Sibei Yang

Sibei Yang

Assistant Professor

ShanghaiTech University

About Me / Bio

Sibei Yang is an Assistant Professor in SIST, ShanghaiTech University. Before that, She is a Research Assistant Professor in Computing at The Hong Kong Polytechnic University. She received her Ph.D. degree from the University of Hong Kong in 2020, advised by Prof. Yizhou Yu. Her Ph.D. study is supported by Hong Kong PhD Fellowship. She obtained her B.S. degree in computer science from Chu Kochen Honors College at Zhejiang University in 2016.

Her general research interests span computer vision, natural language processing, machine learning, and the intersection of them.

Publications

Bottom-Up Shift and Reasoning for Referring Image Segmentation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Propagating Over Phrase Relations for One-Stage Visual Grounding

European Conference on Computer Vision (ECCV), 2020

Graph-Structured Referring Expressions Reasonig in The Wild

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020, Oral Presentation

Relationship-Embedded Representation Learning for Grounding Referring Expressions

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

Dynamic Graph Attention for Referring Expression Comprehension

IEEE International Conference on Computer Vision (ICCV), 2019, Oral Presentation

Cross-Modal Relationship Inference for Grounding Referring Expressions

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks

AAAI Conference on Artificial Intelligence (AAAI), 2019, Oral Presentation

Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Dataset

Ref-Reasoning

Ref-Reasoning is a large-scale real-word dataset for referring expressions reasoning, which contains 791,956 referring expressions in 83,989 images.