Zirui Shang — accepted AI-conference papers

2026

TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents

Bofei Zhang, Zirui Shang, Zhi Gao, Wang Zhang, Rui Xie, Xiaojian Ma +4

AAAI 2026technical

Building Graphical User Interface (GUI) agents is a promising research direction, which simulates human interaction with computers or mobile phones to perform diverse GUI tasks. However, a major challenge in developing generalized GUI agents is the lack of sufficient trajectory data across various o

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2025

Video Summarization Using Denoising Diffusion Probabilistic Model

Zirui Shang, Yubo Zhu, Hongxi Li, Shuo Yang, Xinxiao Wu

AAAI 2025technical

Video summarization aims to eliminate visual redundancy while retaining key parts of video to construct concise and comprehensive synopses. Most existing methods use discriminative models to predict the importance scores of video frames. However, these methods are susceptible to annotation inconsist…

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