209 citations · 209 across the 2 of their papers we have counts for
2 papers
cs.CL2026
SibylSense: Adaptive Rubric Learning via Memory Tuning and Adversarial Probing
Yifei Xu, Guilherme Potje, Shivam Shandilya +9
Designing aligned and robust rewards for open-ended generation remains a key barrier to RL post-training. Rubrics provide structured, interpretable supervision, but scaling rubric…
nlin.CD2010★ 209 cited
Inferring Network Topology from Complex Dynamics
Srinivas Gorur Shandilya, Marc Timme
Inferring network topology from dynamical observations is a fundamental problem pervading research on complex systems. Here, we present a simple, direct method to infer the structu…