Guanjie Zheng

82 papers A* 21A 8Misc 1Journal 42Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
AMM: Adaptive Modularized Reinforcement Model for Multi-city Traffic Signal Control.
CoRR
Zherui Huang, Yicheng Liu, Chumeng Liang, Guanjie Zheng
2025 J jnl
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data.
ACM Trans. Knowl. Discov. Data
Jianping Zhou, Bin Lu, Zhanyu Liu, Siyu Pan, Xuejun Feng, Hua Wei, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2025 J jnl
Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting.
ACM Trans. Knowl. Discov. Data
Zhanyu Liu, Guanjie Zheng, Yanwei Yu
2025 J jnl
OSM+: Billion-Level Open Street Map Data Processing System for City-wide Experiments.
CoRR
Guanjie Zheng, Ziyang Su, Yiheng Wang, Yuhang Luo, Hongwei Zhang, Xuanhe Zhou, Linghe Kong, Fan Wu, Wen Ling
2025 A* conf
Safety-Critical Traffic Simulation with Adversarial Transfer of Driving Intentions.
ICRA
Zherui Huang, Xing Gao, Guanjie Zheng, Licheng Wen, Xuemeng Yang, Xiao Sun
2025 J jnl
Safety-Critical Traffic Simulation with Adversarial Transfer of Driving Intentions.
CoRR
Zherui Huang, Xing Gao, Guanjie Zheng, Licheng Wen, Xuemeng Yang, Xiao Sun
2025 J jnl
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning.
CoRR
Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, Xiuqi Yao, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai
2025 — conf
Supply Framework of Physical Machine Demand in Elastic Computing Service.
ECML/PKDD (8)
Zhanyu Liu, Xudong Zhang, Zhidong Hu, Xiejing Li, Fei Peng, Jian Zhou, Siyu Deng, Guanjie Zheng
2025 A* conf
UMGAD: Unsupervised Multiplex Graph Anomaly Detection.
ICDE
Xiang Li, Jianpeng Qi, Zhongying Zhao, Guanjie Zheng, Lei Cao, Junyu Dong, Yanwei Yu
2024 J jnl
AceMap: Knowledge Discovery through Academic Graph.
CoRR
Xinbing Wang, Luoyi Fu, Xiaoying Gan, Ying Wen, Guanjie Zheng, Jiaxin Ding, Liyao Xiang, Nanyang Ye, Meng Jin, Shiyu Liang, Bin Lu, Haiwen Wang, Yi Xu, Cheng Deng, Shao Zhang, Huquan Kang, Xingli Wang, Qi Li, Zhixin Guo, Jiexing Qi, Pan Liu, Yuyang Ren, Lyuwen Wu, Jungang Yang, Jianping Zhou, Chenghu Zhou
2024 J jnl
C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting.
CoRR
Chaolv Zeng, Zhanyu Liu, Guanjie Zheng, Linghe Kong
2024 A* conf
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting.
NeurIPS
Jianrong Ding, Zhanyu Liu, Guanjie Zheng, Haiming Jin, Linghe Kong
2024 J jnl
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting.
CoRR
Jianrong Ding, Zhanyu Liu, Guanjie Zheng, Haiming Jin, Linghe Kong
2024 A* conf
Dataset Condensation for Time Series Classification via Dual Domain Matching.
KDD
Zhanyu Liu, Ke Hao, Guanjie Zheng, Yanwei Yu
2024 J jnl
Dataset Condensation for Time Series Classification via Dual Domain Matching.
CoRR
Zhanyu Liu, Ke Hao, Guanjie Zheng, Yanwei Yu
2024 J jnl
Dual-Channel Multiplex Graph Neural Networks for Recommendation.
CoRR
Xiang Li, Chaofan Fu, Zhongying Zhao, Guanjie Zheng, Chao Huang, Junyu Dong, Yanwei Yu
2024 — conf
Frequency Enhanced Pre-training for Cross-City Few-shot Traffic Forecasting.
