Puja Trivedi

8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏆 Grand Slam 🔥 Unstoppable (5)

Conferences

ICLR (4) ICML (2) AAAI (1) NIPS (1)

Top co-authors

Danai Koutra (6) Nesreen K. Ahmed (3) Ryan A. Rossi (3) Namyong Park (3) Jayaraman J. Thiagarajan (3) Rushil Anirudh (2) Franck Dernoncourt (2) Mark Heimann (2) Jiaji Ma (1) Tong Yu (1)

Keywords

graph neural network (2) data augmentation (1) graph representation (1) adversarial attack (1) node injection (1) self-supervised learning (1) evolutionary optimization (1) graph contrastive learning (1) large language model (1) text-attributed graph (1)

Papers

GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs AAAI 2026

A Large-scale Training Paradigm for Graph Generative Models ICLR 2025

Forward Learning of Graph Neural Networks ICLR 2024

Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks ICLR 2024

PAGER: Accurate Failure Characterization in Deep Regression Models ICML 2024

Editing Partially Observable Networks via Graph Diffusion Models ICML 2024

A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023

Analyzing Data-Centric Properties for Graph Contrastive Learning NIPS 2022