Zhenning Li

86 papers A* 15A 1Journal 69Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving With LLMs and Chain-of-Thought Prompting.
IEEE Trans. Artif. Intell.
Haicheng Liao, Hanlin Kong, Bonan Wang, Chengyue Wang, Kanye Ye Wang, Zhengbing He, Chengzhong Xu, Zhenning Li
2026 A* conf
Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving.
AAAI
Bin Rao, Chengyue Wang, Haicheng Liao, Qianfang Wang, Yanchen Guan, Jiaxun Zhang, Xingcheng Liu, Meixin Zhu, Kanye Ye Wang, Zhenning Li
2026 J jnl
Enhancing Trust Management System for Connected Autonomous Vehicles Using Machine Learning Methods: A Survey.
IEEE Trans. Intell. Transp. Syst.
Qian Xu, Lei Zhang, Yixiao Liu, Zhenning Li
2026 A* conf
Predict and Resist: Long-Term Accident Anticipation Under Sensor Noise.
AAAI
Xingcheng Liu, Bin Rao, Yanchen Guan, Chengyue Wang, Haicheng Liao, Jiaxun Zhang, Chengyu Lin, Meixin Zhu, Zhenning Li
2025 J jnl
AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction.
CoRR
Bin Rao, Haicheng Liao, Yanchen Guan, Chengyue Wang, Bonan Wang, Jiaxun Zhang, Zhenning Li
2025 J jnl
Addressing Corner Cases in Autonomous Driving: A World Model-based Approach with Mixture of Experts and LLMs.
CoRR
Haicheng Liao, Bonan Wang, Junxian Yang, Chengyue Wang, Zhengbin He, Guohui Zhang, Chengzhong Xu, Zhenning Li
2025 J jnl
Alternating interaction fusion of Image-Point cloud for Multi-Modal 3D object detection.
Adv. Eng. Informatics
Guofa Li, Haifeng Lu, Jie Li, Zhenning Li, Qingkun Li, Xiangyun Ren, Ling Zheng
2025 A* conf
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction.
IJCAI
Bonan Wang, Haicheng Liao, Chengyue Wang, Bin Rao, Yanchen Guan, Guyang Yu, Jiaxun Zhang, Songning Lai, Chengzhong Xu, Zhenning Li
2025 J jnl
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction.
CoRR
Bonan Wang, Haicheng Liao, Chengyue Wang, Bin Rao, Yanchen Guan, Guyang Yu, Jiaxun Zhang, Songning Lai, Chengzhong Xu, Zhenning Li
2025 J jnl
Chain-of-Thought Guided Multimodal Large Language Models for Scene-Aware Accident Anticipation in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst.
Haicheng Liao, Bin Rao, Haoyu Sun, Chengyue Wang, Qing Chang, Shengbo Eben Li, Chengzhong Xu, Zhenning Li
2025 J jnl
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting.
CoRR
Haicheng Liao, Hanlin Kong, Bonan Wang, Chengyue Wang, Wang Ye, Zhengbing He, Cheng-Zhong Xu, Zhenning Li
2025 J jnl
Cooperative Safety Intelligence in V2X-Enabled Transportation: A Survey.
CoRR
Jiaxun Zhang, Qian Xu, Zhenning Li, Cheng-Zhong Xu, Keqiang Li
2025 J jnl
Cross-Driver Domain Generalization for Improved Drowsiness Recognition Based on EEG Signals.
IEEE Trans. Intell. Transp. Syst.
Guofa Li, Long Zhang, Delin Ouyang, Qingkun Li, Zhenning Li, Shengbo Eben Li, Paul Green, Cristina Olaverri-Monreal
2025 J jnl
DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles.
Inf. Fusion
Chengyue Wang, Haicheng Liao, Kaiqun Zhu, Guohui Zhang, Zhenning Li
2025 A* conf
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving.
ICRA
Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue
2025 J jnl
Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving.
CoRR
Bin Rao, Chengyue Wang, Haicheng Liao, Qianfang Wang, Yanchen Guan, Jiaxun Zhang, Xingcheng Liu, Meixin Zhu, Kanye Ye Wang, Zhenning Li
2025 J jnl
Digital Twin-Based Driver Risk-Aware Predictive Mobility Analytics for Real-Time Situational Awareness Through Cooperative Sensing.