ECML/PKDD (2)
Zhanyu Liu, Jianrong Ding, Guanjie Zheng
2024 J jnl
Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting.
CoRR
Zhanyu Liu, Jianrong Ding, Guanjie Zheng
2024 J jnl
GeoKnowledgeFusion: A Platform for Multimodal Data Compilation from Geoscience Literature.
Remote. Sens.
Zhixin Guo, Chaoyang Wang, Jianping Zhou, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2024 J jnl
GeoViz: A Multi-View Visualization Platform for Spatio-temporal Knowledge Graph.
CoRR
Jianping Zhou, Junhao Li, Guanjie Zheng, Yunqiang Zhu, Xinbing Wang, Chenghu Zhou
2024 A* conf
Graph Data Condensation via Self-expressive Graph Structure Reconstruction.
KDD
Zhanyu Liu, Chaolv Zeng, Guanjie Zheng
2024 J jnl
Graph Data Condensation via Self-expressive Graph Structure Reconstruction.
CoRR
Zhanyu Liu, Chaolv Zeng, Guanjie Zheng
2024 J jnl
How Much Can Time-related Features Enhance Time Series Forecasting?
CoRR
Chaolv Zeng, Yuan Tian, Guanjie Zheng, Yunjun Gao
2024 A conf
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation.
CIKM
Jianping Zhou, Junhao Li, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2024 J jnl
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation.
CoRR
Jianping Zhou, Junhao Li, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2024 J jnl
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data.
CoRR
Jianping Zhou, Bin Lu, Zhanyu Liu, Siyu Pan, Xuejun Feng, Hua Wei, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2024 J jnl
Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting.
CoRR
Zhanyu Liu, Guanjie Zheng, Yanwei Yu
2024 — conf
New Teaching Philosophy of Theoretical Computer Science Courses in AI Era Data Structure as an Example.
COCOON (3)
Guanjie Zheng, Yiheng Wang, Ziyang Su, Yong Yu
2024 — conf
POI-Based Traffic Generation via Supervised Contrastive Learning on Reconstructed Graph.
DASFAA (1)
Ziyang Su, Zhanyu Liu, Jianrong Ding, Guanjie Zheng
2024 J jnl
Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method.
CoRR
Zhixin Guo, Tao Wang, Chaoyang Wang, Jianping Zhou, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2024 Misc conf
Towards Controlled Table-to-Text Generation with Scientific Reasoning.
ICASSP
Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, Chenghu Zhou
2024 J jnl
UMGAD: Unsupervised Multiplex Graph Anomaly Detection.
CoRR
Xiang Li, Jianpeng Qi, Zhongying Zhao, Guanjie Zheng, Lei Cao, Junyu Dong, Yanwei Yu
2024 A* conf
UrbanDataLayer: A Unified Data Pipeline for Urban Science.
NeurIPS
Yiheng Wang, Tianyu Wang, Yuying Zhang, Hongji Zhang, Haoyu Zheng, Guanjie Zheng, Linghe Kong
2024 J jnl
What can LLM tell us about cities?
CoRR
Zhuoheng Li, Yaochen Wang, Zhixue Song, Yuqi Huang, Rui Bao, Guanjie Zheng, Zhenhui Jessie Li
2023 A* conf
CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation.
KDD
Chumeng Liang, Zherui Huang, Yicheng Liu, Zhanyu Liu, Guanjie Zheng, Hanyuan Shi, Kan Wu, Yuhao Du, Fuliang Li, Zhenhui Jessie Li
2023 A conf
Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank.
CIKM
Zhanyu Liu, Guanjie Zheng, Yanwei Yu
2023 J jnl
Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank.
CoRR
Zhanyu Liu, Guanjie Zheng, Yanwei Yu
2023 — conf
FDTI: Fine-Grained Deep Traffic Inference with Roadnet-Enriched Graph.
ECML/PKDD (7)
Zhanyu Liu, Chumeng Liang, Guanjie Zheng, Hua Wei
2023 J jnl
FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph.
