2 papers
cs.LG2026
Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning
Peihao Wang, Shan Yang, Xijun Wang +8
Associative memory has long underpinned the design of sequential models. Beyond recall, humans reason by projecting future states and selecting goal-directed actions, a capability…
cs.CV2024
ViLA: Efficient Video-Language Alignment for Video Question Answering
Xijun Wang, Junbang Liang, Chun-Kai Wang +4
In this work, we propose an efficient Video-Language Alignment (ViLA) network. Our ViLA model addresses both efficient frame sampling and effective cross-modal alignment in a unifi…