Authors

Yi-Xuan Deng

Publications 2

Preprint Open access

Learning to Retrieve Missing Evidence for Long-Term Memory QA

Yi-Xuan Deng, Yi Zhang, Wei Liu et al. · 2026

Long-term memory enables language models to use past interactions in future conversations. However, evidence needed to answer a question may be scattered across distant turns, while the question itself omits clues needed to locate it. Retrieved facts can reveal these clues, motivating retrieval decisions conditioned on …

Preprint Open access

Transferring the Intelligence of VLMs to Robotic Control

Humans can seamlessly adapt to both physical and digital worlds, suggesting that while a digital-to-real gap exists in embodiment, environment and task, human intelligence itself may transfer across this gap. This naturally raises a fundamental question: can the intelligence of vision-language models (VLMs) similarly g …

Co-authors