Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search
arXiv:2603.15262v1 Announce Type: new Abstract: Modern e-commerce search is evolving to resolve complex user intents. While Large Language Models (LLMs)…
Self Voice Conversion as an Attack against Neural Audio Watermarking
arXiv:2601.20432v2 Announce Type: replace-cross Abstract: Audio watermarking embeds auxiliary information into speech while maintaining speaker identity, linguistic content, and perceptual…
A Self-Evolving Defect Detection Framework for Industrial Photovoltaic Systems
arXiv:2603.14869v1 Announce Type: new Abstract: Reliable photovoltaic (PV) power generation requires timely detection of module defects that may reduce energy…
s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs
arXiv:2603.14628v1 Announce Type: cross Abstract: Neurosymbolic approaches leveraging Large Language Models (LLMs) with formal methods have recently achieved strong results…
ResearchPilot: A Local-First Multi-Agent System for Literature Synthesis and Related Work Drafting
arXiv:2603.14629v1 Announce Type: cross Abstract: ResearchPilot is an open-source, self-hostable multi-agent system for literature-review assistance. Given a natural-language research question,…
Team RAS in 10th ABAW Competition: Multimodal Valence and Arousal Estimation Approach
arXiv:2603.13056v1 Announce Type: cross Abstract: Continuous emotion recognition in terms of valence and arousal under in-the-wild (ITW) conditions remains a…
Shattering the Shortcut: A Topology-Regularized Benchmark for Multi-hop Medical Reasoning in LLMs
arXiv:2603.12458v1 Announce Type: cross Abstract: While Large Language Models (LLMs) achieve expert-level performance on standard medical benchmarks through single-hop factual…
Proof-Carrying Materials: Falsifiable Safety Certificates for Machine-Learned Interatomic Potentials
arXiv:2603.12183v2 Announce Type: replace-cross Abstract: Machine-learned interatomic potentials (MLIPs) are deployed for high-throughput materials screening without formal reliability guarantees. We…
TRACE: Temporal Rule-Anchored Chain-of-Evidence on Knowledge Graphs for Interpretable Stock Movement Prediction
arXiv:2603.12500v1 Announce Type: cross Abstract: We present a Temporal Rule-Anchored Chain-of-Evidence (TRACE) on knowledge graphs for interpretable stock movement prediction…
Human-Centered Evaluation of an LLM-Based Process Modeling Copilot: A Mixed-Methods Study with Domain Experts
arXiv:2603.12895v1 Announce Type: cross Abstract: Integrating Large Language Models (LLMs) into business process management tools promises to democratize Business Process…