Zheng, Guanjie
- Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
2018/03/03 by Huaxiu Yao, Yao, Huaxiu, Xianfeng Tang +7 · 8 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- A Survey on Traffic Signal Control Methods
2019/04/17 by Wei, Hua, Zheng, Guanjie, Gayah, Vikash +1 · 8 citations
#68Txx #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Phase Competition for Traffic Signal Control
2019/05/12 by Zheng, Guanjie, Xiong, Yuanhao, Zang, Xinshi +6 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Diagnosing Reinforcement Learning for Traffic Signal Control
2019/05/12 by Guanjie Zheng, Zheng, Guanjie, Xinshi Zang +13 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management
- Graph Data Condensation via Self-expressive Graph Structure Reconstruction
2024/03/12 by Liu, Zhanyu, Zeng, Chaolv, Zheng, Guanjie · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank
2023/08/17 by Zhanyu Liu, Liu, Zhanyu, Yanwei Yu +2 · 2 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
2025/06/12 by Yuhao Zhou, Zhou, Yuhao, Yiheng Wang +50 · 8 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Dual-Channel Multiplex Graph Neural Networks for Recommendation
2024/03/18 by Li, Xiang, Fu, Chaofan, Zhao, Zhongying +4 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Learning to Simulate on Sparse Trajectory Data
2021/03/22 by Hua Wei, Chacha Chen, Wei, Hua +7 · 1 citation
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting
2024/06/03 by Zhanyu Liu, Liu, Zhanyu, Jianrong Ding +3 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- How Much Can Time-related Features Enhance Time Series Forecasting?
2024/12/02 by Zeng, Chaolv, Tian, Yuan, Zheng, Guanjie +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation
2022/10/03 by Chumeng Liang, Liang, Chumeng, Zherui Huang +15 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Physics and Society (physics.soc-ph) #Software Engineering (cs.SE) #Traffic Prediction and Management Techniques #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #and Cluster Computing (cs.DC)
- Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting
2024/02/01 by Zhanyu Liu, Liu, Zhanyu, Guanjie Zheng +3 · 1 citation
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- Dataset Condensation for Time Series Classification via Dual Domain Matching
2024/03/12 by Liu, Zhanyu, Hao, Ke, Zheng, Guanjie +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting
2024/06/04 by Jianrong Ding, Ding, Jianrong, Zhanyu Liu +7 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
2024/06/05 by Zhou, Jianping, Lu, Bin, Liu, Zhanyu +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What can LLM tell us about cities?
2024/11/25 by Li, Zhuoheng, Wang, Yaochen, Song, Zhixue +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)