research note
This paper addresses the challenge of automatically generating proof-of-vulnerability (PoV) tests to demonstrate real exploitability of vulnerabilities in third-party libraries (Libs) as they affec…
research note
This paper addresses the critical challenge of securing resource-constrained IoT devices during peer-to-peer (P2P) data transmission
research note
This paper tackles a very specific but important systems problem: how to make MPI-4 Sessions real inside a mature MPI stack, rather than merely emulating them behind an internal MPI_COMM_WORLD
research note
This work addresses the challenge of detecting school infrastructure from aerial imagery in contexts with scarce manual annotations, a critical problem for global education and connectivity initiat…
research note
MOSAIC-Bench addresses a subtle but critical security failure mode in AI coding assistants: although agents often refuse or harden overtly malicious single prompts, when attack goals are decomposed…
research note
This paper addresses the problem of stem retrieval in musical audio, where given a partial mix, the goal is to identify the missing complementary stems that coherently fit it both harmonically and …
research note
This paper addresses a practical gap in camera/lens simulation: existing fast approximations either model only geometry (pinhole, thin lens, ABCD, polynomial optics) or only the smooth refraction c…
research note
PySME v1.0 is an update to the SME spectral-synthesis framework aimed at making high-resolution stellar abundance analysis feasible at survey scale without giving up the precision that makes SME us…
research note
This paper investigates the robustness and transferability of Pix2Geomodel, a conditional GAN-based framework for bidirectional translation between geological facies and petrophysical properties (p…
research note
This paper attacks a foundational assumption baked into RLHF and most preference-learning pipelines: that a user's evaluation of an LLM response, captured immediately after generation, is a stable …
research note
This paper argues that standard sound event detection is too closed-world for real deployments: at inference, audio scenes contain novel, unlabeled, and often overlapping events that current detect…
research note
cotomi Act tackles two distinct but complementary deficiencies in current computer-using agents (CUAs): unreliable multi-step web task execution, and complete ignorance of the tacit organizational …
