TGNN: Enhancing Pixel Tracking Detection via LLM-driven Annotation and GAT-powered Structural Representation.
Shenping Xiong|Xutong Wang|Ze Jin|Xinyu Liu|Haoqiang Wang|Zhen Chen|Ru Tan|Qixu Liu
| Anthology ID: | DBLP:conf/www/XiongWJLWCTL26 |
|---|---|
| Volume: | Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026. |
| Year: | 2026 |
| Venue: | The Web Conference (WWW) |
| Publisher: | ACM |
| Pages: | 2581-2591 |
| URL: | https://doi.org/10.1145/3774904.3792149 |
| DOI: | https://doi.org/10.1145/3774904.3792149 |
| DBLP: | conf/www/XiongWJLWCTL26 |
| BibTeX: |
@inproceedings{xiong-2026-tgnn,
author = {Shenping Xiong and
Xutong Wang and
Ze Jin and
Xinyu Liu and
Haoqiang Wang and
Zhen Chen and
Ru Tan and
Qixu Liu},
editor = {Hakim Hacid and
Yoelle Maarek and
Francesco Bonchi and
Ido Guy and
Emine Yilmaz},
title = {{TGNN: Enhancing Pixel Tracking Detection via LLM-driven Annotation and GAT-powered Structural Representation}},
booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}},
pages = {2581--2591},
publisher = {ACM},
year = {2026},
url = {https://doi.org/10.1145/3774904.3792149},
doi = {https://doi.org/10.1145/3774904.3792149}
}