Ruohao Guo

PhD Candidate
Peking University



Biography

I am currently a PhD candidate at Peking University. My recently research interests include Computer Vision, Multi-Modal Learning and Embodied AI.

News

  • [07-2024] Two papers 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.

Audio-Visual Instance Segmentation
Ruohao Guo, Xianghua Ying*, Yaru Chen, Dantong Niu, Guangyao Li, Liao Qu, Yanyu Qi, Jinxing Zhou, Bowei Xing, Wenzhen Yue, Ji Shi, Qixun Wang, Peiliang Zhang, Buwen Liang
ArXiv, 2024.

[Paper]  [Project]  [Code]


Open-Vocabulary Audio-Visual Semantic Segmentation
Ruohao Guo, Liao Qu, Dantong Niu, Yanyu Qi, Wenzhen Yue, Ji Shi, Bowei Xing, Xianghua Ying*
ACM MM (CCF A), 2024.

[Paper]  [Code]


Instance-Level Panoramic Audio-Visual Saliency Detection and Ranking
Ruohao Guo, Dantong Niu, Liao Qu, Yanyu Qi, Ji Shi, Wenzhen Yue, Bowei Xing, Taiyan Chen, Xianghua Ying*
ACM MM (CCF A), 2024.

[Paper]  [Code]


Hierarchical Unsupervised Relation Distillation for Source Free Domain Adaptation
Bowei Xing, Xianghua Ying*, Ruibin Wang, Ruohao Guo, Ji Shi, Wenzhen Yue
ECCV (CCF B), 2024.

[Paper] 


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.

[Paper] 


VPDETR: End-to-End Vanishing Point DEtection TRansformers
Taiyan Chen, Xianghua Ying*, Jinfa Yang, Ruibin Wang, Ruohao Guo, Bowei Xing, Ji Shi
AAAI (CCF A), 2024.

[Project]  [Paper] 


UniTR: A Unified TRansformer-based Framework for Co-object and Multi-modal Saliency Detection
Ruohao Guo, Xianghua Ying*, Yanyu Qi, Liao Qu
TMM (IF=8.4, TOP, CCF B), 2024.

[Paper]  [Code] 


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.

[Paper] 


Morié attack (ma): A new potential risk of screen photos
Dantong Niu, Ruohao Guo, Yisen Wang*
NeurIPS (CCF A), 2021.

[Paper]  [Code]


Sotr: Segmenting objects with transformers
Ruohao Guo, Dantong Niu, Liao Qu, Zhenbo Li*
ICCV (CCF A), 2021.

[Paper]  [Code]


Leafmask: Towards greater accuracy on leaf segmentation
Ruohao Guo, Liao Qu, Dantong Niu, Zhenbo Li*, Jun Yue
ICCV Workshop, 2021.

[Paper]  [Code]


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.

[Paper]


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.

[Paper]


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.

[Paper]



Contact

Email: ruohguo@stu.pku.edu.cn
Address: Peking University