EvoMem: Timeline-Grounded Validity Adjudication for Non-Monotonic Multi-Agent Memory.

@inproceedings{zhao-2026-evomem, author = {Wayne Xin Zhao and Zhenhua Wang and Chunlei Wang and Jing Liu and Hanchen Luo and Wayne Xin Zhao and Zhenhua Wang and Hua Wu and Yike Gao and Chunlei Wang and Jing Liu and Bang Wang and Haifeng Wang and Hua Wu and Yike Gao and Bang Wang and Haifeng Wang}, 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 = {{EvoMem: Timeline-Grounded Validity Adjudication for Non-Monotonic Multi-Agent Memory}}, booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}}, pages = {4261--4266}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805712.3809931}, doi = {https://doi.org/10.1145/3805712.3809931} }