2 papers
cs.CL2026
DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial Attention
Younjoo Lee, Seungkyun Dan, Junghoo Lee +2
Masked diffusion language models enable parallel token decoding, providing a promising alternative to the sequential nature of autoregressive generation. However, their iterative d…
stat.ML2025
Black-Box Optimization with Implicit Constraints for Public Policy
Wenqian Xing, JungHo Lee, Chong Liu +1
Black-box optimization (BBO) has become increasingly relevant for tackling complex decision-making problems, especially in public policy domains such as police redistricting. Howev…