Yuchen Zhou

According to our database, Yuchen Zhou authored at least 25 papers between 2022 and 2026.

Collaborative distances:

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

2026

Learning From Individual to Collective: A Unified Framework for Driver-Aware Attention Prediction.

Yuchen Zhou, Zipeng Guo, Linkai Liu, Yueyao Lin, Ming Cai, Chao Gou

IEEE Trans. Intell. Transp. Syst., April, 2026

KD-CVG: A Knowledge-Driven Approach for Creative Video Generation.

Linkai Liu, Wei Feng, Xi Zhao, Shen Zhang, Xingye Chen, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Yuchen Zhou, Zipeng Guo, Chao Gou

CoRR, April, 2026

Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization.

Wenhao Yang, Yu Xia, Jinlong Huang, Shiyin Lu, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Yuchen Zhou, Xiaobo Xia, Yuanyu Wan, Lijun Zhang, Tat-Seng Chua

CoRR, April, 2026

Synergistic audio-textual cues: A cross-modal framework for weakly-supervised temporal action localization.

Linkai Liu, Yuchen Zhou, Zipeng Guo, Lei Yu, Chao Gou

Pattern Recognit., 2026

RG²: Reasoning With Scene Graphs and Traffic Rule Graphs for Interpretable Autonomous Driving Decisions.

Xiaoyan Xiao, Yuchen Zhou, Linkai Liu, Chao Gou

IEEE Intell. Transp. Syst. Mag., 2026

Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models.

Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Behavior-Aware Knowledge-Embedded Model for Driver Attention Prediction.

Yuchen Zhou, Chao Gou, Zipeng Guo, Yihua Cheng, Hyung Jin Chang

IEEE Trans. Circuits Syst. Video Technol., October, 2025

RePainter: Empowering E-commerce Object Removal via Spatial-matting Reinforcement Learning.

Zipeng Guo, Lichen Ma, Xiaolong Fu, Gaojing Zhou, Lan Yang, Yuchen Zhou, Linkai Liu, Yu He, Ximan Liu, ShiPing Dong, Jingling Fu, Zhen Chen, Yu Shi, Junshi Huang, Jason Li, Chao Gou

CoRR, October, 2025

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding.

Weiheng Lu, Chunfeng Song, Jiamin Wu, Pengyu Zhu, Yuchen Zhou, Weijian Mai, Qihao Zheng, Wanli Ouyang

CoRR, June, 2025

Edge Feature-Enhanced Network for Collision Risk Assessment Using Traffic Scene Graphs.

Xinxin Liu, Yuchen Zhou, Yongqi Ye, Chao Gou

IEEE Intell. Transp. Syst. Mag., 2025

CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding.

Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Boosting Road Event Detection with Adaptive Multi-Modal Models.

Linkai Liu, Xiaoyan Xiao, Yijian Yang, Yuchen Zhou, Zipeng Guo, Chao Gou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Where, What, Why: Towards Explainable Driver Attention Prediction.

Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

EST-TSANet: Video-Based Remote Heart Rate Measurement Using Temporal Shift Attention Network and ESTmap.

Rui Zhong, Yuchen Zhou, Chao Gou

IEEE Trans. Instrum. Meas., 2024

Task-Oriented Scanpath Prediction with Spatial-Temporal Information in Driving Scenarios.

Zhixin Huang, Yuchen Zhou, Chao Gou

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Dynamic Attention-Enhanced Spatio-Temporal Network for Pedestrian Collision Risk Assessment.

Hui Gao, Benfei Wang, Xinxin Liu, Yuchen Zhou, Chao Gou

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

DrivingGen: Efficient Safety-Critical Driving Video Generation with Latent Diffusion Models.

Zipeng Guo, Yuchen Zhou, Chao Gou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Hierarchical Home Action Understanding with Implicit and Explicit Prior Knowledge.

Yuchen Zhou, Guang Tan, Chao Gou

Proceedings of the IEEE International Conference on Acoustics, 2024

Driver Scanpath Prediction Based On Inverse Reinforcement Learning.

Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou

Proceedings of the IEEE International Conference on Acoustics, 2024

Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition.

Yuchen Zhou, Linkai Liu, Chao Gou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

PIT: Progressive Interaction Transformer for Pedestrian Crossing Intention Prediction.

Yuchen Zhou, Guang Tan, Rui Zhong, Yaokun Li, Chao Gou

IEEE Trans. Intell. Transp. Syst., December, 2023

Learning From Interaction-Enhanced Scene Graph for Pedestrian Collision Risk Assessment.

Xinxin Liu, Yuchen Zhou, Chao Gou

IEEE Trans. Intell. Veh., September, 2023

Cascade Learning for Driver Facial Monitoring.

Chao Gou, Yuchen Zhou, Yao Xiao, Xiao Wang, Hui Yu

IEEE Trans. Intell. Veh., January, 2023

Learning from Easy to Hard Pairs: Multi-step Reasoning Network for Human-Object Interaction Detection.

Yuchen Zhou, Guang Tan, Mengtang Li, Chao Gou

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Driver attention prediction based on convolution and transformers.

Chao Gou, Yuchen Zhou, Dan Li

J. Supercomput., 2022