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Peyman Baghershahi
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- 2026
[j2]Peyman Baghershahi, Sourav Medya:
Freeze, Prompt, and Adapt: A Framework for Source-free Unsupervised GNN Prompting. Trans. Mach. Learn. Res. 2026 (2026)
[c3]Angelo Zangari, Peyman Baghershahi, Sourav Medya:
Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models. ACL (Findings) 2026: 41194-41215
[c2]Peyman Baghershahi, Gregoire Fournier, Pranav Nyati, Sourav Medya:
From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context. ACL (1) 2026: 41975-41994
[i9]Angelo Zangari, Peyman Baghershahi, Sourav Medya:
Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models. CoRR abs/2602.10386 (2026)
[i8]Fangxin Wang, Peyman Baghershahi, Langzhou He, Henry Peng Zou, Sourav Medya, Philip S. Yu:
Two-Stage Optimizer-Aware Online Data Selection for Large Language Models. CoRR abs/2604.00001 (2026)
[i7]Peyman Baghershahi, Fangxin Wang, Debmalya Mandal, Sourav Medya:
GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs. CoRR abs/2605.08074 (2026)- 2025
[c1]Rochana Chaturvedi, Peyman Baghershahi, Sourav Medya, Barbara Di Eugenio:
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach. ACL (1) 2025: 25765-25788
[i6]Rochana Chaturvedi, Peyman Baghershahi, Sourav Medya, Barbara Di Eugenio:
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach. CoRR abs/2503.18085 (2025)
[i5]Peyman Baghershahi, Sourav Medya:
Unsupervised Prompting for Graph Neural Networks. CoRR abs/2505.16903 (2025)
[i4]Peyman Baghershahi, Gregoire Fournier, Pranav Nyati, Sourav Medya:
From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context. CoRR abs/2508.07117 (2025)- 2024
[i3]Pantea Habibi, Peyman Baghershahi, Sourav Medya, Debaleena Chattopadhyay:
Design Requirements for Human-Centered Graph Neural Network Explanations. CoRR abs/2405.06917 (2024)- 2023
[j1]Peyman Baghershahi
, Reshad Hosseini
, Hadi Moradi:
Self-attention presents low-dimensional knowledge graph embeddings for link prediction. Knowl. Based Syst. 260: 110124 (2023)- 2022
[i2]Peyman Baghershahi, Reshad Hosseini, Hadi Moradi:
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition. CoRR abs/2212.05581 (2022)- 2021
[i1]Peyman Baghershahi, Reshad Hosseini, Hadi Moradi:
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction. CoRR abs/2112.10644 (2021)
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