CoRR
Zhanyu Liu, Chumeng Liang, Guanjie Zheng, Hua Wei
2023 J jnl
Few-Shot Table-to-Text Generation with Prompt-based Adapter.
CoRR
Zhixin Guo, Mingxuan Yan, Jiexing Qi, Jianping Zhou, Ziwei He, Zhouhan Lin, Guanjie Zheng, Xinbing Wang
2023 — conf
GeoImageCut: A Toolkit for Image Cut from Geoscience Literature.
ACM TUR-C
Zhixin Guo, Guanjie Zheng, Xinbing Wang, Chenghu Zhou
2023 J jnl
HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling.
CoRR
Haoyu Geng, Guanjie Zheng, Zhengqing Han, Hua Wei, Zhenhui Li
2023 A* conf
Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling.
KDD
Chaofan Fu, Guanjie Zheng, Chao Huang, Yanwei Yu, Junyu Dong
2023 J jnl
Towards Controlled Table-to-Text Generation with Scientific Reasoning.
CoRR
Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, Chenghu Zhou
2023 A* conf
Uncertainty-aware Traffic Prediction under Missing Data.
ICDM
Hao Mei, Junxian Li, Zhiming Liang, Guanjie Zheng, Bin Shi, Hua Wei
2023 J jnl
Uncertainty-aware Traffic Prediction under Missing Data.
CoRR
Hao Mei, Junxian Li, Zhiming Liang, Guanjie Zheng, Bin Shi, Hua Wei
2022 J jnl
CBLab: Scalable Traffic Simulation with Enriched Data Supporting.
CoRR
Chumeng Liang, Zherui Huang, Yicheng Liu, Zhanyu Liu, Guanjie Zheng, Hanyuan Shi, Yuhao Du, Fuliang Li, Zhenhui Li
2022 A conf
CTRL: Cooperative Traffic Tolling via Reinforcement Learning.
CIKM
Yiheng Wang, Hexi Jin, Guanjie Zheng
2022 — conf
HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Haoyu Geng, Guanjie Zheng, Zhengqing Han, Hua Wei, Zhenhui Li
2022 — conf
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare.
BIBM
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Houping Xiao, Ting Wang, Fenglong Ma
2022 J jnl
Using a neural network - Physics-based hybrid model to predict soil reaction fronts.
Comput. Geosci.
Tao Wen, Chacha Chen, Guanjie Zheng, Joel Bandstra, Susan L. Brantley
2021 A* conf
Knowledge-based Residual Learning.
IJCAI
Guanjie Zheng, Chang Liu, Hua Wei, Porter Jenkins, Chacha Chen, Tao Wen, Zhenhui Li
2021 J jnl
Learning to Route via Theory-Guided Residual Network.
CoRR
Chang Liu, Guanjie Zheng, Zhenhui Li
2021 J jnl
Learning to Simulate on Sparse Trajectory Data.
CoRR
Hua Wei, Chacha Chen, Chang Liu, Guanjie Zheng, Zhenhui Li
2021 J jnl
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare.
CoRR
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Ting Wang, Fenglong Ma
2021 A* conf
Objective-aware Traffic Simulation via Inverse Reinforcement Learning.
IJCAI
Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li
2021 J jnl
Objective-aware Traffic Simulation via Inverse Reinforcement Learning.
CoRR
Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li
2021 A* conf
Overview of the 1st Workshop on City Brain Research.
KDD
Guanjie Zheng, Porter Jenkins, Yanyan Xu, Dongyao Chen
2021 A* conf
Rebuilding City-Wide Traffic Origin Destination from Road Speed Data.
ICDE
Guanjie Zheng, Chang Liu, Hua Wei, Chacha Chen, Zhenhui Li
2020 A conf
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.
CIKM
Huichu Zhang, Chang Liu, Weinan Zhang, Guanjie Zheng, Yong Yu
2020 J jnl
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.
CoRR
Chang Liu, Huichu Zhang, Weinan Zhang, Guanjie Zheng, Yong Yu
2020 A* conf
Learning to Simulate Vehicle Trajectories from Demonstrations.
