjie Zheng, Nan Xu, Kai Xu, Zhenhui Li
2020	AAAI	Few-Shot Knowledge Graph Completion.	Chuxu Zhang, Huaxiu Yao, Chao Huang, Meng Jiang, Zhenhui Li, Nitesh V. Chawla
2020	ICDE	Learning to Simulate Vehicle Trajectories from Demonstrations.	Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li
2020	ICLR	Automated Relational Meta-learning.	Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li
2020	KDD	Learning with Small Data.	Huaxiu Yao, Xiaowei Jia, Vipin Kumar, Zhenhui Li
2020	WSDM	Learning with Small Data.	Zhenhui Li, Huaxiu Yao, Fenglong Ma
2019	AAAI	Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.	Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li
2019	CIKM	Unsupervised Representation Learning of Spatial Data via Multimodal Embedding.	Porter Jenkins, Ahmad Farag, Suhang Wang, Zhenhui Li
2019	CIKM	CoLight: Learning Network-level Cooperation for Traffic Signal Control.	Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li
2019	CIKM	Learning Traffic Signal Control from Demonstrations.	Yuanhao Xiong, Guanjie Zheng, Kai Xu, Zhenhui Li
2019	CIKM	Learning Phase Competition for Traffic Signal Control.	Guanjie Zheng, Yuanhao Xiong, Xinshi Zang, Jie Feng, Hua Wei, Huichu Zhang, Yong Li, Kai Xu, Zhenhui Li
2019	ICML	Hierarchically Structured Meta-learning.	Huaxiu Yao, Ying Wei, Junzhou Huang, Zhenhui Li
2019	KDD	PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network.	Hua Wei, Chacha Chen, Guanjie Zheng, Kan Wu, Vikash V. Gayah, Kai Xu, Zhenhui Li
2019	PAKDD	Targeted Knowledge Transfer for Learning Traffic Signal Plans.	Nan Xu, Guanjie Zheng, Kai Xu, Yanmin Zhu, Zhenhui Li
2019	WWW	Learning Task-Specific City Region Partition.	Hongjian Wang, Porter Jenkins, Hua Wei, Fei Wu, Zhenhui Li
2019	WWW	Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction.	Huaxiu Yao, Yiding Liu, Ying Wei, Xianfeng Tang, Zhenhui Li
2019	WWW	CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.	Huichu Zhang, Siyuan Feng, Chang Liu, Yaoyao Ding, Yichen Zhu, Zihan Zhou, Weinan Zhang, Yong Yu, Haiming Jin, Zhenhui Li
2018	AAAI	Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction.	Huaxiu Yao, Fei Wu, Jintao Ke, Xianfeng Tang, Yitian Jia, Siyu Lu, Pinghua Gong, Jieping Ye, Zhenhui Li
2018	CIKM	Detecting Outliers in Data with Correlated Measures.	Yu-Hsuan Kuo, Zhenhui Li, Daniel Kifer
2018	DASFAA	Representation Learning for Large-Scale Dynamic Networks.	Yanwei Yu, Huaxiu Yao, Hongjian Wang, Xianfeng Tang, Zhenhui Li
2018	KDD	IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control.	Hua Wei, Guanjie Zheng, Huaxiu Yao, Zhenhui Li
2018	PAKDD	Context-Aware Location Annotation on Mobility Records Through User Grouping.	Yong Zhang, Hua Wei, Xuelian Lin, Fei Wu, Zhenhui Li, Kaiheng Chen, Yuandong Wang, Jie Xu
2018	WWW	DRN: A Deep Reinforcement Learning Framework for News Recommendation.	Guanjie Zheng, Fuzheng Zhang, Zihan Zheng, Yang Xiang, Nicholas Jing Yuan, Xing Xie, Zhenhui Li
2018	SIGIR	SIGIR 2018 Workshop on Intelligent Transportation Informatics.	Yan Liu, Zhenhui Li, Wei Ai, Lingyu Zhang
