5 citations · 7 across the 5 of their papers we have counts for
6 papers
What the Trace Shows and What the Label Says: Auditing Behavioral Detectors in Agent Evaluation
Idunnuoluwa A. Adeniji, Shilpika, Michael E. Papka
LLM agents are often evaluated by reducing execution traces to labels such as final-answer correctness, tool verification, and fault propagation. These labels are measurements prod…
Understanding Large-Scale HPC System Behavior Through Cluster-Based Visual Analytics
Allison Austin, Shilpika, Yan To Linus Lam +4
In high-performance computing (HPC) environments, system monitoring data is often unlabeled and high-dimensional, making it difficult to reliably detect and understand anomalous co…
Snapshot Metrics Are Not Enough: Analyzing Software Repositories with Longitudinal Metrics
Nicholas Synovic, Matt Hyatt, Rohan Sethi +11
Software metrics capture information about software development processes and products. These metrics support decision-making, e.g., in team management or dependency selection. How…
Staged Animation Strategies for Online Dynamic Networks
Tarik Crnovrsanin, Shilpika, Senthil Chandrasegaran +1
Dynamic networks -- networks that change over time -- can be categorized into two types: offline dynamic networks, where all states of the network are known, and online dynamic net…
A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction
Takanori Fujiwara, Shilpika, Naohisa Sakamoto +3
Data-driven problem solving in many real-world applications involves analysis of time-dependent multivariate data, for which dimensionality reduction (DR) methods are often used to…
Metrics Dashboard: A Hosted Platform for Software Quality Metrics
George K. Thiruvathukal, Shilpika, Nicholas J. Hayward +1
There is an emerging consensus in the scientific software community that progress in scientific research is dependent on the "quality and accessibility of software at all levels" (…