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Ruohao's Homepage
Biography
I am currently a PhD candidate at Peking University. My recently research interests include Computer Vision, Multi-Modal Learning and Embodied AI.
News
- [02-2025] One paper accepted by CVPR!
- [07-2024] One paper accepted by ACM MM (Oral)!
- [07-2024] One paper accepted by ACM MM!
- [02-2024] One paper accepted by TMM!
- [09-2022] I will join BIGAI to pursue a PhD degree at Peking University!
- [08-2021] One paper accepted by ICCV!
- [07-2021] One paper accepted by ICCV Workshop!
- [06-2020] One paper accepted by COMPAG!
Selected Publications
Most recent publications on Google Scholar.
TeMTG: Text-Enhanced Multi-Hop Temporal Graph Modeling for Audio-Visual Video Parsing
Yaru Chen, Peiliang Zhang, Fei Li, Faegheh Sardari, Ruohao Guo, Zhenbo Li, Wenwu Wang
ICMR (CCF B), 2025.
Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation
Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang
ArXiv, 2025.
Multi-modal Prompt Alignment with Fine-grained LLM Knowledge for Unsupervised Domain Adaptation
Bowei Xing, Xianghua Ying, Ruibin Wang, Ruohao Guo
IJCV (CCF A, IF=9.3, TOP), 2025.
SalienTR: A Closer Look at Multi-Modal Transformer for RGB-T Salient Object Detection
Ruohao Guo, Wenzhen Yue, Liao Qu, Yanyu Qi, Dantong Niu, Xianghua Ying
Expert Systems with Applications (IF=7.5, TOP), 2025.
FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting
Wenzhen Yue, Yong Liu, Xianghua Ying*, Bowei Xing, Ruohao Guo, Ji Shi
IJCAI (CCF A), 2025.
Hierarchical Unsupervised Relation Distillation for Source Free Domain Adaptation
Bowei Xing, Xianghua Ying*, Ruibin Wang, Ruohao Guo, Ji Shi, Wenzhen Yue
ECCV (CCF B), 2025.
Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods
Wenzhen Yue, Xianghua Ying*, Ruohao Guo, DongDong Chen, Ji Shi, Bowei Xing, Yuqing Zhu, Taiyan Chen
IJCAI (CCF A), 2024.
CM-PIE: Cross-modal perception for interactive-enhanced audio-visual video parsing
Yaru Chen, Ruohao Guo, Xubo Liu, Peipei Wu, Guangyao Li, Zhenbo Li, Wenwu Wang*
ICASSP (CCF B), 2022.
A high-precision detection method of hydroponic lettuce seedlings status based on improved Faster RCNN
Zhenbo Li*, Ye Li, Yongbo Yang, Ruohao Guo, Jinqi Yang, Jun Yue, Yizhe Wang
Computers and Electronics in Agriculture (IF=7.7, TOP), 2021.
A solanaceae disease recognition model based on SE-Inception
Zhenbo Li*, Yongbo Yang, Ye Li, Ruohao Guo, Jinqi Yang, Jun Yue
Computers and Electronics in Agriculture (IF=7.7, TOP). 2020.
A review of computer vision technologies for plant phenotyping
Zhenbo Li* (Adviser), Ruohao Guo, Meng Li, Yaru Chen, Guangyao Li
Computers and Electronics in Agriculture (IF=7.7, TOP), 2020.
Service
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Conference Reviewer:
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
- IEEE International Conference on Computer Vision (ICCV),
- Annual AAAI Conference on Artificial Intelligence (AAAI),
- ACM International Conference on Multimedia (ACMMM),
- IEEE Winter Conference on Applications of Computer Vision (WACV).
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Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
- IEEE Transactions on Visualization and Computer Graphics (TVCG),
- IEEE Transactions on Multimedia (TMM),
- IEEE Signal Processing Letters (SPL).
Contact
Email: ruohguo@stu.pku.edu.cn
Address: Peking University
Address: Peking University