3 papers
cs.CV2025
Unbiased Visual Reasoning with Controlled Visual Inputs
Zhaonan Li, Shijie Lu, Fei Wang +11
End-to-end Vision-language Models (VLMs) often answer visual questions by exploiting spurious correlations instead of causal visual evidence, and can become more shortcut-prone whe…
cs.DC2025
Accelerating LLM Inference with Precomputed Query Storage
Jay H. Park, Youngju Cho, Choungsol Lee +2
Large language model (LLM) inference often suffers from high latency, particularly in resource-constrained environments such as on-device or edge deployments. To address this chall…
cs.AI2025
Spacer: Towards Engineered Scientific Inspiration
Minhyeong Lee, Suyoung Hwang, Seunghyun Moon +13
Recent advances in LLMs have made automated scientific research the next frontline in the path to artificial superintelligence. However, these systems are bound either to tasks of…