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Yuyang Du

4 accepted papers

2026

KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning

ICLR 2026poster

In clinical practice, physicians refrain from making decisions when patient information is insufficient. This behavior, known as abstention, is a critical safety mechanism preventing potentially harmful misdiagnoses. Recent investigations have reported the application of large language models (LLMs)…

Cited by 0SourceScholar
2026

Structure-aware Granular-Ball based Information Bottleneck for Multi-modal Clustering

ICML 2026poster

Multi-modal clustering, which integrates information from diverse sources and feature modalities, has shown great potential in data mining and computer vision. However, existing methods relying on single-granularity relationships often struggle with complex data distributions, leading to limited per…

Cited by 0SourceScholar
2024

Development of a Spherical Wheel-legged Composite Mobile Robot with Multimodal Motion Capabilities

IROS 2024poster

In this paper, we present a spherical wheel-legged mobile robot, aiming to meet the demands of adaptability to complex terrains and high maneuverability. It consists of a spherical main body and five-bar linkage parallel wheel-legged mechanisms. It can switch between legged and spherical modes by ex…

Cited by 0SourceScholar
2024

LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

ICRA 2024poster

Visual question answering (VQA) can be fundamentally crucial for promoting robotic-assisted surgical education. In practice, the needs of trainees are constantly evolving, such as learning more surgical types and adapting to new surgical instruments/techniques. Therefore, continually updating the VQ…

Cited by 17SourcecodeScholar