IEEE Trans. Intell. Transp. Syst.
Tao Li, Zilin Bian, Haozhe Lei, Fan Zuo, Ya-Ting Yang, Quanyan Zhu, Zhenning Li, Zhibin Chen, Kaan Ozbay
2025 J jnl
Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation.
CoRR
Yanchen Guan, Haicheng Liao, Chengyue Wang, Bonan Wang, Jiaxun Zhang, Jia Hu, Zhenning Li
2025 J jnl
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving.
CoRR
Yihong Tang, Haicheng Liao, Tong Nie, Junlin He, Ao Qu, Kehua Chen, Wei Ma, Zhenning Li, Lijun Sun, Chengzhong Xu
2025 J jnl
Emotions in Fandom Crowdfunding: Investigating How Online Interactions Affect Collaborative Monetary Activities.
ACM Trans. Comput. Hum. Interact.
Molly Zhuangtong Huang, Zhicong Lu, Caishi Huang, Zhenning Li, Hantao Zhao, Xiaobo Zhou, Dazhao Cheng, Kanye Ye Wang
2025 A* conf
Eyes on the Road, Mind Beyond Vision: Context-Aware Multi-modal Enhanced Risk Anticipation.
ACM Multimedia
Jiaxun Zhang, Haicheng Liao, Yumu Xie, Chengyue Wang, Yanchen Guan, Bin Rao, Zhenning Li
2025 J jnl
Eyes on the Road, Mind Beyond Vision: Context-Aware Multi-modal Enhanced Risk Anticipation.
CoRR
Jiaxun Zhang, Haicheng Liao, Yumu Xie, Chengyue Wang, Yanchen Guan, Bin Rao, Zhenning Li
2025 J jnl
Human-Machine Shared Control Approach for the Takeover of Cooperative Adaptive Cruise Control.
IEEE Trans. Intell. Transp. Syst.
Haoran Wang, Zhexi Lian, Zhenning Li, Jiawei Wang, Arno Eichberger, Jia Hu, Yongyu Chen, Yongji Gao
2025 J jnl
LATTE: A Real-time Lightweight Attention-based Traffic Accident Anticipation Engine.
Inf. Fusion
Jiaxun Zhang, Yanchen Guan, Chengyue Wang, Haicheng Liao, Guohui Zhang, Zhenning Li
2025 J jnl
LATTE: Lightweight Attention-based Traffic Accident Anticipation Engine.
CoRR
Jiaxun Zhang, Yanchen Guan, Chengyue Wang, Haicheng Liao, Guohui Zhang, Zhenning Li
2025 J jnl
Map-World: Masked Action planning and Path-Integral World Model for Autonomous Driving.
CoRR
Bin Hu, Zijian Lu, Haicheng Liao, Chengran Yuan, Bin Rao, Yongkang Li, Guofa Li, Zhiyong Cui, Chengzhong Xu, Zhenning Li
2025 J jnl
MapKD: Unlocking Prior Knowledge with Cross-Modal Distillation for Efficient Online HD Map Construction.
CoRR
Ziyang Yan, Ruikai Li, Zhiyong Cui, Bohan Li, Han Jiang, Yilong Ren, Aoyong Li, Zhenning Li, Sijia Wen, Haiyang Yu
2025 J jnl
Minds on the Move: Decoding Trajectory Prediction in Autonomous Driving With Cognitive Insights.
IEEE Trans. Intell. Transp. Syst.
Haicheng Liao, Chengyue Wang, Kaiqun Zhu, Yilong Ren, Bolin Gao, Shengbo Eben Li, Chengzhong Xu, Zhenning Li
2025 J jnl
Minds on the Move: Decoding Trajectory Prediction in Autonomous Driving with Cognitive Insights.
CoRR
Haicheng Liao, Chengyue Wang, Kaiqun Zhu, Yilong Ren, Bolin Gao, Shengbo Eben Li, Chengzhong Xu, Zhenning Li
2025 A* conf
NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving.
AAAI
Chengyue Wang, Haicheng Liao, Bonan Wang, Yanchen Guan, Bin Rao, Ziyuan Pu, Zhiyong Cui, Cheng-Zhong Xu, Zhenning Li
2025 J jnl
Predict and Resist: Long-Term Accident Anticipation under Sensor Noise.
CoRR
Xingcheng Liu, Bin Rao, Yanchen Guan, Chengyue Wang, Haicheng Liao, Jiaxun Zhang, Chengyu Lin, Meixin Zhu, Zhenning Li
2025 J jnl
ROAR: Robust Accident Recognition and Anticipation for Autonomous Driving.
CoRR
Xingcheng Liu, Yanchen Guan, Haicheng Liao, Zhengbing He, Zhenning Li
2025 J jnl
SA-TP$^{2}$: A Safety-Aware Trajectory Prediction and Planning Model for Autonomous Driving.
IEEE Trans. Robotics
Haicheng Liao, Zhenning Li, Kaiqun Zhu, Keqiang Li, Cheng-Zhong Xu
2025 A* conf
SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation.
ICML
Yuqi Fan, Zhiyong Cui, Zhenning Li, Yilong Ren, Haiyang Yu
2025 J jnl
SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation.
CoRR
Yuqi Fan, Zhiyong Cui, Zhenning Li, Yilong Ren, Haiyang Yu
2025 J jnl
SafeCast: Risk-Responsive Motion Forecasting for Autonomous Vehicles.
CoRR
Haicheng Liao, Hanlin Kong, Bin Rao, Bonan Wang, Chengyue Wang, Guyang Yu, Yuming Huang, Ruru Tang, Cheng-Zhong Xu, Zhenning Li
2025 J jnl
SafeCast: Risk-responsive motion forecasting for autonomous vehicles.
AI Open
Haicheng Liao, Hanlin Kong, Zhenning Li, Cheng-Zhong Xu
2025 J jnl
Secure Observer-Based Collision-Free Control for Autonomous Vehicles Under Non-Gaussian Noises.
IEEE Trans. Ind. Informatics
Kaiqun Zhu, Zidong Wang, Zhenning Li, Cheng-Zhong Xu
2025 J jnl
Think Before You Drive: World Model-Inspired Multimodal Grounding for Autonomous Vehicles.
CoRR
Haicheng Liao, Huanming Shen, Bonan Wang, Yongkang Li, Yihong Tang, Chengyue Wang, Dingyi Zhuang, Kehua Chen, Hai Yang, Chengzhong Xu, Zhenning Li
2025 J jnl
Toward Human-Like Trajectory Prediction for Autonomous Driving: A Behavior-Centric Approach.
Transp. Sci.
Haicheng Liao, Zhenning Li, Guohui Zhang, Keqiang Li, Cheng-Zhong Xu
2025 J jnl
Towards Human-Like Trajectory Prediction for Autonomous Driving: A Behavior-Centric Approach.
CoRR
Haicheng Liao, Zhenning Li, Guohui Zhang, Keqiang Li, Chengzhong Xu
2025 J jnl
WAKE: Towards Robust and Physically Feasible Trajectory Prediction for Autonomous Vehicles With WAvelet and KinEmatics Synergy.
IEEE Trans. Pattern Anal. Mach. Intell.
Chengyue Wang, Haicheng Liao, Zhenning Li, Chengzhong Xu
2025 J jnl
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving.
CoRR
Yanchen Guan, Haicheng Liao, Chengyue Wang, Xingcheng Liu, Jiaxun Zhang, Zhenning Li
2024 J jnl
A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving.
CoRR
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Zhiyong Cui, Shengbo Eben Li, Chengzhong Xu
2024 J jnl
A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving.
IEEE Trans. Intell. Veh.
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Zhiyong Cui, Shengbo Eben Li, Chengzhong Xu
2024 J jnl
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environment.
CoRR
Haicheng Liao, Zhenning Li, Chengyue Wang, Bonan Wang, Hanlin Kong, Yanchen Guan, Guofa Li, Zhiyong Cui, Chengzhong Xu
2024 A* conf
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environments.
IJCAI
Haicheng Liao, Zhenning Li, Chengyue Wang, Bonan Wang, Hanlin Kong, Yanchen Guan, Guofa Li, Zhiyong Cui
2024 J jnl
Accelerating the Evolution of Personalized Automated Lane Change through Lesson Learning.
CoRR
Jia Hu, Mingyue Lei, Duo Li, Zhenning Li, Jaehyun So, Haoran Wang
2024 A* conf
BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving.
