Xingtai Gui

According to our database, Xingtai Gui authored at least 14 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ChainFlow-VLA: Causal Flow Planning with Vision-Language Models.

Xiyang Wang, Xin Wang, Tingguang Zhou, Gong Chen, Xingtai Gui, Zhi Xu, Xiaolei Wu, Feiyang Tan, Hangning Zhou, Mu Yang

CoRR, May, 2026

Bridging Scene Generation and Planning: Driving with World Model via Unifying Vision and Motion Representation.

Xingtai Gui, Meijie Zhang, Tianyi Yan, Wencheng Han, Jiahao Gong, Feiyang Tan, Cheng-Zhong Xu, Jianbing Shen

CoRR, March, 2026

2025

TrajDiff: End-to-end Autonomous Driving without Perception Annotation.

Xingtai Gui, Jianbo Zhao, Wencheng Han, Jikai Wang, Jiahao Gong, Feiyang Tan, Cheng-Zhong Xu, Jianbing Shen

CoRR, December, 2025

AD-R1: Closed-Loop Reinforcement Learning for End-to-End Autonomous Driving with Impartial World Models.

Tianyi Yan, Tao Tang, Xingtai Gui, Yongkang Li, Jiasen Zhesng, Weiyao Huang, Lingdong Kong, Wencheng Han, Xia Zhou, Xueyang Zhang, Yifei Zhan, Kun Zhan, Chengzhong Xu, Jianbing Shen

CoRR, November, 2025

Autoregressive End-to-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement.

Jianbo Zhao, Taiyu Ban, Xiangjie Li, Xingtai Gui, Hangning Zhou, Lei Liu, Hongwei Zhao, Bin Li

CoRR, September, 2025

2024

FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving.

Xingtai Gui, Tengteng Huang, Haonan Shao, Haotian Yao, Chi Zhang

CoRR, 2024

FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving.

Xingtai Gui, Tengteng Huang, Haonan Shao, Haotian Yao, Chi Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection.

Menglong Chen, Xingtai Gui, Shicai Fan

CoRR, 2023

2022

A Quadruplet Deep Metric Learning model for imbalanced time-series fault diagnosis.

Xingtai Gui, Jiyang Zhang, Jianxiong Tang, Hongbing Xu, Jianxiao Zou, Shicai Fan

Knowl. Based Syst., 2022

Constrained Adaptive Projection with Pretrained Features for Anomaly Detection.

Xingtai Gui, Di Wu, Yang Chang, Shicai Fan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Simple Adaptive Projection with Pretrained Features for Anomaly Detection.

Xingtai Gui

CoRR, 2021

Deep Metric Learning Model for Imbalanced Fault Diagnosis.

Xingtai Gui, Jiyang Zhang

CoRR, 2021

A Fault Detection Method based on the Deep Extended PCA - SVM in Industrial Processes.

Chun Yang, Lujing Tao, Jian Zhang, Xingtai Gui, Jiyang Zhang, Jianxiao Zou, Shicai Fan

Proceedings of the 2021 American Control Conference, 2021

2019

A Novel Deep DPCA-SVM Method for Fault Detection in Industrial Processes.

Jian Zhang, Jianxiao Zou, Jiyang Zhang, Qian Tao, Xingtai Gui, Hongbing Xu, Shicai Fan

Proceedings of the 58th IEEE Conference on Decision and Control, 2019