LLM-Enhanced Generalized Category Discovery via Iterative Graph Diffusion.

Kangjia Fan|Yilong Zhao|Daifeng Li|Changze Lin|Weijun Zhang|Zhiwen Zhong


Anthology ID:DBLP:conf/cikm/FanZLLZZ25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:645-654
URL:https://doi.org/10.1145/3746252.3760997
DOI:https://doi.org/10.1145/3746252.3760997
DBLP:conf/cikm/FanZLLZZ25
BibTeX:
@inproceedings{fan-2025-llmenhanced, author = {Kangjia Fan and Yilong Zhao and Daifeng Li and Changze Lin and Weijun Zhang and Zhiwen Zhong}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{LLM-Enhanced Generalized Category Discovery via Iterative Graph Diffusion}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {645--654}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3760997}, doi = {https://doi.org/10.1145/3746252.3760997} }