Publications & Manuscripts

This page lists my selected manuscripts and preprints. Some works are under review or under preparation, and are therefore not formal peer-reviewed publications.

Manuscripts

Two-Stream Interactive Joint Learning of Scene Parsing and Geometric Vision Tasks

Guanfeng Tang, Hongbo Zhao, Ziwei Long, Jiayao Li, Bohong Xiao, Wei Ye, Hanli Wang, Rui Fan

Under review at IEEE Transactions on Intelligent Vehicles. arXiv preprint.

This work investigates bidirectional interaction between scene parsing and geometric vision tasks, including semantic segmentation, instance segmentation, stereo matching, and optical flow.

Are LLMs Reliable for Recommending Libraries and Their Usage? An Empirical Study

Yuying Wang, Yilian Yu, Jiayao Li, Maojun Huang, et al.

Under review at Internetware 2026 (CCF C).

This work empirically studies the reliability of large language models in recommending software libraries and supporting code migration tasks.

Can video generation replace cinematographers? Research on the cinematic language of generated video

Xiaozhe Li, Kai Wu, Siyi Yang, YiZhan Qu, Guohua Zhang, Zhiyu Chen, Jiayao Li, Jiangchuan Mu, et al.

arXiv preprint.

This work studies cinematic language in text-to-video generation, focusing on shot framing, angles, and camera movements. It introduces a cinematic language dataset, CameraCLIP for alignment evaluation, and CLIPLoRA for dynamic cinematic style composition.