Work

Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents

Year: 2026

Type: conference-paper

Abstract: Yuanchen Bei, Tianxin Wei, Xuying Ning, Yanjun Zhao, Zhining Liu, Xiao Lin, Yada Zhu, Hendrik Hamann, Jingrui He, Hanghang Tong. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.1892

Authors: Yuanchen Bei, Tianxin Wei, Xuying Ning, Yanjun Zhao, Zhining Liu, Xiao Lin, Yada Zhu, Hendrik Hamann, Jingrui He, Hanghang Tong

Institutions: University of Illinois Urbana-Champaign, IBM (United States), Massachusetts Institute of Technology, Brookhaven National Laboratory, Stony Brook University

Language: English

Topic: Multimodal Machine Learning Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: National Science Foundation

Award: Collaborative Research: PPoSS: LARGE: General-Purpose Scalable Technologies for Fundamental Graph Problems

OpenAlex ID: W7166803708

FWCI: 92.67

Cites: 12

Cited by: 48

Related to: 10