Jiankun Peng

23 papers A* 1Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Topology Awareness: Breaking the Granularity Rigidity in Vision-Language Navigation.
CoRR
Jiankun Peng, Jianyuan Guo, Ying Xu, Yue Liu, Jiashuang Yan, Xuanwei Ye, Houhua Li, Xiaoming Wang
2026 J jnl
Energy-Efficient integrated thermal management for electric vehicles using evolutionary deep reinforcement learning.
Expert Syst. Appl.
Xin Guo, Jiankun Peng, Jingda Wu, Changcheng Wu, Chunye Ma
2026 J jnl
Graph channel receptive field transformer for multi-agent trajectory prediction.
Eng. Appl. Artif. Intell.
Jiankun Peng, Jiakang Wang, Nan Zhang, Di Wu, Chunye Ma
2025 A* conf
Automated Detection of Pre-training Text in Black-box LLMs.
IJCAI
Ruihan Hu, Yu-Ming Shang, Jiankun Peng, Wei Luo, Yazhe Wang, Xi Zhang
2025 J jnl
Automated Detection of Pre-training Text in Black-box LLMs.
CoRR
Ruihan Hu, Yu-Ming Shang, Jiankun Peng, Wei Luo, Yazhe Wang, Xi Zhang
2025 J jnl
Deep reinforcement learning-tuning hierarchical vehicle trajectory tracking framework based on improved kinematic model predictive control.
Eng. Appl. Artif. Intell.
Jiankun Peng, Xingyan Liu, Changcheng Wu, Dawei Pi, Jiaxuan Zhou
2025 J jnl
Enhanced consensus control architecture for autonomous platoon utilizing multi-agent reinforcement learning.
Comput. Aided Civ. Infrastructure Eng.
Xin Guo, Jiankun Peng, Dawei Pi, Hailong Zhang, Changcheng Wu, Chunye Ma
2025 J jnl
Integrated thermal-energy management for electric vehicles in high-temperature conditions using hierarchical reinforcement learning.
Expert Syst. Appl.
Xin Guo, Jiankun Peng, Hongwen He, Changcheng Wu, Hailong Zhang, Chunye Ma
2025 J jnl
Monocular vision approach for Soft Actor-Critic based car-following strategy in adaptive cruise control.
Expert Syst. Appl.
Jiachen Yang, Jiankun Peng, Quanwei Zhang, Weiqi Chen, Chunye Ma
2025 J jnl
Multilevel-Attention-Driven Decision-Making Framework for Unsignalized Intersections Based on Dual-Buffer Soft Actor-Critic.
IEEE Internet Things J.
Jiankun Peng, Yebo Shi, Hongwen He, Jiaxuan Zhou, Yu Han, Yi Fan
2025 J jnl
Personalized Decision-Making Framework for Collaborative Lane Change and Speed Control Based on Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Jiankun Peng, Sichen Yu, Yuming Ge, Shen Li, Yi Fan, Jiaxuan Zhou, Hongwen He
2025 J jnl
UKD-TEAD: An Unsupervised Knowledge Distillation Framework for Detecting Anomalies in Traffic Equipment With Various Aspect Ratios.
IEEE Internet Things J.
Di Wu, Jiankun Peng, Shuangzhi Yu, Yuming Ge, Chunye Ma, Jiaxuan Zhou
2025 J jnl
Uncovering Passenger-Seeking Behavior of Vacant Taxis From Trajectory Data via Self-Supervised Deep Spectral Clustering.
IEEE Trans. Intell. Transp. Syst.
Xinlian Yu, Mingzhuang Hua, Jingxu Chen, Jiankun Peng, Haijun Mao
2024 J jnl
A hybrid method for intercity transport mode identification based on mobility features and sequential relations mined from cellular signaling data.
Comput. Aided Civ. Infrastructure Eng.
Fan Ding, Yongyi Zhang, Jiankun Peng, Yuming Ge, Tao Qu, Xingyuan Tao, Jun Chen
2024 J jnl
A traffic state prediction method based on spatial-temporal data mining of floating car data by using autoformer architecture.
Comput. Aided Civ. Infrastructure Eng.
Shuangzhi Yu, Jiankun Peng, Yuming Ge, Xinlian Yu, Fan Ding, Shen Li, Charlie Ma
2024 J jnl
Tracing the Unseen: Uncovering Human Trafficking Patterns in Job Listings.
CoRR
Siyi Zhou, Jiankun Peng, Emilio Ferrara
2023 J jnl
Optical Fiber Temperature and Humidity Dual Parameter Sensing Based on Fiber Bragg Gratings and Porous Film.
Sensors
Jiankun Peng, Jianren Zhou, Chengli Sun, Qingping Liu
2022 J jnl
An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst.
Jiankun Peng, Siyu Zhang, Yang Zhou, Zhibin Li
2021 J jnl
Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Yong Wang, Huachun Tan, Yuankai Wu, Jiankun Peng
2020 J jnl
Cross-Type Transfer for Deep Reinforcement Learning Based Hybrid Electric Vehicle Energy Management.
IEEE Trans. Veh. Technol.
Renzong Lian, Huachun Tan, Jiankun Peng, Qin Li, Yuankai Wu
2019 J jnl
Deep Reinforcement Learning-Based Energy Management for a Series Hybrid Electric Vehicle Enabled by History Cumulative Trip Information.
IEEE Trans. Veh. Technol.
Yuecheng Li, Hongwen He, Jiankun Peng, Hong Wang
2018 J jnl
An Adaptive Online Prediction Method With Variable Prediction Horizon for Future Driving Cycle of the Vehicle.
IEEE Access
Yuecheng Li, Hongwen He, Jiankun Peng
2015 — conf
Rule-based plug-in hybrid school bus energy management control strategy simulation.
ASCC
Hao Fan, Jiankun Peng, Hongwen He