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Sourav Medya — most-cited papers & profile · Large Language Models
← authors
·
overview
Sourav Medya
9
papers ·
12
citations ·
13
h-index
University of Illinois Chicago · University of Chicago
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Most-cited papers
Uncertainty in Graph Neural Networks: A Survey
2024 · 8 citations
VeriBug: An Attention-based Framework for Bug-Localization in Hardware Designs
2024 · 2 citations
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation
2025 · 1 citations
Incorporating Heterophily into Graph Neural Networks for Graph Classification
2022 · 1 citations
RIDGECUT: Learning Graph Partitioning with Rings and Wedges
2025
Debiasing Message Passing to Mitigate Popularity Bias in GNN-based Collaborative Filtering
2026
Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
2023
Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
2023
Design Requirements for Human-Centered Graph Neural Network Explanations
2024
Topics
GNN Architectures
Collaborative Filtering
LLM-based
Theory & Expressivity
Cold Start & Cross-Domain
Policy Gradient
Model-Based RL
Graph-based
Image-Text Retrieval
Vision-Language Models