2 papers
cs.DB2026
Exploiting Structural Properties for Efficient Constraint-Aware HNSW Hyperparameter Tuning
Geon Choi, Hoeun Lee, Jaeyoung Do
Vector databases (VectorDBs) are a core component of modern retrieval systems, including Retrieval-Augmented Generation (RAG), where efficient Approximate Nearest Neighbor Search (…
cs.CL2026
Dynin-Omni: Omnimodal Unified Large Diffusion Language Model
Jaeik Kim, Woojin Kim, Jihwan Hong +8
We present Dynin-Omni, the first masked-diffusion-based omnimodal foundation model that unifies text, image, and speech understanding and generation, together with video understand…