DPEO: Dynamic Preference Evolution Optimization for Self-Evolving CTR Prediction.

@inproceedings{yao-2026-dpeo, author = {Kun Yao and Congcong Liu and Ziheng Ni and Wenlong Chen and Changping Peng and Ching Law}, editor = {Hannah Bast and Alistair Moffat and Falk Scholer and Marc Najork and Min Zhang and Hannah Bast and Marc Najork and Min Zhang}, title = {{DPEO: Dynamic Preference Evolution Optimization for Self-Evolving CTR Prediction}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {5044--5048}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3808390}, doi = {https://doi.org/10.1145/3805712.3808390} }