research note
This paper addresses the problem of automating printed circuit board (PCB) schematic generation directly from natural-language user requests, a challenging task due to the complexity of PCB schemat…
research note
This paper addresses the challenge of improving reasoning models' self-verification capability, crucial for both test-time iterative refinement and training-time self-training
research note
Stable-Layers addresses the challenge of image layer decomposition—separating an image into multiple RGBA layers for editing—without requiring paired ground-truth supervision
research note
This paper addresses a critical challenge in certification and proof checking for Quantified Boolean Formulas (QBF) and Dependency Quantified Boolean Formulas (DQBF)
research note
This paper addresses the challenge of robust 3D scene representation and novel view synthesis (NVS) using purely thermal infrared imagery augmented with depth estimation from the same thermal modal…
research note
SURGENT addresses critical challenges in applying large language models (LLMs) to the complex surgical perioperative workflow, where patient histories are extensive and clinical decisions require t…
research note
The paper addresses the practical challenge of managing technical debt (TD) within software development workflows
research note
This paper addresses the challenge of generating verifiable multimodal deep research reports, which synthesize open-ended textual and visual evidence into professional, long-form outputs
research note
This study addresses a notable gap in face-to-face interaction research by collecting and publicly releasing the first fine-grained temporal proximity network dataset from an informally structured,…
research note
This paper addresses the challenge of querying and analyzing the fastest-growing form of production data today — large volumes of unstructured text such as agent traces, chat logs, and model outputs
research note
This paper addresses the long-standing challenge of determining the absolute superconducting penetration depth (λ) in thin films using microwave resonator techniques
research note
The Transit Route Network Design Problem (TRNDP) involves sequentially constructing bus route networks where the impact of each route addition is only measurable after completing the full network, …
