11 citations · 34 across the 22 of their papers we have counts for
7 papers · 1 filter
Historical Anchors for Scientific Forecasting on Human-Aware Knowledge Graphs
Siu Tin Wu, Ryan C. Barron, Phoebe Upton Sanderbeck +3
Predicting which scientific connections will form next can point researchers toward the most promising leads. One successful approach learns representations by sampling paths throu…
Generated Query Expansion Still Helps Strong Sparse Retrieval: A Controlled Study with SPLADE-v3
Ryan C. Barron, Cade W. Trotter, Maksim E. Eren +3
Scientific queries are often brief, while relevant papers use specialized vocabulary. Generated query expansion can bridge this mismatch, but earlier work suggests that its value s…
Identity or Prompt Noise? A Calibrated Invariance Audit of LLM Code Generation
Maksim E. Eren, Ryan Barron, Eric Michalak +2
Identity cues are irrelevant to a fixed programming specification, but raw counterfactual differences can arise from unequal samples and prompt wording. We audit 30.73 million exec…
Hybrid Latent-Structural Fusion (HLSF) for Cyber Anomaly Detection
Dorianis M. Perez, Maksim E. Eren, Bryan E. Kaiser
Malicious anomalous activity detection is a fundamental challenge for cyber security systems. Both tensor decomposition under statistical framework with CANDECOMP-PARAFAC alternati…
Detecting Satellites in Radio-Frequency Data via Semi-Supervised Learning
Cade W. Trotter, Maksim E. Eren, Justin C. Holmes +4
Radio-frequency (RF) monitoring is essential for space domain awareness, but it often generates large, variable, and sparsely populated datasets with few labels. These observations…
Occupational Prompting Reveals Cultural Bias in Large Language Models
Maksim E. Eren, Andrea Brennen, Ryan C. Barron +1
Social roles shape expectations, priorities, and judgments, yet it remains unclear how large language models (LLMs) associate occupational identities with broader cultural value pa…
Prompt Programming for Cultural Bias and Alignment of Large Language Models
Maksim Eren, Eric Michalak, Brian Cook +1
Culture shapes reasoning, values, prioritization, and strategic decision-making, yet large language models (LLMs) often exhibit cultural biases that misalign with target population…