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Shiwen Zhang

3 accepted papers

2025

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation

EMNLP 2025

In competitive programming task, problem statements are often embedded within elaborate narrative backgrounds, requiring deep understanding of the underlying solutions to successfully complete the tasks. Current code generation models primarily focus on token-level semantic modeling, highly suscepti

2023

A Novel Hybrid Unsupervised Domain Adaptation Method for Cross-Subject Joint Angle Estimation From Surface Electromyography

RA-L 2023

Individual physiological differences constrain the cross-user application of joint angle estimation models based on surface electromyography (sEMG) signals. Current cross-user methods for myoelectric joint angle estimation often involve the use of angle or optical sensors, which increases the traini

Cited by 15SourceScholar
2020

V4D: 4D Convolutional Neural Networks for Video-level Representation Learning

ICLR 2020poster

Most existing 3D CNN structures for video representation learning are clip-based methods, and do not consider video-level temporal evolution of spatio-temporal features. In this paper, we propose Video-level 4D Convolutional Neural Networks, namely V4D, to model the evolution of long-range spatio-te…

Cited by 123SourceScholar