Mark Heimann

Identifiers

• name variant Mark Heimann 0.60 · backfill

Papers (16)

1. Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks cs.LG · 2024 · author #2
2. Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks cs.LG · 2023 · author #2
3. On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks cs.SI · 2023 · author #3
4. CAPER: Coarsen, Align, Project, Refine - A General Multilevel Framework for Network Alignment cs.SI · 2022 · author #3
5. Analyzing Data-Centric Properties for Graph Contrastive Learning cs.LG · 2022 · author #3
6. Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification cs.LG · 2022 · author #2
7. On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods cs.SI · 2022 · author #3
8. Emerging Patterns in the Continuum Representation of Protein-Lipid Fingerprints q-bio.QM · 2022 · author #4
9. Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding cs.SI · 2021 · author #3
10. Refining Network Alignment to Improve Matched Neighborhood Consistency cs.SI · 2021 · author #1
11. Towards Understanding and Evaluating Structural Node Embeddings cs.SI · 2021 · author #2
12. G-CREWE: Graph CompREssion With Embedding for Network Alignment cs.SI · 2020 · author #5
13. Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs cs.LG · 2020 · author #4
14. CONE-Align: Consistent Network Alignment with Proximity-Preserving Node Embedding cs.SI · 2020 · author #2
15. node2bits: Compact Time- and Attribute-aware Node Representations for User Stitching cs.SI · 2019 · author #2
16. REGAL: Representation Learning-based Graph Alignment cs.SI · 2018 · author #1

Mentions

• 2401.03350 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 2306.05557 #3 · arxiv_oai · confidence 0.70 Mark Heimann
• 2309.10976 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 2208.02810 #3 · arxiv_oai · confidence 0.70 Mark Heimann
• 2207.04376 #3 · arxiv_oai · confidence 0.70 Mark Heimann
• 2208.10682 #3 · arxiv_oai · confidence 0.70 Mark Heimann
• 2207.12346 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 2207.04333 #4 · arxiv_oai · confidence 0.70 Mark Heimann
• 2102.13582 #3 · arxiv_oai · confidence 0.70 Mark Heimann
• 2101.08808 #1 · arxiv_oai · confidence 0.70 Mark Heimann
• 2101.05730 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 2006.11468 #4 · arxiv_oai · confidence 0.70 Mark Heimann
• 2005.04725 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 2007.16208 #5 · arxiv_oai · confidence 0.70 Mark Heimann
• 1904.08572 #2 · arxiv_oai · confidence 0.70 Mark Heimann
• 1802.06257 #1 · arxiv_oai · confidence 0.70 Mark Heimann

Frequent Coauthors

• Danai Koutra 14 shared papers
• Jayaraman J. Thiagarajan 4 shared papers
• Jiong Zhu 3 shared papers
• Puja Trivedi 3 shared papers
• Rushil Anirudh 3 shared papers
• Di Jin 2 shared papers
• Donald Loveland 2 shared papers
• Fatemeh Vahedian 2 shared papers
• Jing Zhu 2 shared papers
• Michael T. Schaub 2 shared papers
• Xiyuan Chen 2 shared papers
• Ben Fish 1 shared papers
• Benjamin Fish 1 shared papers
• Ekdeep Singh Lubana 1 shared papers
• Felice C Lightstone 1 shared papers
• Fikret Aydin 1 shared papers
• Flora D. Salim 1 shared papers
• Haoming Shen 1 shared papers
• Harsh Bhatia 1 shared papers
• Helgi I Ing\'olfsson 1 shared papers