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ORCIDYuchen Zhou 0002
Person information
- affiliation: Sun Yat-sen University, School of Intelligent Systems Engineering, Shenzhen, China
Other persons with the same name
- Yuchen Zhou (aka: YuChen Zhou) — disambiguation page
- Yuchen Zhou 0001
![[0000-0003-2290-066X]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-2290-066X")
— Xidian University, State Key Laboratory of Integrated Service Networks, Xi'an, China (and 1 more) - Yuchen Zhou 0003 — Michigan Technological University, Department of Electrical and Computer Engineering, Houghton, MI, USA
- Yuchen Zhou 0004 — Carnegie Mellon University, Department of Psychology, Pittsburgh, PA, USA
- Yuchen Zhou 0005 — Purdue University, West Lafayette, Indiana, USA
- Yuchen Zhou 0006 — University of Maryland, College Park, Maryland, USA
- Yuchen Zhou 0007 — Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China
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Journal Articles
- 2026
[j10]Xiaoyan Xiao, Yuchen Zhou, Linkai Liu, Chao Gou:
RG²: Reasoning With Scene Graphs and Traffic Rule Graphs for Interpretable Autonomous Driving Decisions. IEEE Intell. Transp. Syst. Mag. 18(3): 60-70 (2026)- [j9]Linkai Liu, Yuchen Zhou, Zipeng Guo, Lei Yu, Chao Gou:
Synergistic audio-textual cues: A cross-modal framework for weakly-supervised temporal action localization. Pattern Recognit. 179: 113526 (2026) - [j8]Yuchen Zhou, Zipeng Guo, Linkai Liu, Yueyao Lin, Ming Cai, Chao Gou:
Learning From Individual to Collective: A Unified Framework for Driver-Aware Attention Prediction. IEEE Trans. Intell. Transp. Syst. 27(4): 4140-4153 (2026) - 2025
- [j7]Xinxin Liu, Yuchen Zhou, Yongqi Ye, Chao Gou:
Edge Feature-Enhanced Network for Collision Risk Assessment Using Traffic Scene Graphs. IEEE Intell. Transp. Syst. Mag. 17(2): 23-32 (2025) - [j6]Yuchen Zhou, Chao Gou, Zipeng Guo, Yihua Cheng, Hyung Jin Chang:
Behavior-Aware Knowledge-Embedded Model for Driver Attention Prediction. IEEE Trans. Circuits Syst. Video Technol. 35(10): 10199-10212 (2025) - 2024
- [j5]Rui Zhong, Yuchen Zhou, Chao Gou:
EST-TSANet: Video-Based Remote Heart Rate Measurement Using Temporal Shift Attention Network and ESTmap. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - 2023
- [j4]Yuchen Zhou, Guang Tan, Rui Zhong, Yaokun Li, Chao Gou:
PIT: Progressive Interaction Transformer for Pedestrian Crossing Intention Prediction. IEEE Trans. Intell. Transp. Syst. 24(12): 14213-14225 (2023) - [j3]Chao Gou, Yuchen Zhou, Yao Xiao, Xiao Wang, Hui Yu:
Cascade Learning for Driver Facial Monitoring. IEEE Trans. Intell. Veh. 8(1): 404-412 (2023) - [j2]Xinxin Liu, Yuchen Zhou, Chao Gou:
Learning From Interaction-Enhanced Scene Graph for Pedestrian Collision Risk Assessment. IEEE Trans. Intell. Veh. 8(9): 4237-4248 (2023) - 2022
- [j1]Chao Gou, Yuchen Zhou, Dan Li:
Driver attention prediction based on convolution and transformers. J. Supercomput. 78(6): 8268-8284 (2022)
Conference and Workshop Papers
- 2026
- [c11]Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua:
Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. AAAI 2026: 29062-29070 - 2025
- [c10]Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou:
Where, What, Why: Towards Explainable Driver Attention Prediction. ICCV 2025: 2675-2685 - [c9]Linkai Liu, Xiaoyan Xiao, Yijian Yang, Yuchen Zhou, Zipeng Guo, Chao Gou:
Boosting Road Event Detection with Adaptive Multi-Modal Models. ICME 2025: 1-6 - [c8]Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou:
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding. NeurIPS 2025 - 2024
- [c7]Yuchen Zhou, Linkai Liu, Chao Gou:
Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition. CVPR 2024: 28390-28400 - [c6]Yuchen Zhou, Guang Tan, Chao Gou:
Hierarchical Home Action Understanding with Implicit and Explicit Prior Knowledge. ICASSP 2024: 4015-4019 - [c5]Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou:
Driver Scanpath Prediction Based On Inverse Reinforcement Learning. ICASSP 2024: 8306-8310 - [c4]Zipeng Guo, Yuchen Zhou, Chao Gou:
DrivingGen: Efficient Safety-Critical Driving Video Generation with Latent Diffusion Models. ICME 2024: 1-6 - [c3]Zhixin Huang, Yuchen Zhou, Chao Gou:
Task-Oriented Scanpath Prediction with Spatial-Temporal Information in Driving Scenarios. PRCV (10) 2024: 177-191 - [c2]Hui Gao, Benfei Wang, Xinxin Liu, Yuchen Zhou, Chao Gou:
Dynamic Attention-Enhanced Spatio-Temporal Network for Pedestrian Collision Risk Assessment. PRCV (10) 2024: 207-221 - 2023
- [c1]Yuchen Zhou, Guang Tan, Mengtang Li, Chao Gou:
Learning from Easy to Hard Pairs: Multi-step Reasoning Network for Human-Object Interaction Detection. ACM Multimedia 2023: 4368-4377
Informal and Other Publications
- 2026
- [i8]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:
Walk the Talk: Bridging the Reasoning-Action Gap for Thinking with Images via Multimodal Agentic Policy Optimization. CoRR abs/2604.06777 (2026) - [i7]Linkai Liu, Wei Feng, Xi Zhao, Shen Zhang, Xingye Chen, Zheng Zhang, Jingjing Lv, Junjie Shen, Ching Law, Yuchen Zhou, Zipeng Guo, Chao Gou:
KD-CVG: A Knowledge-Driven Approach for Creative Video Generation. CoRR abs/2604.21362 (2026) - 2025
- [i6]Weiheng Lu, Chunfeng Song, Jiamin Wu, Pengyu Zhu, Yuchen Zhou, Weijian Mai, Qihao Zheng, Wanli Ouyang:
UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding. CoRR abs/2506.18962 (2025) - [i5]Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou:
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding. CoRR abs/2506.23075 (2025) - [i4]Yuchen Zhou, Jiayu Tang, Xiaoyan Xiao, Yueyao Lin, Linkai Liu, Zipeng Guo, Hao Fei, Xiaobo Xia, Chao Gou:
Where, What, Why: Towards Explainable Driver Attention Prediction. CoRR abs/2506.23088 (2025) - [i3]Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua:
Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. CoRR abs/2508.11317 (2025) - [i2]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:
RePainter: Empowering E-commerce Object Removal via Spatial-matting Reinforcement Learning. CoRR abs/2510.07721 (2025) - 2024
- [i1]Yuchen Zhou, Linkai Liu, Chao Gou:
Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition. CoRR abs/2405.09931 (2024)
Coauthor Index
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