2017	CIKM	Region Representation Learning via Mobility Flow.	Hongjian Wang, Zhenhui Li
2017	KDD	Structural Event Detection from Log Messages.	Fei Wu, Pranay Anchuri, Zhenhui Li
2017	KDD	Contextual Spatial Outlier Detection with Metric Learning.	Guanjie Zheng, Susan L. Brantley, Thomas Lauvaux, Zhenhui Li
2017	SDM	Discovery of Causal Time Intervals.	Zhenhui Li, Guanjie Zheng, Amal Agarwal, Lingzhou Xue, Thomas Lauvaux
2016	CIKM	Where Did You Go: Personalized Annotation of Mobility Records.	Fei Wu, Zhenhui Li
2016	KDD	Crime Rate Inference with Big Data.	Hongjian Wang, Daniel Kifer, Corina Graif, Zhenhui Li
2015	WWW	Semantic Annotaion of Mobility Data using Social Media.	Fei Wu, Zhenhui Li, Wang-Chien Lee, Hongjian Wang, Zhuojie Huang
2015	WWW	SemMobi: A Semantic Annotation System for Mobility Data.	Fei Wu, Hongjian Wang, Zhenhui Li, Wang-Chien Lee, Zhuojie Huang
2014	ICDM	PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors.	Hongjian Wang, Zhenhui Li, Wang-Chien Lee
2014	PAKDD	Mining GPS Data for Trajectory Recommendation.	Peifeng Yin, Mao Ye, Wang-Chien Lee, Zhenhui Li
2013	CIKM	Can back-of-the-book indexes be automatically created?	Zhaohui Wu, Zhenhui Li, Prasenjit Mitra, C. Lee Giles
2013	DocEng	Searching online book documents and analyzing book citations.	Zhaohui Wu, Sujatha Das, Zhenhui Li, Prasenjit Mitra, C. Lee Giles
2013	ICDM	Mining Following Relationships in Movement Data.	Zhenhui Li, Fei Wu, Margaret Crofoot
2013	IROS	Development of a wall-climbing robot with biped-wheel hybrid locomotion mechanism.	Weiguang Dong, Hongguang Wang, Zhenhui Li, Yong Jiang, Jizhong Xiao
2012	CIKM	Enabling direct interest-aware audience selection.	Ariel Fuxman, Anitha Kannan, Zhenhui Li, Panayiotis Tsaparas
2012	KDD	Mining event periodicity from incomplete observations.	Zhenhui Li, Jingjing Wang, Jiawei Han
2011	AAAI	Learning a Kernel for Multi-Task Clustering.	Quanquan Gu, Zhenhui Li, Jiawei Han
2011	CIKM	Correlated multi-label feature selection.	Quanquan Gu, Zhenhui Li, Jiawei Han
2011	IJCAI	Joint Feature Selection and Subspace Learning.	Quanquan Gu, Zhenhui Li, Jiawei Han
2011	SIGMOD	Differentially private data cubes: optimizing noise sources and consistency.	Bolin Ding, Marianne Winslett, Jiawei Han, Zhenhui Li
2011	UAI	Generalized Fisher Score for Feature Selection.	Quanquan Gu, Zhenhui Li, Jiawei Han
2010	DASFAA	Mining Moving Object, Trajectory and Traffic Data.	Jiawei Han, Zhenhui Li, Lu-An Tang
2010	DASFAA	Incremental Clustering for Trajectories.	Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han
2010	KDD	Mining periodic behaviors for moving objects.	Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye
2010	WWW	Keyword extraction for social snippets.	Zhenhui Li, Ding Zhou, Yun-Fang Juan, Jiawei Han
2010	SIGMOD	MoveMine: mining moving object databases.	Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays
2009	ICDE	Temporal Outlier Detection in Vehicle Traffic Data.	Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee