Yisheng Lv

251 papers A* 6A 1B 3C 3Journal 169Unranked 69
YearRankTypeTitle / Venue / Authors
2026 J jnl
AIR-VLA: Vision-Language-Action Systems for Aerial Manipulation.
CoRR
Jianli Sun, Bin Tian, Qiyao Zhang, Chengxiang Li, Zihan Song, Zhiyong Cui, Yisheng Lv, Yonglin Tian
2026 J jnl
Autonomous Systems Laboratory at Texas A&M University [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Sivakumar Rathinam, Yisheng Lv
2026 J jnl
CogRail: Benchmarking VLMs in Cognitive Intrusion Perception for Intelligent Railway Transportation Systems.
CoRR
Yonglin Tian, Qiyao Zhang, Wei Xu, Yutong Wang, Yihao Wu, Xinyi Li, Xingyuan Dai, Hui Zhang, Zhiyong Cui, Baoqing Guo, Zujun Yu, Yisheng Lv
2026 J jnl
Creating New Paths for Traffic Management [ITS People].
IEEE Intell. Transp. Syst. Mag.
Markos Papageorgiou, Yisheng Lv
2026 J jnl
Honoring Excellence at the 2025 IEEE ITSS Awards: Part I [Its Awards].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2026 J jnl
Luis M. Bergasa and Bart De Schutter [Its People].
IEEE Intell. Transp. Syst. Mag.
Luis Miguel Bergasa, Yisheng Lv
2026 J jnl
MambaOcc: Visual state space models for BEV-based occupancy prediction with local adaptive reordering.
Expert Syst. Appl.
Yonglin Tian, Songlin Bai, Zhiyao Luo, Yutong Wang, Hui Zhang, Baoqing Guo, Yisheng Lv, Fei-Yue Wang
2026 J jnl
MedGround: Bridging the Evidence Gap in Medical Vision-Language Models with Verified Grounding Data.
CoRR
Mengmeng Zhang, Xiaoping Wu, Hao Luo, Fan Wang, Yisheng Lv
2026 J jnl
Mobile Immersive Healing Space [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2026 J jnl
OpenCOOD-Air: Prompting Heterogeneous Ground-Air Collaborative Perception with Spatial Conversion and Offset Prediction.
CoRR
Xianke Wu, Songlin Bai, Chengxiang Li, Zhiyao Luo, Yulin Tian, Fenghua Zhu, Yisheng Lv, Yonglin Tian
2026 J jnl
Stylized Traffic Flow: The Rise of Urban Mobility Personalities [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 J jnl
A Diffusion Model for Traffic Data Imputation.
IEEE CAA J. Autom. Sinica
Bo Lu, Qinghai Miao, Yahui Liu, Tariku Sinshaw Tamir, Hongxia Zhao, Xiqiao Zhang, Yisheng Lv, Fei-Yue Wang
2025 J jnl
A Stochastic Traffic Flow Model-Based Reinforcement Learning Framework For Advanced Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Yifan Zhu, Yisheng Lv, Shu Lin, Jungang Xu
2025 J jnl
Airport Passenger Flow Forecasting via Deformable Temporal-Spectral Transformer Approach.
CoRR
Wenbo Du, Lingling Han, Ying Xiong, Ling Zhang, Biyue Li, Yisheng Lv, Tong Guo
2025 J jnl
An Introduction to AutoMan Research Lab at NTU [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Chen Lv
2025 J jnl
AstroReview: An LLM-driven Multi-Agent Framework for Telescope Proposal Peer Review and Refinement.
CoRR
Yutong Wang, Yunxiang Xiao, Yonglin Tian, Junyong Li, Jing Wang, Yisheng Lv
2025 J jnl
Autonomous Robots and Vehicles Laboratory at Virginia Commonwealth University: Pioneering the Future of Autonomous Systems [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Azim Eskandarian, Yisheng Lv
2025 J jnl
Boosting the Training of Deep Reinforcement Learning Traffic Control by Using the World Model.
IEEE Intell. Transp. Syst. Mag.
Pengbo Wang, Yisheng Lv, Jingwei Ge, Li Li
2025 J jnl
ChatTraffic: Text-to-Traffic Generation via Diffusion Model.
IEEE Trans. Intell. Transp. Syst.
Chengyang Zhang, Yong Zhang, Qitan Shao, Bo Li, Yisheng Lv, Xinglin Piao, Baocai Yin
2025 J jnl
City on the Go: From Omni-Vehicles to Mobile Cities [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 J jnl
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting.
CoRR
Yueyang Yao, Jiajun Li, Xingyuan Dai, Mengmeng Zhang, Xiaoyan Gong, Fei-Yue Wang, Yisheng Lv
2025 J jnl
Emergency Scheduling of Aerial Vehicles via Graph Neural Neighborhood Search.
IEEE Trans. Artif. Intell.
Tong Guo, Yi Mei, Wenbo Du, Yisheng Lv, Yumeng Li, Tao Song
2025 J jnl
Evaluation of Safety Cognition Capability in Vision-Language Models for Autonomous Driving.
CoRR
Enming Zhang, Peizhe Gong, Xingyuan Dai, Yisheng Lv, Qinghai Miao
2025 J jnl
From Cold Algorithms to Warm Intelligence: Infusing Autonomous Driving Systems With Humanistic Care.
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 J jnl
Gating Syn-to-Real Knowledge for Pedestrian Crossing Prediction in Safe Driving.
IEEE Trans. Intell. Transp. Syst.
Jie Bai, Jianwu Fang, Yisheng Lv, Chen Lv, Jianru Xue, Zhengguo Li
2025 — conf
Group-Based QMIX for Multi-Agent Reinforcement Learning.
CASE
Weixin Hong, Huaiyu Wu, He Fang, Zhen Shen, Yunjun Han, Yisheng Lv, Gang Xiong
2025 J jnl
Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework.
CoRR
Mengmeng Zhang, Xingyuan Dai, Yicheng Sun, Jing Wang, Yueyang Yao, Xiaoyan Gong, Fu'ze Cong, Fei-Yue Wang, Yisheng Lv
2025 A* conf
Leveraging Heterogeneous Experts with Advantageous Pattern Memory Learning for Traffic Prediction.
ICDE
Yueyang Yao, Xingyuan Dai, Yisheng Lv
2025 — conf
MS-VLMDet: Multi-Scale Feature Enhanced Vision-Language Model for Pedestrian Detection.
ITSC
Zekai Dai, Xingyuan Dai, Yisheng Lv, Xin Pei, Xu Wang, Xiaoyan Gong, Yu-Liang Liu, Wuling Huang
2025 — conf
MiniDrive: More Efficient Vision-Language Models with Multi-level 2D Features as Text Tokens for Autonomous Driving.
PRCV (11)
Enming Zhang, Xingyuan Dai, Min Huang, Yisheng Lv, Qinghai Miao
2025 J jnl
Navigating the Future: 2024 Review and 2025 Outlook [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 J jnl
Offline Reinforcement Learning with Discrete Diffusion Skills.
CoRR
Ruixi Qiao, Jie Cheng, Xingyuan Dai, Yonglin Tian, Yisheng Lv
2025 J jnl
Plug-and-Play Dramaturge: A Divide-and-Conquer Approach for Iterative Narrative Script Refinement via Collaborative LLM Agents.
CoRR
Wenda Xie, Chao Guo, Yanqing Jing, Junle Wang, Yisheng Lv, Fei-Yue Wang
2025 J jnl
Prof. Swaroop Darbha.
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Swaroop Darbha
2025 J jnl
Query as Test: An Intelligent Driving Test and Data Storage Method for Integrated Cockpit-Vehicle-Road Scenarios.
CoRR
Shengyue Yao, Runqing Guo, Yangyang Qin, Miangbing Meng, Jipeng Cao, Yilun Lin, Yisheng Lv, Fei-Yue Wang
2025 — conf
Recognition and Early Warning of Ride-Hailing Vehicle Aggregation Based on Multi-Source Spatiotemporal Data Fusion.
ANZCC
Yue Wu, Yuan Zhong, Haitao Yu, Jiong Wang, Huaimin Yan, Jingcheng Wang, Xingyuan Dai, Hongxia Zhao, Yisheng Lv
2025 J jnl
SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization.
CoRR
Chenglong Ye, Gang Xiong, Junyou Shang, Xingyuan Dai, Xiaoyan Gong, Yisheng Lv
2025 A* conf
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining.
ICLR
Jie Cheng, Ruixi Qiao, Yingwei Ma, Binhua Li, Gang Xiong, Qinghai Miao, Yongbin Li, Yisheng Lv
2025 J jnl
Self-Aware Adaptive Alignment: Enabling Accurate Perception for Intelligent Transportation Systems.
CoRR
Tong Xiang, Hongxia Zhao, Fenghua Zhu, Yuanyuan Chen, Yisheng Lv
2025 J jnl
Steven Shladover [Its People].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Steven E. Shladover
2025 J jnl
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning.
CoRR
Jie Chen, Ruixi Qiao, Lijun Li, Chao Guo, Junle Wang, Gang Xiong, Yisheng Lv, Fei-Yue Wang
2025 J jnl
Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs.
CoRR
Fei Lin, Tengchao Zhang, Qinghua Ni, Jun Huang, Siji Ma, Yonglin Tian, Yisheng Lv, Naiqi Wu
2025 J jnl
The Future of ITS Management and Control: Human Employees, Digital Agents, and Embodied Artificial Intelligence Working Together [Editor's column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 — conf
Traffic Flow Impacts of Expressway Reconstruction and Expansion: A Simulation-Driven Study.
ANZCC
Yongkang Wang, Chenglong Ye, Songtao Liu, Yueyang Yao, Qiang Ding, Junyou Shang, Peizhe Gong, Xingyuan Dai, Hongxia Zhao, Gang Xiong, Yisheng Lv
2025 J jnl
TrafficRAG for Transportation 5.0: Building "6S" Parallel Transportation Systems via Retrieval-Augmented Generation.
IEEE Intell. Transp. Syst. Mag.
Jing Yang, Xingyuan Dai, Nan Zheng, Peijun Ye, Yisheng Lv, Fei-Yue Wang
2025 J jnl
Traj-LLM: A New Exploration for Empowering Trajectory Prediction With Pre-Trained Large Language Models.
IEEE Trans. Intell. Veh.
Zhengxing Lan, Lingshan Liu, Bo Fan, Yisheng Lv, Yilong Ren, Zhiyong Cui
2025 J jnl
TransRAG for parallel transportation: toward reliable and trustworthy transportation systems via retrieval-augmented generation.
Frontiers Inf. Technol. Electron. Eng.
Jing Yang, Xingyuan Dai, Yisheng Lv, Levente Kovács, Fei-Yue Wang
2025 J jnl
UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility.
CoRR
Yonglin Tian, Fei Lin, Yiduo Li, Tengchao Zhang, Qiyao Zhang, Xuan Fu, Jun Huang, Xingyuan Dai, Yutong Wang, Chunwei Tian, Bai Li, Yisheng Lv, Levente Kovács, Fei-Yue Wang
2025 J jnl
UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility.
Inf. Fusion
Yonglin Tian, Fei Lin, Yiduo Li, Tengchao Zhang, Qiyao Zhang, Xuan Fu, Jun Huang, Xingyuan Dai, Yutong Wang, Chunwei Tian, Bai Li, Yisheng Lv, Levente Kovács, Feiyue Wang
2025 J jnl
UrbanMITS Lab at C2SMART [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Kaan Ozbay
2025 — conf
VIRTUE: Visual Interference from Roadside Billboard Targets on Urban End-to-End Autonomous Driving.
ITSC
Zhiyao Luo, Yonglin Tian, Songlin Bai, Xianke Wu, Yu-Liang Liu, Yisheng Lv, Fei-Yue Wang
2025 J jnl
VisionTraj: A Noise-Robust Trajectory Recovery Framework Based on Large-Scale Camera Network.
IEEE Trans. Intell. Transp. Syst.
Zhishuai Li, Ziyue Li, Xiaoru Hu, Guoqing Du, Yunhao Nie, Feng Zhu, Lei Bai, Rui Zhao, Yisheng Lv
2025 J jnl
When Vulnerable Groups Gain a Digital Voice.
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2025 J jnl
Where Does Urban Traffic Control Research Go? - Toward Human-Machine Traffic Society Governance [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 J jnl
A Pedestrian Trajectory Prediction Model for Right-Turn Unsignalized Intersections Based on Game Theory.
IEEE Trans. Intell. Transp. Syst.
Wenli Li, Yinan Zhang, Lingxi Li, Yisheng Lv, Mengxin Wang
2024 J jnl
A Spatial-Temporal Approach for Multi-Airport Traffic Flow Prediction Through Causality Graphs.
IEEE Trans. Intell. Transp. Syst.
Wenbo Du, Shenwen Chen, Zhishuai Li, Xianbin Cao, Yisheng Lv
2024 J jnl
A Spatio-Temporal Approach With Self-Corrective Causal Inference for Flight Delay Prediction.
IEEE Trans. Intell. Transp. Syst.
Qihui Zhu, Shenwen Chen, Tong Guo, Yisheng Lv, Wenbo Du
2024 J jnl
A Spatio-Temporal Approach with Self-Corrective Causal Inference for Flight Delay Prediction.
CoRR
Qihui Zhu, Shenwen Chen, Tong Guo, Yisheng Lv, Wenbo Du
2024 J jnl
AccidentBlip2: Accident Detection With Multi-View MotionBlip2.
CoRR
Yihua Shao, Hongyi Cai, Xinwei Long, Weiyi Lang, Zhe Wang, Haoran Wu, Yan Wang, Jiayi Yin, Yang Yang, Yisheng Lv, Zhen Lei
2024 J jnl
AiOENet: All-in-One Low-Visibility Enhancement to Improve Visual Perception for Intelligent Marine Vehicles Under Severe Weather Conditions.
IEEE Trans. Intell. Veh.
Ryan Wen Liu, Yuxu Lu, Yu Guo, Wenqi Ren, Fenghua Zhu, Yisheng Lv
2024 — conf
An Autonomous Driving Decision Making Method with Maximum Entropy Objective and Safety Constraints.
DTPI
Junyou Shang, Fenghua Zhu, Yisheng Lv, Wendong Geng, Gang Xiong
2024 J jnl
An Introduction to the Chair of Traffic Process Automation [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Meng Wang, Angelika Hirrle, Matthias Körner, Susanne Wunsch, Yikai Zeng, Yisheng Lv
2024 J jnl
An Introduction to the Purdue Digital Twin Lab [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Ziran Wang, Yisheng Lv
2024 J jnl
An Introduction to the Smart Urban Mobility Laboratory at University of South Florida [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yu Zhang, Yisheng Lv
2024 J jnl
An Urban Trajectory Data-Driven Approach for COVID-19 Simulation.
IEEE Trans. Comput. Soc. Syst.
Zhishuai Li, Gang Xiong, Yisheng Lv, Peijun Ye, Xiaoli Liu, Sasu Tarkoma, Fei-Yue Wang
2024 J jnl
Auxiliary Network Enhanced Hierarchical Graph Reinforcement Learning for Vehicle Repositioning.
IEEE Trans. Intell. Transp. Syst.
Jinhao Xi, Fenghua Zhu, Peijun Ye, Yisheng Lv, Gang Xiong, Fei-Yue Wang
2024 J jnl
BjTT: A Large-Scale Multimodal Dataset for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Chengyang Zhang, Yong Zhang, Qitan Shao, Jiangtao Feng, Bo Li, Yisheng Lv, Xinglin Piao, Baocai Yin
2024 J jnl
BjTT: A Large-scale Multimodal Dataset for Traffic Prediction.
CoRR
Chengyang Zhang, Yong Zhang, Qitan Shao, Jiangtao Feng, Bo Li, Yisheng Lv, Xinglin Piao, Baocai Yin
2024 C conf
DATraj: A Dynamic Graph Attention Based Model for Social-Aware Pedestrian Trajectory Prediction.
IV
Zeze Si, Peijun Ye, Gang Xiong, Yisheng Lv, Fenghua Zhu
2024 J jnl
Distributed Automation System Lab at University of Naples Federico II [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Alberto Petrillo, Stefania Santini
2024 J jnl
Gating Syn-to-Real Knowledge for Pedestrian Crossing Prediction in Safe Driving.
CoRR
Jie Bai, Jianwu Fang, Yisheng Lv, Chen Lv, Jianru Xue, Zhengguo Li
2024 J jnl
Graph Reinforcement Learning for Multi-Aircraft Conflict Resolution.
IEEE Trans. Intell. Veh.
Yumeng Li, Yunhe Zhang, Tong Guo, Yu Liu, Yisheng Lv, Wenbo Du
2024 C conf
Interpretable Autonomous Driving Model Based on Cognitive Reinforcement Learning.
IV
Yijia Li, Hao Qi, Fenghua Zhu, Yisheng Lv, Peijun Ye
2024 J jnl
Joint Defocus Deblurring and Superresolution Learning Network for Autonomous Driving.
IEEE Intell. Transp. Syst. Mag.
Rui Wang, Chunjie Zhang, Xiaolong Zheng, Yisheng Lv, Yao Zhao
2024 J jnl
Laboratory of Traffic Engineering [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, George Yannis, Eleni I. Vlahogianni
2024 — conf
Large Language Model-Driven Urban Traffic Signal Control.
ANZCC
Yiqing Tang, Xingyuan Dai, Chen Zhao, Qi Cheng, Yisheng Lv
2024 — conf
LogisticsVISTA: 3D Terminal Delivery Services With UAVs, UGVs and USVs Based on Foundation Models and Scenarios Engineering.
SOLI
Yonglin Tian, Fei Lin, Xinyuan Zhang, Jingwei Ge, Yutong Wang, Xingyuan Dai, Yisheng Lv, Fei-Yue Wang
2024 J jnl
Looking Into the Future: From Reality as Anchors to Virtuality as Anchors [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 — conf
MILP Models for Flexible Job Shop Scheduling with Spatial Constraints and Sequence Flexibility.
CASE
Yunjun Han, Shaoming Peng, Zhen Shen, Zhikun Tao, Yisheng Lv, Gang Xiong
2024 J jnl
MambaOcc: Visual State Space Model for BEV-based Occupancy Prediction with Local Adaptive Reordering.
CoRR
Yonglin Tian, Songlin Bai, Zhiyao Luo, Yutong Wang, Yisheng Lv, Fei-Yue Wang
2024 J jnl
MiniDrive: More Efficient Vision-Language Models with Multi-Level 2D Features as Text Tokens for Autonomous Driving.
CoRR
Enming Zhang, Xingyuan Dai, Yisheng Lv, Qinghai Miao
2024 J jnl
Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance.
IEEE Trans. Intell. Transp. Syst.
Jingxiang Qu, Ryan Wen Liu, Chenjie Zhao, Yu Guo, Sendren Sheng-Dong Xu, Fenghua Zhu, Yisheng Lv
2024 A conf
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.
AISTATS
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024 J jnl
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning.
CoRR
Zhishuai Li, Yunhao Nie, Ziyue Li, Lei Bai, Yisheng Lv, Rui Zhao
2024 B conf
Open-Set Entity Alignment using Large Language Models with Retrieval Augmentation.
SMC
Linyao Yang, Hongyang Chen, Xiao Wang, Yisheng Lv, Yonglin Tian, Xingyuan Dai, Fei-Yue Wang
2024 — conf
Parallel Data and Foundation Model Driven Closed-Loop of Autonomous Driving.
ITSC
Bin Tian, Tingting Yao, Yisheng Lv, Shichao Chen, Yang Sun, Ruiqi Song
2024 J jnl
Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System.
IEEE Trans. Intell. Veh.
Wei Xu, Chen Zhao, Xingyuan Dai, Zhiming Yuan, Tao Zhang, Tao Wang, Yuhai Ren, Yisheng Lv
2024 J jnl
Point Cloud Classification Using Content-Based Transformer via Clustering in Feature Space.
IEEE CAA J. Autom. Sinica
Yahui Liu, Bin Tian, Yisheng Lv, Lingxi Li, Fei-Yue Wang
2024 J jnl
Prof. Miguel Ángel Sotelo [Its People].
IEEE Intell. Transp. Syst. Mag.
Miguel Ángel Sotelo, Yisheng Lv
2024 A* conf
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences.
ICML
Jie Cheng, Gang Xiong, Xingyuan Dai, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
2024 J jnl
RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences.
CoRR
Jie Cheng, Gang Xiong, Xingyuan Dai, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
2024 — conf
Research on Anomaly Detection Algorithm Based on Pixel-level Histogram Distribution Variations of Integrated Features.
DTPI
Wendong Geng, Fenghua Zhu, Shichao Chen, Yisheng Lv, Gang Xiong
2024 A* conf
SC- Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models.
CVPR
Tongtian Yue, Jie Cheng, Longteng Guo, Xingyuan Dai, Zijia Zhao, Xingjian He, Gang Xiong, Yisheng Lv, Jing Liu
2024 J jnl
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models.
CoRR
Tongtian Yue, Jie Cheng, Longteng Guo, Xingyuan Dai, Zijia Zhao, Xingjian He, Gang Xiong, Yisheng Lv, Jing Liu
2024 J jnl
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining.
CoRR
Jie Cheng, Ruixi Qiao, Gang Xiong, Qinghai Miao, Yingwei Ma, Binhua Li, Yongbin Li, Yisheng Lv
2024 C conf
Self-Aware Adaptive Alignment: Enabling Accurate Perception for Intelligent Transportation Systems.
IV
Tong Xiang, Hongxia Zhao, Fenghua Zhu, Yuanyuan Chen, Yisheng Lv
2024 — conf
Self-Supervised Class-Agnostic Motion Prediction for Autonomous Driving.
DTPI
Huaimin Yan, Yahui Liu, Qinghai Miao, Xingyuan Dai, Yisheng Lv
2024 J jnl
Still on the Way: Too Many Traffic Scenarios? Not Enough! [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 J jnl
Telling "Warm" Stories and Presenting "Vivid" Research: From Academic Papers to Narrative Papers [Editor's column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 J jnl
The UCLA Mobility Labs [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Jiaqi Ma, Yisheng Lv
2024 J jnl
Think Ahead, Jump Above: Farewell 2023! Welcome 2024! [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 J jnl
Thoughts on Smart Cars and Autonomous Consciousness [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2024 J jnl
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models.
CoRR
Zhengxing Lan, Hongbo Li, Lingshan Liu, Bo Fan, Yisheng Lv, Yilong Ren, Zhiyong Cui
2024 J jnl
TrajSGAN: A Semantic-Guiding Adversarial Network for Urban Trajectory Generation.
IEEE Trans. Comput. Soc. Syst.
Gang Xiong, Zhishuai Li, Meihua Zhao, Yu Zhang, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
2024 J jnl
Urban Traffic Control Meets Decision Recommendation System: A Survey and Perspective.
IEEE CAA J. Autom. Sinica
Qingyuan Ji, Xiaoyue Wen, Junchen Jin, Yongdong Zhu, Yisheng Lv
2024 J jnl
VistaRAG: Toward Safe and Trustworthy Autonomous Driving Through Retrieval-Augmented Generation.
IEEE Trans. Intell. Veh.
Xingyuan Dai, Chao Guo, Yun Tang, Haichuan Li, Yutong Wang, Jun Huang, Yonglin Tian, Xin Xia, Yisheng Lv, Fei-Yue Wang
2024 J jnl
What's Next After Big Models? Small Models? Agents? Other Things? [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 — conf
A Deep Graph Matching-Based Method for Trajectory Association in Vessel Traffic Surveillance.
ICONIP (2)
Yuchen Lu, Xiangkai Zhang, Xu Yang, Pin Lv, Liguo Sun, Ryan Wen Liu, Yisheng Lv
2023 B conf
A SINS Error Correction Approach Based on Dual-Threshold ZV Detection and Cubature Kalman Filter.
SMC
Ruijie Xu, Shichao Chen, Wenqiao Sun, Yisheng Lv, Jialiang Luo, Ying Tang
2023 J jnl
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction.
IEEE Intell. Transp. Syst. Mag.
Wenbo Du, Biyue Li, Jun Chen, Yisheng Lv, Yumeng Li
2023 J jnl
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area.
IEEE Intell. Transp. Syst. Mag.
Yan Ma, Wenbo Du, Jun Chen, Yu Zhang, Yisheng Lv, Xianbin Cao
2023 — conf
Accelerating Realistic Multi-Route Traffic Flow Generation Based on Improved Simulated Annealing Algorithms.
ITSC
Hongrui Chen, Yan Zhang, Xingyuan Dai, Jiaming Sun, Fei Cong, Yanan Lu, Bingji Xu, Yisheng Lv
2023 J jnl
Airport Capacity Prediction With Multisource Features: A Temporal Deep Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Wenbo Du, Shenwen Chen, Haitao Li, Zhishuai Li, Xianbin Cao, Yisheng Lv
2023 J jnl
An Introduction to the Connected and Autonomous Transportation Systems Laboratory [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 J jnl
An efficient particle swarm optimization with evolutionary multitasking for stochastic area coverage of heterogeneous sensors.
Inf. Sci.
Shuxin Ding, Tao Zhang, Chen Chen, Yisheng Lv, Bin Xin, Zhiming Yuan, Rongsheng Wang, Panos M. Pardalos
2023 J jnl
Artificial Intelligence-Generated Content in Intelligent Transportation Systems: Learning to Copy, Change, and Create! [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 J jnl
Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways.
CoRR
Yu Guo, Ryan Wen Liu, Jingxiang Qu, Yuxu Lu, Fenghua Zhu, Yisheng Lv
2023 J jnl
Asynchronous Trajectory Matching-Based Multimodal Maritime Data Fusion for Vessel Traffic Surveillance in Inland Waterways.
IEEE Trans. Intell. Transp. Syst.
Yu Guo, Ryan Wen Liu, Jingxiang Qu, Yuxu Lu, Fenghua Zhu, Yisheng Lv
2023 J jnl
Center for Sustainable Road Freight [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Xiaoxiang Na, Yisheng Lv
2023 — conf
ChatGPT Participates in Traffic Control as a Traffic Manager Assistant.
DTPI
Yiqing Tang, Xingyuan Dai, Yisheng Lv
2023 J jnl
ChatTraffic: Text-to-Traffic Generation via Diffusion Model.
CoRR
Chengyang Zhang, Yong Zhang, Qitan Shao, Bo Li, Yisheng Lv, Xinglin Piao, Baocai Yin
2023 — conf
Compression Using Feature Score and Refinement for Deep Neural Networks.
ITSC
Fenghua Zhu, Jiachen Hou, Yue Wei, Peijun Ye, Gang Xiong, Yisheng Lv
2023 J jnl
Conservative-Progressive Collaborative Learning for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process.
Siqi Fan, Fenghua Zhu, Zunlei Feng, Yisheng Lv, Mingli Song, Fei-Yue Wang
2023 J jnl
Counterfactual Evolutionary Reasoning for Virtual Driver Reinforcement Learning in Safe Driving.
IEEE Trans. Intell. Veh.
Peijun Ye, Hao Qi, Fenghua Zhu, Yisheng Lv
2023 J jnl
DAO to HANOI via DeSci: AI Paradigm Shifts from AlphaGo to ChatGPT.
IEEE CAA J. Autom. Sinica
Qinghai Miao, Wenbo Zheng, Yisheng Lv, Min Huang, Wenwen Ding, Fei-Yue Wang
2023 — conf
Data Augmentation for Pedestrians in Corner Case: A Pose Distribution Control Approach.
ITSC
Yunhao Nie, Yuanyuan Chen, Qinghai Miao, Yisheng Lv
2023 J jnl
Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility.
IEEE Trans. Syst. Man Cybern. Syst.
Chen Zhao, Xingyuan Dai, Yisheng Lv, Jinglong Niu, Yilun Lin
2023 J jnl
From the Perspective of Education: How to "Raise" Big Transportation Models "in a Well-Rounded Way" [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 — conf
Geometry Problem Solving Based on Counter-Factual Evolutionary Reasoning.
CASE
Bing Song, Gang Xiong, Zhen Shen, Fenghua Zhu, Yisheng Lv, Peijun Ye
2023 J jnl
In the Year of the Rabbit, Let Us Make a Fast Leap! [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 J jnl
Infrastructure Perception and Control Laboratory [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 — conf
Interaction-Aware Trajectory Prediction with Point Transformer.
ITSC
Yahui Liu, Xingyuan Dai, Jianwu Fang, Bin Tian, Yisheng Lv
2023 — conf
Large Scale Logistics Network Simulation and Its Application in JD.
DTPI
Sheng Liu, Xiaotian Zhuang, Liang Yan, Yu Wang, Yisheng Lv, Fei-Yue Wang
2023 J jnl
Large Transportation Models on the Horizon: Challenges and Issues [Editor's Column].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2023 J jnl
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains.
IEEE Trans. Intell. Transp. Syst.
Chao Cheng, Yunfei Ju, Shuiqing Xu, Yisheng Lv, Hongtian Chen
2023 — conf
MSIT-Det: Multi-Scale Feature Aggregation with Iterative Transformer Networks for 3D Object Detection.
ITSC
Xi Li, Yuanyuan Chen, Yisheng Lv
2023 J jnl
Monash Research Center of Automated and Resilient Road Systems [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Nan Zheng
2023 J jnl
Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review.
IEEE Intell. Transp. Syst. Mag.
Chao Xiang, Chen Feng, Xiaopo Xie, Botian Shi, Hao Lu, Yisheng Lv, Mingchuan Yang, Zhendong Niu
2023 J jnl
Multi-Task Learning-Enabled Automatic Vessel Draft Reading for Intelligent Maritime Surveillance.
CoRR
Jingxiang Qu, Ryan Wen Liu, Chenjie Zhao, Yu Guo, Sendren Sheng-Dong Xu, Fenghua Zhu, Yisheng Lv
2023 — conf
PATRAS: Pattern-Aware Generalized Traffic Signal Control Based on Parallel Learning.
DTPI
Xingyuan Dai, Yan Zhang, Yiqing Tang, Chen Zhao, Jiaming Sun, Fei Cong, Yanan Lu, Yisheng Lv
2023 — conf
Parallel Learning Based Foundation Model for Networked Traffic Signal Control.
ITSC
Chen Zhao, Xingyuan Dai, Yuanyuan Chen, Yilun Lin, Yisheng Lv, Fei-Yue Wang
2023 J jnl
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real.
IEEE CAA J. Autom. Sinica
Qinghai Miao, Yisheng Lv, Min Huang, Xiao Wang, Fei-Yue Wang
2023 — conf
Parallel System-Based Predictive Control for Traffic Signals in Large-Scale Road Networks.
ITSC
Xingyuan Dai, Yan Zhang, Yiqing Tang, Hongrui Chen, Jiaming Sun, Fei Cong, Yanan Lu, Yisheng Lv
2023 J jnl
Parallel Testing for Centralized Traffic Control Systems of Intelligent Railways.
IEEE Trans. Intell. Veh.
Wei Xu, Xingyuan Dai, Chen Zhao, Yiqing Tang, Jie Cheng, Zhiyou Qu, Tao Zhang, Yisheng Lv
2023 J jnl
Parallel Transportation in TransVerse: From Foundation Models to DeCAST.
IEEE Trans. Intell. Transp. Syst.
Chen Zhao, Xiao Wang, Yisheng Lv, Yonglin Tian, Yilun Lin, Fei-Yue Wang
2023 J jnl
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space.
CoRR
Yahui Liu, Bin Tian, Yisheng Lv, Lingxi Li, Feiyue Wang
2023 — conf
Point Cloud Completion by Larger Receptive Fields for Intelligent Vehicles.
ITSC
Yunqing Zhang, Xiaotong Zhang, Kunhua Liu, Yisheng Lv, Wei He, Long Chen
2023 J jnl
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction.
IEEE CAA J. Autom. Sinica
Zebing Wei, Hongxia Zhao, Zhishuai Li, Xiaojie Bu, Yuanyuan Chen, Xiqiao Zhang, Yisheng Lv, Fei-Yue Wang
2023 B conf
The DAO to Social Transportation: Towards Smart Mobility in Cyber-Physical-Social Space.
SMC
Yuanyuan Chen, Yisheng Lv, Fei-Yue Wang
2023 J jnl
The University of Central Florida's Smart and Safe Transportation Lab [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Mohamed A. Abdel-Aty
2023 J jnl
Traffic Forecasting via Dilated Temporal Convolution With Peak-Sensitive Loss.
IEEE Intell. Transp. Syst. Mag.
Ge Guo, Wei Yuan, Jinyuan Liu, Yisheng Lv, Wei Liu
2023 J jnl
Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling.
IEEE CAA J. Autom. Sinica
Wei Xu, Chen Zhao, Jie Cheng, Yin Wang, Yiqing Tang, Tao Zhang, Zhiming Yuan, Yisheng Lv, Fei-Yue Wang
2023 J jnl
Transportation 5.0: The DAO to Safe, Secure, and Sustainable Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Fei-Yue Wang, Yilun Lin, Petros A. Ioannou, Ljubo B. Vlacic, Xiaoming Liu, Azim Eskandarian, Yisheng Lv, Xiaoxiang Na, David Cebon, Jiaqi Ma, Lingxi Li, Cristina Olaverri-Monreal
2023 — conf
VCrash: A Closed-Loop Traffic Crash Augmentation with Pose Controllable Pedestrian.
ITSC
Bo Lu, Qinghai Miao, Xingyuan Dai, Yisheng Lv
2022 J jnl
A GAN-Based Short-Term Link Traffic Prediction Approach for Urban Road Networks Under a Parallel Learning Framework.
IEEE Trans. Intell. Transp. Syst.
Junchen Jin, Dingding Rong, Tong Zhang, Qingyuan Ji, Haifeng Guo, Yisheng Lv, Xiaoliang Ma, Fei-Yue Wang
2022 J jnl
A Multi-Agent Reinforcement Learning Method With Route Recorders for Vehicle Routing in Supply Chain Management.
IEEE Trans. Intell. Transp. Syst.
Lei Ren, Xiaoyang Fan, Jin Cui, Zhen Shen, Yisheng Lv, Gang Xiong
2022 J jnl
A Multi-Stream Feature Fusion Approach for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Zhishuai Li, Gang Xiong, Yonglin Tian, Yisheng Lv, Yuanyuan Chen, Pan Hui, Xiang Su
2022 J jnl
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices.
IEEE Internet Things J.
Zhishuai Li, Gang Xiong, Zebing Wei, Yisheng Lv, Noreen Anwar, Fei-Yue Wang
2022 J jnl
Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Yuanyuan Chen, Hongyu Chen, Peijun Ye, Yisheng Lv, Fei-Yue Wang
2022 J jnl
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics.
IEEE Trans. Cybern.
Peijun Ye, Yuanyuan Chen, Fenghua Zhu, Yisheng Lv, Wanze Lu, Fei-Yue Wang
2022 J jnl
Call for V&VIV: Verification and Validation of Intelligent Vehicles.
IEEE Trans. Intell. Veh.
Fei-Yue Wang, Javier Ibañez-Guzmán, Yisheng Lv
2022 J jnl
Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation.
CoRR
Siqi Fan, Fenghua Zhu, Zunlei Feng, Yisheng Lv, Mingli Song, Fei-Yue Wang
2022 J jnl
DeCAST in TransVerse for Parallel Intelligent Transportation Systems and Smart Cities: Three Decades and Beyond.
IEEE Intell. Transp. Syst. Mag.
Chen Zhao, Yisheng Lv, Junchen Jin, Yonglin Tian, Jiangong Wang, Fei-Yue Wang
2022 J jnl
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review.
CoRR
Talha Azfar, Jinlong Li, Hongkai Yu, Ruey Long Cheu, Yisheng Lv, Ruimin Ke
2022 J jnl
Deep patch learning algorithms with high interpretability for regression problems.
Int. J. Intell. Syst.
Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv, Shiping Wang
2022 J jnl
Discover Trip Purposes From Cellular Network Data With Topic Modeling.
IEEE Intell. Transp. Syst. Mag.
Xueliang Zhao, Zhishuai Li, Yu Zhang, Yisheng Lv
2022 — conf
Efficient Calibration of Agent-Based Traffic Simulation Using Variational Auto-Encoder.
ITSC
Peijun Ye, Fenghua Zhu, Yisheng Lv, Xiao Wang, Yuanyuan Chen
2022 — conf
Empirical Learning of Decision Parameters for Agent-Based Model.
ITSC
Bing Song, Gang Xiong, Fenghua Zhu, Xuke Wu, Yisheng Lv, Peijun Ye
2022 J jnl
Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse.
IEEE Intell. Syst.
Chen Zhao, Xingyuan Dai, Yisheng Lv, Yonglin Tian, Yuhai Ren, Fei-Yue Wang
2022 J jnl
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems.
IEEE Access
Yunhu Huang, Dewang Chen, Wendi Zhao, Yisheng Lv
2022 J jnl
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand.
IEEE Trans. Intell. Transp. Syst.
Jinhao Xi, Fenghua Zhu, Peijun Ye, Yisheng Lv, Haina Tang, Fei-Yue Wang
2022 J jnl
Image-based traffic signal control via world models.
Frontiers Inf. Technol. Electron. Eng.
Xingyuan Dai, Chen Zhao, Xiao Wang, Yisheng Lv, Yilun Lin, Fei-Yue Wang
2022 J jnl
Lab for Urban Mobility Systems [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2022 — conf
Learning Transformer-based Cooperation for Networked Traffic Signal Control.
ITSC
Chen Zhao, Xingyuan Dai, Xiao Wang, Lingxi Li, Yisheng Lv, Fei-Yue Wang
2022 J jnl
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis.
IEEE Trans. Intell. Transp. Syst.
Chizhan Zhang, Fenghua Zhu, Yisheng Lv, Peijun Ye, Fei-Yue Wang
2022 J jnl
Minnesota Intelligent Transportation Systems Laboratory [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2022 — conf
Mobility Pattern Analysis during 2020 Chinese National Day under the COVID-19 pandemic.
ANZCC
Yuanyuan Chen, Yisheng Lv
2022 J jnl
On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis.
IEEE Trans. Cybern.
Peijun Ye, Bin Tian, Yisheng Lv, Qijie Li, Fei-Yue Wang
2022 — conf
PAT: Point Cloud Analysis with Local Filter Embedding in Transformer.
ITSC
Xi Li, Siqi Fan, Yuanyuan Chen, Yu-Liang Liu, Shichao Chen, Fenghua Zhu, Yisheng Lv
2022 J jnl
Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance.
IEEE Intell. Transp. Syst. Mag.
Kunhua Liu, Leixin Li, Yisheng Lv, Dongpu Cao, Zhongmin Liu, Long Chen
2022 — conf
Parallel Learning between Science for AI and AI for Science: A Brief Overview and Perspective
ANZCC
Qinghai Miao, Min Huang, Yisheng Lv, Fei-Yue Wang
2022 J jnl
Special Section on Safety of Automated Driving in Intelligent Transportation Systems [Guest Editorial].
IEEE Intell. Transp. Syst. Mag.
Hong Wang, Chen Lv, Xiaosong Hu, Yisheng Lv, Lingxi Li, Ehsan Hashemi, Meng Wang
2022 J jnl
Taxi Demand Prediction Using Parallel Multi-Task Learning Model.
IEEE Trans. Intell. Transp. Syst.
Chizhan Zhang, Fenghua Zhu, Xiao Wang, Leilei Sun, Haina Tang, Yisheng Lv
2022 J jnl
The Autonomous Vehicles and Electronics Lab [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2022 J jnl
Thomas D. Larson Pennsylvania Transportation Institute [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2022 J jnl
Three Principles to Determine the Right-of-Way for AVs: Safe Interaction With Humans.
IEEE Trans. Intell. Transp. Syst.
Li Li, Can Zhao, Xiao Wang, Zhiheng Li, Long Chen, Yisheng Lv, Nan-Ning Zheng, Fei-Yue Wang
2022 — conf
Towards City-Scale Traffic Prediction: Cluster Graph Wavelet Networks.
ITSC
Jingcheng Wang, Yong Zhang, Yisheng Lv, Yongli Hu, Baocai Yin
2022 J jnl
TransLab: Transportation Intelligent Computing Laboratory at the University of Brasilia, Brazil [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2022 J jnl
Trip Purposes Mining From Mobile Signaling Data.
IEEE Trans. Intell. Transp. Syst.
Zhishuai Li, Gang Xiong, Zebing Wei, Yu Zhang, Meng Zheng, Xiaoli Liu, Sasu Tarkoma, Min Huang, Yisheng Lv, Chuheng Wu
2022 J jnl
Two-Level Energy Control Strategy Based on ADP and A-ECMS for Series Hybrid Electric Vehicles.
IEEE Trans. Intell. Transp. Syst.
Zhen Shen, Can Luo, Xisong Dong, Wanze Lu, Yisheng Lv, Gang Xiong, Fei-Yue Wang
2021 — conf
A Collaborative Communication-Qmix Approach for Large-scale Networked Traffic Signal Control.
ITSC
Xiaoyu Chen, Gang Xiong, Yisheng Lv, Yuanyuan Chen, Bing Song, Fei-Yue Wang
2021 — conf
A Parallel Intelligent System for Optimizing High-Speed Railway Rescheduling by Learning.
DTPI
Pengxin Yang, Dongliang Cui, Xuewu Dai, Yisheng Lv, Hairong Dong, Xinghao Wang, Ruiguang Liu
2021 — conf
A Policy-Based Reinforcement Learning Approach for High-Speed Railway Timetable Rescheduling.
ITSC
Yin Wang, Yisheng Lv, Jianying Zhou, Zhiming Yuan, Qi Zhang, Min Zhou
2021 — conf
Calibration of Agent-Based Model Using Reinforcement Learning.
DTPI
Bing Song, Gang Xiong, Song-min Yu, Peijun Ye, Xisong Dong, Yisheng Lv
2021 J jnl
Chair for Intelligent Transportation Systems-Sustainable Transport Logistics 4.0.
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2021 — conf
DDRL: A Decentralized Deep Reinforcement Learning Method for Vehicle Repositioning.
ITSC
Jinhao Xi, Fenghua Zhu, Yuanyuan Chen, Yisheng Lv, Chang Tan, Feiyue Wang
2021 A* conf
Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.
KDD
Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong
2021 J jnl
FII-CenterNet: An Anchor-Free Detector With Foreground Attention for Traffic Object Detection.
IEEE Trans. Veh. Technol.
Siqi Fan, Fenghua Zhu, Shichao Chen, Hui Zhang, Bin Tian, Yisheng Lv, Fei-Yue Wang
2021 J jnl
Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space.
IEEE Trans. Intell. Transp. Syst.
Weifeng Lv, Yisheng Lv, Andreas A. Malikopoulos, Eleni I. Vlahogianni, Fei-Yue Wang
2021 J jnl
Laboratory of Emerging Transportation Systems at Chalmers University of Technology [ITS Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv
2021 — conf
Recurrent Attention Unit: A Simple and Effective Method for Traffic Prediction.
ITSC
Zebing Wei, Zhishuai Li, Chunxiang Wang, Yuanyuan Chen, Qinghai Miao, Yisheng Lv, Fei-Yue Wang
2021 A* conf
SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation.
CVPR
Siqi Fan, Qiulei Dong, Fenghua Zhu, Yisheng Lv, Peijun Ye, Fei-Yue Wang
2021 J jnl
Social Signal-Driven Knowledge Automation: A Focus on Social Transportation.
IEEE Trans. Comput. Soc. Syst.
Hao Lu, Yifan Zhu, Yong Yuan, Weichao Gong, Juanjuan Li, Kaize Shi, Yisheng Lv, Zhendong Niu, Fei-Yue Wang
2021 — conf
Temporal-Difference Spatial Sampling and Aggregating Graph Neural Network for Crowd Flow Forecasting.
DTPI
Xiaojie Bu, Zebing Wei, Zhishuai Li, Xiao Wang, Yuanyuan Chen, Yunquan Song, Yisheng Lv
2021 — conf
The ADAPT Project: Adaptive and Autonomous Data Performance Connectivity and Decentralized Transport Network.
GoodIT
Vladislav Kashansky, Nishant Saurabh, Radu Prodan, Aso Validi, Cristina Olaverri-Monreal, Renate Burian, Gerhard Burian, Dimo Hirsch, Yisheng Lv, Fei-Yue Wang, Hai Zuhge
2021 — conf
Traffic Flow Synthesis Using Generative Adversarial Networks via Semantic Latent Codes Manipulation.
ITSC
Yuanyuan Chen, Yisheng Lv, Fenghua Zhu
2021 — conf
Urban Trip Generation Forecasting Based on Gradient Boosting Algorithm.
DTPI
Zhishuai Li, Gang Xiong, Yu Zhang, Meng Zheng, Xisong Dong, Yisheng Lv
2021 — conf
YOLOv4 Based Deep Learning Algorithm for Defects Detection and Classification of Rail Surfaces.
ITSC
Noreen Anwar, Zhen Shen, Qinglai Wei, Gang Xiong, Peijun Ye, Zhishuai Li, Yisheng Lv, Hongxia Zhao
2020 — conf
Improving Road Detection Results Based on Ensemble Learning and Key Samples Focusing.
ITSC
Siqi Fan, Fenghua Zhu, Hui Zhang, Yisheng Lv, Xiao Wang, Gang Xiong, Fei-Yue Wang
2020 J jnl
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management.
IEEE Trans. Intell. Transp. Syst.
Fenghua Zhu, Yisheng Lv, Yuanyuan Chen, Xiao Wang, Gang Xiong, Feiyue Wang
2020 J jnl
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks.
IEEE Trans. Intell. Transp. Syst.
Yuanyuan Chen, Yisheng Lv, Fei-Yue Wang
2019 — conf
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction.
ITSC
Zhishuai Li, Gang Xiong, Yuanyuan Chen, Yisheng Lv, Bin Hu, Fenghua Zhu, Fei-Yue Wang
2019 J jnl
A hybrid learning method for the data-driven design of linguistic dynamic systems.
IEEE CAA J. Autom. Sinica
Chengdong Li, Jianqiang Yi, Yisheng Lv, Peiyong Duan
2019 J jnl
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches.
IEEE Trans. Intell. Transp. Syst.
Yuanyuan Chen, Yisheng Lv, Xiao Wang, Lingxi Li, Fei-Yue Wang
2019 J jnl
Fiber-Optic Auditory Nerve of Ground in the Suburb: For Traffic Flow Monitoring.
IEEE Access
Sheng Liang, Xiaoting Zhao, Ruijun Liu, Xiaodong Zhang, Liang Wang, Xinghua Zhang, Yisheng Lv, Fanchao Meng
2019 J jnl
Guest Editorial Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies.
IEEE Trans. Intell. Transp. Syst.
Seung-Hyun Kong, Yisheng Lv, Hai Le Vu, Juan-Carlos Cano, Jun-Won Choi, Dongsuk Kum, Brendan Tran Morris
2018 — conf
A Control Strategy Combined Thermostat Control with DC-Link Voltage Control for Series Hybrid Electric Vehicles.
ITSC
Can Luo, Zhen Shen, Simos A. Evangelou, Gang Xiong, Xiao Wang, Yisheng Lv, Xisong Dong, Fenghua Zhu, Fei-Yue Wang
2018 J jnl
Cyber-Physical-Social Systems: The State of the Art and Perspectives.
