NGM: A Plug-and-Play Training-Free Memory Module for LLMs. - Yuwen Qu; Wenhui Dong; Chenyang Si; Caifeng Shan (CoRR, 2026)

TOBench: A Task-Oriented Omni-Modal Benchmark for Real-World Tool-Using Agents. - Zhiqiang Liu; Wenhui Dong; Yilang Tan; Yuwen Qu; Haochen Yin; Chenyang Si (CoRR, 2026)