Publications

This section contains publications published by ISI over the past several decades.

Machine Learning-Enhanced Analysis and Design for Trustworthy Integrated Circuits

K Yang, Y Hu, D Chen, C Lin, Y Yi, PA Beerel, P Nuzzo
AI-Enabled Electronic Circuit and System Design: From Ideation to …,  2025

Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance

N Kanakaris, H Ping, X Xiao, NK Ahmed, L Luceri, E Ferrara, P Bogdan
WWW'25 Companion Proceedings (BeyondFacts'25),  2025

R2D2: Remembering, Reflecting and Dynamic Decision Making for Web Agents

T Huang, K Basu, I Abdelaziz, P Kapanipathi, J May, M Chen
arXiv preprint arXiv:2501.12485,  2025

Discovering Likely Invariants for Distributed Systems Through Runtime Monitoring and Learning

Y Xia, D Sur, AS Pingle, JV Deshmukh, M Raghothaman, S Ravi
International Conference on Verification, Model Checking, and Abstract …,  2025

Persistent HyTM via Fast Path Fine-Grained Locking

G Coccimiglio, T Brown, S Ravi
arXiv preprint arXiv:2501.14783,  2025

Making Sense Of Distributed Representations With Activation Spectroscopy

K Reing, GV Steeg, A Galstyan
arXiv preprint arXiv:2501.15435,  2025

Automating Annotation Guideline Improvements using LLMs: A Case Study

A Bibal, N Gerlek, G Muric, E Boschee, SC Fincke, M Ross, SN Minton
Proceedings of Context and Meaning: Navigating Disagreements in NLP …,  2025

Characterizing Network Structure of Anti-Trans Actors on TikTok

M Leitner, R Dorn, F Morstatter, K Lerman
arXiv preprint arXiv:2501.16507,  2025

Making Sense Of Distributed Representations With Activation Spectroscopy

K Reing, GV Steeg, A Galstyan
arXiv preprint arXiv:2501.15435,  2025

Characterizing Network Structure of Anti-Trans Actors on TikTok

M Leitner, R Dorn, F Morstatter, K Lerman
arXiv preprint arXiv:2501.16507,  2025

Characterizing Network Structure of Anti-Trans Actors on TikTok

M Leitner, R Dorn, F Morstatter, K Lerman
arXiv preprint arXiv:2501.16507,  2025

Public Health Messaging on Twitter During the COVID-19 Pandemic: Observational Study

A Rao, N Sabri, S Guo, L Raschid, K Lerman
Journal of Medical Internet Research 27, e63910,  2025

DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations

J Zhu, H Xie, J Li, W Abd-Almageed
arXiv preprint arXiv:2407.20553,  2024

Ethics and fairness for diabetes artificial intelligence

J Li, W Abd-Almageed
Diabetes Digital Health, Telehealth, and Artificial Intelligence, 263-274,  2024

Poster: Security and Privacy Heterogeneous Environment for Reproducible Experimentation (SPHERE)

J Mirkovic, D Balenson, B Kocoloski, G Lawler, C Tran, J Barnes, ...
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …,  2024

LoyalDiffusion: A Diffusion Model Guarding Against Data Replication

C Li, Y Zhang, D Chen, J Xu, PA Beerel
arXiv preprint arXiv:2412.01118,  2024

What Makes Vision Transformers Robust Towards Bit-Flip Attack?

X Zhou, S Kundu, D Chen, J Huang, P Beerel
International Conference on Pattern Recognition, 424-438,  2024

A Joint Optimization of Buffer and Splitter Insertion for Phase-Skipping Adiabatic Quantum-Flux-Parametron Circuits

RS Aviles, PA Beerel
2024 IEEE 42nd International Conference on Computer Design (ICCD), 534-541,  2024