IEEE Trans. Comput. Soc. Syst.
Jun Jason Zhang, Fei-Yue Wang, Xiao Wang, Gang Xiong, Fenghua Zhu, Yisheng Lv, Jiachen Hou, Shuangshuang Han, Yong Yuan, Qingchun Lu, Yishi Lee
2018 J jnl
Data-driven design of the extended fuzzy neural network having linguistic outputs.
J. Intell. Fuzzy Syst.
Chengdong Li, Zixiang Ding, Dianwei Qian, Yisheng Lv
2018 J jnl
Generative Adversarial Networks for Parallel Transportation Systems.
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, Yuanyuan Chen, Li Li, Fei-Yue Wang
2018 J jnl
Parallel Intelligent Systems for Integrated High-Speed Railway Operation Control and Dynamic Scheduling.
IEEE Trans. Cybern.
Hairong Dong, Hainan Zhu, Yidong Li, Yisheng Lv, Shigen Gao, Qi Zhang, Bin Ning
2018 J jnl
Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model.
Sensors
Hao Lu, Kaize Shi, Yifan Zhu, Yisheng Lv, Zhendong Niu
2018 — conf
Traffic Flow Prediction with Parallel Data.
ITSC
Yuanyuan Chen, Yisheng Lv, Xiao Wang, Fei-Yue Wang
2017 — conf
A convolutional neural network for traffic information sensing from social media text.
ITSC
Yuanyuan Chen, Yisheng Lv, Xiao Wang, Fei-Yue Wang
2017 — conf
Accelerate the autonomous vehicles reliability testing in parallel paradigm.
ITSC
Wuling Huang, Yisheng Lv, Long Chen, Fenghua Zhu
2017 — conf
Short-term traffic flow prediction with LSTM recurrent neural network.
ITSC
Danqing Kang, Yisheng Lv, Yuanyuan Chen
2017 J jnl
Social media based transportation research: the state of the work and the networking.
IEEE CAA J. Autom. Sinica
Yisheng Lv, Yuanyuan Chen, Xiqiao Zhang, Yanjie Duan, Naiqiang Li Li
2016 — conf
Analysis and forecasting of urban traffic condition based on categorical data.
SOLI
Yuanyuan Chen, Yisheng Lv
2016 — conf
Autonomous vehicles testing methods review.
ITSC
Wuling Huang, Kunfeng Wang, Yisheng Lv, Fenghua Zhu
2016 — conf
Long short-term memory model for traffic congestion prediction with online open data.
ITSC
Yuanyuan Chen, Yisheng Lv, Zhenjiang Li, Fei-Yue Wang
2016 — conf
Performance evaluation of the deep learning approach for traffic flow prediction at different times.
SOLI
Yanjie Duan, Yisheng Lv, Fei-Yue Wang
2016 J jnl
Pruned Fast Learning Fuzzy Approach for Data-Driven Traffic Flow Prediction.
J. Adv. Comput. Intell. Intell. Informatics
Chengdong Li, Yisheng Lv, Jianqiang Yi, Guiqing Zhang
2016 — conf
Travel time prediction with LSTM neural network.
ITSC
Yanjie Duan, Yisheng Lv, Fei-Yue Wang
2015 — conf
Content-Based Recommendation for Traffic Signal Control.
ITSC
Yifei Zhao, Fei-Yue Wang, Hang Gao, Fenghua Zhu, Yisheng Lv, Peijun Ye
2015 — conf
Continuous Travel Time Prediction for Transit Signal Priority Based on a Deep Network.
ITSC
Gang Xiong, Wenwen Kang, Feiyue Wang, Fenghua Zhu, Yisheng Lv, Xisong Dong, Jukka Riekki, Susanna Pirttikangas
2015 J jnl
Managing Emergency Traffic Evacuation With a Partially Random Destination Allocation Strategy: A Computational-Experiment-Based Optimization Approach.
IEEE Trans. Intell. Transp. Syst.
Yisheng Lv, Xiqiao Zhang, Wenwen Kang, Yanjie Duan
2015 J jnl
Traffic Flow Prediction With Big Data: A Deep Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Yisheng Lv, Yanjie Duan, Wenwen Kang, Zhengxi Li, Fei-Yue Wang
2014 — conf
A deep learning based approach for traffic data imputation.
ITSC
Yanjie Duan, Yisheng Lv, Wenwen Kang, Yifei Zhao
2014 — conf
Latent factor model for traffic signal control.
SOLI
Yiefei Zhao, Hang Gao, Yisheng Lv, Yanjie Duan
2014 — conf
The appliaction of recommendation systems.
SOLI
Yifei Zhao, Hang Gao, Yisheng Lv, Gang Xiong
2014 — conf
Traffic signal coordination for emergency vehicles.
ITSC
Wenwen Kang, Gang Xiong, Yisheng Lv, Xisong Dong, Fenghua Zhu, Qing-Jie Kong
2013 — conf
Design and implementation of an Emergency Traffic Evacuation Management Platform for urban areas based on Eclipse RCP.
ICVES
Wenwen Kang, Li Xie, Fenghua Zhu, Yisheng Lv, Gang Xiong, Bin Xi
2013 J jnl
Parallel Traffic Management System and Its Application to the 2010 Asian Games.
IEEE Trans. Intell. Transp. Syst.
Gang Xiong, Xisong Dong, Dong Fan, Fenghua Zhu, Kunfeng Wang, Yisheng Lv
2012 — conf
A cellular automata based evacuation model on GPU platform.
ITSC
Qinghai Miao, Yisheng Lv, Fenghua Zhu
2012 — conf
Emergency traffic evacuation control based on the orthogonal experimental design method.
ITSC
Yisheng Lv, Fenghua Zhu, Qinghai Miao, Peijun Ye, Songhang Chen
2012 — conf
Parallel public transport management and control system for Guangzhou Asian Games.
ICNSC
Xisong Dong, Gang Xiong, Dong Fan, Fenghua Zhu, Yisheng Lv
2012 — conf
Parallel public transport system and its application in the evacuation of large-scale activities.
ITSC
Fenghua Zhu, Songhang Chen, Yisheng Lv, Peijun Ye, Gang Xiong, Xisong Dong
2012 J jnl
Urban Rail Emergency Response Using Pedestrian Dynamics.
IEEE Intell. Syst.
Hairong Dong, Bin Ning, Gao-You Qin, Yisheng Lv, Lefei Li
2011 J jnl
A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Qinghai Miao, Fenghua Zhu, Yisheng Lv, Changjian Cheng, Cheng Chen, Xiaogang Qiu
2011 — conf
Modeling and analyzing transportation systems based on ACP approach.
ITSC
Fenghua Zhu, Fei-Yue Wang, Runmei Li, Yisheng Lv, Songhang Chen
2009 J jnl
Generating artificial popullations for traffic microsimulation.
IEEE Intell. Transp. Syst. Mag.
Hongxia Zhao, Shuming Tang, Yisheng Lv