368 citations · 736 across the 32 of their papers we have counts for
4 papers · 1 filter
LyapuFlow: Controlling Generative Flows with Lyapunov Feedback for Inverse Problems
Minseon Gwak, Hans Hao-Hsun Hsu, Danielle C. Maddix +1
Pretrained flow models are now widely used as generative priors in science and vision, where inference-time guidance enables test-time constraints without retraining. Existing meth…
Threshold-Aware Conformal Routing
Shiwei Tan, Huzefa Rangwala, Danielle C. Maddix
High-fidelity simulations are essential to scientific and engineering design, but can be expensive to run repeatedly. Learned surrogates offer a faster alternative, yet their highe…
Mitra-v2 Technical Report
Yefan Tao, Xiyuan Zhang, Xinyi Liu +13
We introduce Mitra-v2, a tabular foundation model that delivers state-of-the-art performance on real-world classification and regression problems, from credit-risk scoring and clin…
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning
Zelin He, Boran Han, Xiyuan Zhang +10
Time-series diagnostic reasoning is essential for many applications, yet existing solutions face a persistent gap: general reasoning large language models (GRLMs) possess strong re…