AAAI
Haicheng Liao, Zhenning Li, Huanming Shen, Wenxuan Zeng, Dongping Liao, Guofa Li, Chengzhong Xu
2024 A* conf
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving.
IJCAI
Haicheng Liao, Xuelin Li, Yongkang Li, Hanlin Kong, Chengyue Wang, Bonan Wang, Yanchen Guan, Kahou Tam, Zhenning Li
2024 A* conf
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions.
ACM Multimedia
Haicheng Liao, Haoyu Sun, Huanming Shen, Chengyue Wang, Chunlin Tian, Kahou Tam, Li Li, Chengzhong Xu, Zhenning Li
2024 J jnl
CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions.
CoRR
Haicheng Liao, Haoyu Sun, Huanming Shen, Chengyue Wang, Kahou Tam, Chunlin Tian, Li Li, Chengzhong Xu, Zhenning Li
2024 J jnl
Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving.
CoRR
Haicheng Liao, Xuelin Li, Yongkang Li, Hanlin Kong, Chengyue Wang, Bonan Wang, Yanchen Guan, Kahou Tam, Zhenning Li, Chengzhong Xu
2024 J jnl
Context-aware trajectory prediction for autonomous driving in heterogeneous environments.
Comput. Aided Civ. Infrastructure Eng.
Zhenning Li, Zhiwei Chen, Yunjian Li, Chengzhong Xu
2024 J jnl
DEMO: A Dynamics-Enhanced Learning Model for Multi-Horizon Trajectory Prediction in Autonomous Vehicles.
CoRR
Chengyue Wang, Haicheng Liao, Kaiqun Zhu, Guohui Zhang, Zhenning Li
2024 J jnl
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving.
CoRR
Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue
2024 J jnl
Digital Twin-based Driver Risk-Aware Intelligent Mobility Analytics for Urban Transportation Management.
CoRR
Tao Li, Zilin Bian, Haozhe Lei, Fan Zuo, Ya-Ting Yang, Quanyan Zhu, Zhenning Li, Zhibin Chen, Kaan Ozbay
2024 A* conf
Human Observation-Inspired Trajectory Prediction for Autonomous Driving in Mixed-Autonomy Traffic Environments.
ICRA
Haicheng Liao, Shangqian Liu, Yongkang Li, Zhenning Li, Chengyue Wang, Yunjian Li, Shengbo Eben Li, Chengzhong Xu
2024 J jnl
Human Observation-Inspired Trajectory Prediction for Autonomous Driving in Mixed-Autonomy Traffic Environments.
CoRR
Haicheng Liao, Shangqian Liu, Yongkang Li, Zhenning Li, Chengyue Wang, Yunjian Li, Shengbo Eben Li, Chengzhong Xu
2024 J jnl
Human-Machine Shared Control Approach for the Takeover of Cooperative Adaptive Cruise Control.
CoRR
Haoran Wang, Zhenning Li, Arno Eichberger, Jia Hu
2024 — conf
Informed Along the Road: Roadway Capacity Driven Graph Convolution Network for Network-Wide Traffic Prediction.
ITSC
Zilin Bian, Jingqin Gao, Kaan Ozbay, Fan Zuo, Dachuan Zuo, Zhenning Li
2024 J jnl
Informed along the road: roadway capacity driven graph convolution network for network-wide traffic prediction.
CoRR
Zilin Bian, Jingqin Gao, Kaan Ozbay, Fan Zuo, Dachuan Zuo, Zhenning Li
2024 J jnl
L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms.
IEEE Trans. Reliab.
Zizheng Guo, Qing Liu, Lin Zhang, Zhenning Li, Guofa Li
2024 A conf
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction.
ECAI
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Guofa Li, Chunlin Tian, Zilin Bian, Kaiqun Zhu, Zhiyong Cui, Jia Hu
2024 J jnl
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction.
CoRR
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Chunlin Tian, Yuming Huang, Zilin Bian, Kaiqun Zhu, Guofa Li, Ziyuan Pu, Jia Hu, Zhiyong Cui, Chengzhong Xu
2024 A* conf
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving.
IJCAI
Haicheng Liao, Zhenning Li, Chengyue Wang, Huanming Shen, Dongping Liao, Bonan Wang, Guofa Li, Chengzhong Xu
2024 J jnl
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving.
