Παρακολούθηση
Seiji Maekawa
Seiji Maekawa
Megagon Labs
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα megagon.ai - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Beyond real-world benchmark datasets: An empirical study of node classification with GNNs
S Maekawa, K Noda, Y Sasaki
Advances in Neural Information Processing Systems (NeurIPS) 35, 5562-5574, 2022
282022
New Attributed Graph Clustering by Bridging Attribute and Topology Spaces
S Maekawa, K Takeuchi, M Onizuka
Journal of Information Processing 28, 427-435, 2020
21*2020
GenCAT: Generating attributed graphs with controlled relationships between classes, attributes, and topology
S Maekawa, Y Sasaki, G Fletcher, M Onizuka
Information Systems 115, 102195, 2023
202023
Low-resource interactive active labeling for fine-tuning language models
S Maekawa, D Zhang, H Kim, S Rahman, E Hruschka
Findings of the Association for Computational Linguistics: EMNLP 2022, 3230-3242, 2022
152022
General generator for attributed graphs with community structure
S Maekawa, J Zhang, G Fletcher, M Onizuka
Proceeding of the ECML/PKDD graph embedding and mining workshop, 1-5, 2019
152019
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models
S Maekawa, H Iso, S Gurajada, N Bhutani
NAACL 2024, 2024
92024
A Simple and Scalable Graph Neural Network for Large Directed Graphs
S Maekawa, Y Sasaki, M Onizuka
arXiv preprint arXiv:2306.08274, 2023
8*2023
Adaptive node embedding propagation for semi-supervised classification
Y Ogawa, S Maekawa, Y Sasaki, Y Fujiwara, M Onizuka
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
42021
Controlling internal structure of communities on graph generator
H Yamaguchi, Y Ogawa, S Maekawa, Y Sasaki, M Onizuka
2020 IEEE/ACM International Conference on Advances in Social Networks …, 2020
42020
Benchmarking GNNs with GenCAT Workbench
S Maekawa, Y Sasaki, G Fletcher, M Onizuka
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
32022
GNN Transformation Framework for Improving Efficiency and Scalability
S Maekawa, Y Sasaki, G Fletcher, M Onizuka
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022
22022
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
S Maekawa, H Iso, N Bhutani
ICLR 2025, 2024
12024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
CG Belem, P Pezeskhpour, H Iso, S Maekawa, N Bhutani, E Hruschka
NAACL 2025 (findings), 2024
2024
Towards Practical Node Classification for Attributed Graphs: Improving Effectiveness/Scalability and Benchmarking Graph Neural Network-based Methods
前川政司
大阪大学, 2023
2023
Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media
S Maekawa, S Saeyor, T Sakaki, M Onizuka
IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent …, 2021
2021
Adaptive Node Embedding Propagation for Semi-supervised Classification
Y Sasaki, Y Ogawa, S Maekawa, M Onizuka, Y Fujiwara
(No Title), 2021
2021
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