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Guangyu Guo

3 accepted papers

2026

TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis

ICLR 2026poster

Accurate tumor analysis is central to clinical radiology and precision oncology, where early detection, reliable lesion characterization, and pathology-level risk assessment directly guide diagnosis, staging, and treatment planning. Chain-of-Thought (CoT) reasoning is particularly critical in this s…

Cited by 0SourcecodeScholar
2021

Strengthen Learning Tolerance for Weakly Supervised Object Localization

CVPR 2021poster

Weakly supervised object localization (WSOL) aims at learning to localize objects of interest by only using the image-level labels as the supervision. While numerous efforts have been made in this field, recent approaches still suffer from two challenges: one is the part domination issue while the o…

Cited by 77PDFcodeScholar
2018

PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos

CVPR 2018poster

Motion of the human body is the critical cue for understanding and characterizing human behavior in videos. Most existing approaches explore the motion cue using optical flows. However, optical flow usually contains motion on both the interested human bodies and the undesired background. This "noisy…

Cited by 43SourcePDFScholar