CoRR
Haicheng Liao, Zhenning Li, Chengyue Wang, Huanming Shen, Bonan Wang, Dongping Liao, Guofa Li, Chengzhong Xu
2024 J jnl
Multi-level Traffic-Responsive Tilt Camera Surveillance through Predictive Correlated Online Learning.
CoRR
Tao Li, Zilin Bian, Haozhe Lei, Fan Zuo, Ya-Ting Yang, Quanyan Zhu, Zhenning Li, Kaan Ozbay
2024 J jnl
NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving.
CoRR
Chengyue Wang, Haicheng Liao, Bonan Wang, Yanchen Guan, Bin Rao, Ziyuan Pu, Zhiyong Cui, Chengzhong Xu, Zhenning Li
2024 A* conf
Physics-Informed Trajectory Prediction for Autonomous Driving under Missing Observation.
IJCAI
Haicheng Liao, Chengyue Wang, Zhenning Li, Yongkang Li, Bonan Wang, Guofa Li, Chengzhong Xu
2024 J jnl
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling.
CoRR
Haicheng Liao, Yongkang Li, Chengyue Wang, Songning Lai, Zhenning Li, Zilin Bian, Jaeyoung Lee, Zhiyong Cui, Guohui Zhang, Chengzhong Xu
2024 J jnl
Space Domain based Ecological Cooperative and Adaptive Cruise Control on Rolling Terrain.
CoRR
Mingyue Lei, Haoran Wang, Duo Li, Zhenning Li, Ashish Dhamaniya, Jia Hu
2024 J jnl
Traffic Prediction considering Multiple Levels of Spatial-temporal Information: A Multi-scale Graph Wavelet-based Approach.
CoRR
Zilin Bian, Jingqin Gao, Kaan Ozbay, Zhenning Li
2024 J jnl
Trajectory Prediction for Autonomous Driving Using a Transformer Network.
CoRR
Zhenning Li, Hao Yu
2024 A* conf
When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models.
ACM Multimedia
Haicheng Liao, Yongkang Li, Chengyue Wang, Yanchen Guan, Kahou Tam, Chunlin Tian, Li Li, Chengzhong Xu, Zhenning Li
2024 J jnl
When, Where, and What? A Novel Benchmark for Accident Anticipation and Localization with Large Language Models.
CoRR
Haicheng Liao, Yongkang Li, Chengyue Wang, Yanchen Guan, Kahou Tam, Chunlin Tian, Li Li, Chengzhong Xu, Zhenning Li
2024 J jnl
World Models for Autonomous Driving: An Initial Survey.
CoRR
Yanchen Guan, Haicheng Liao, Zhenning Li, Guohui Zhang, Chengzhong Xu
2023 J jnl
BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving.
CoRR
Haicheng Liao, Zhenning Li, Huanming Shen, Wenxuan Zeng, Dongping Liao, Guofa Li, Shengbo Eben Li, Chengzhong Xu
2023 J jnl
GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models.
CoRR
Haicheng Liao, Huanming Shen, Zhenning Li, Chengyue Wang, Guofa Li, Yiming Bie, Chengzhong Xu
2023 J jnl
Lane Change Strategies for Autonomous Vehicles: A Deep Reinforcement Learning Approach Based on Transformer.
IEEE Trans. Intell. Veh.
Guofa Li, Yifan Qiu, Yifan Yang, Zhenning Li, Shen Li, Wenbo Chu, Paul Green, Shengbo Eben Li
2022 J jnl
An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Liqing Zhang, Leong Hou U, Mingliang Zhou, Zhenning Li
2022 J jnl
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space.
Artif. Intell. Rev.
Yongliang Yang, Hufei Zhu, Qichao Zhang, Bo Zhao, Zhenning Li, Donald C. Wunsch
2021 J jnl
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization.
CoRR
Zhenning Li, Chengzhong Xu, Guohui Zhang
2021 J jnl
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning.
CoRR
Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu
2020 J jnl
Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks.
IEEE Trans. Veh. Technol.
Hao Yu, Zhenning Li, Guohui Zhang, Pan Liu, Jun Wang
2019 J jnl
Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches.
IEEE Trans. Intell. Transp. Syst.
Hao Yu, Xiaofeng Chen, Zhenning Li, Guohui Zhang, Pan Liu, Jinfu Yang, Yin Yang