ICDE
Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li
2020 — conf
Learning to Simulate on Sparse Trajectory Data.
ECML/PKDD (4)
Hua Wei, Chacha Chen, Chang Liu, Guanjie Zheng, Zhenhui Li
2020 A* conf
MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control.
AAAI
Xinshi Zang, Huaxiu Yao, Guanjie Zheng, Nan Xu, Kai Xu, Zhenhui Li
2020 J jnl
Recent Advances in Reinforcement Learning for Traffic Signal Control: A Survey of Models and Evaluation.
SIGKDD Explor.
Hua Wei, Guanjie Zheng, Vikash V. Gayah, Zhenhui Li
2020 A* conf
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control.
AAAI
Chacha Chen, Hua Wei, Nan Xu, Guanjie Zheng, Ming Yang, Yuanhao Xiong, Kai Xu, Zhenhui Li
2019 J jnl
A Survey on Traffic Signal Control Methods.
CoRR
Hua Wei, Guanjie Zheng, Vikash V. Gayah, Zhenhui Li
2019 A conf
CoLight: Learning Network-level Cooperation for Traffic Signal Control.
CIKM
Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li
2019 J jnl
CoLight: Learning Network-level Cooperation for Traffic Signal Control.
CoRR
Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li
2019 J jnl
Diagnosing Reinforcement Learning for Traffic Signal Control.
CoRR
Guanjie Zheng, Xinshi Zang, Nan Xu, Hua Wei, Zhengyao Yu, Vikash V. Gayah, Kai Xu, Zhenhui Li
2019 A conf
Learning Phase Competition for Traffic Signal Control.
CIKM
Guanjie Zheng, Yuanhao Xiong, Xinshi Zang, Jie Feng, Hua Wei, Huichu Zhang, Yong Li, Kai Xu, Zhenhui Li
2019 J jnl
Learning Phase Competition for Traffic Signal Control.
CoRR
Guanjie Zheng, Yuanhao Xiong, Xinshi Zang, Jie Feng, Hua Wei, Huichu Zhang, Yong Li, Kai Xu, Zhenhui Li
2019 A conf
Learning Traffic Signal Control from Demonstrations.
CIKM
Yuanhao Xiong, Guanjie Zheng, Kai Xu, Zhenhui Li
2019 A* conf
PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network.
KDD
Hua Wei, Chacha Chen, Guanjie Zheng, Kan Wu, Vikash V. Gayah, Kai Xu, Zhenhui Li
2019 A* conf
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction.
AAAI
Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li
2019 — conf
Targeted Knowledge Transfer for Learning Traffic Signal Plans.
PAKDD (2)
Nan Xu, Guanjie Zheng, Kai Xu, Yanmin Zhu, Zhenhui Li
2019 J jnl
Targeted Source Detection for Environmental Data.
CoRR
Guanjie Zheng, Mengqi Liu, Tao Wen, Hongjian Wang, Huaxiu Yao, Susan L. Brantley, Zhenhui Li
2018 A* conf
DRN: A Deep Reinforcement Learning Framework for News Recommendation.
WWW
Guanjie Zheng, Fuzheng Zhang, Zihan Zheng, Yang Xiang, Nicholas Jing Yuan, Xing Xie, Zhenhui Li
2018 A* conf
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control.
KDD
Hua Wei, Guanjie Zheng, Huaxiu Yao, Zhenhui Li
2018 J jnl
Modeling Spatial-Temporal Dynamics for Traffic Prediction.
CoRR
Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Yanwei Yu, Zhenhui Li
2017 A* conf
Contextual Spatial Outlier Detection with Metric Learning.
KDD
Guanjie Zheng, Susan L. Brantley, Thomas Lauvaux, Zhenhui Li
2017 A conf
Discovery of Causal Time Intervals.
SDM
Zhenhui Li, Guanjie Zheng, Amal Agarwal, Lingzhou Xue, Thomas Lauvaux