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2112.01064
Cited By
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
2 December 2021
Zhiling Wang
Hanmo Liu
Lei Chen
GNN
AI4CE
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Papers citing
"AutoGEL: An Automated Graph Neural Network with Explicit Link Information"
17 / 17 papers shown
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search
Yang Gao
Hong Yang
Y. Chen
Junxian Wu
Peng Zhang
Haishuai Wang
241
3
0
12 Feb 2025
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
Neural Information Processing Systems (NeurIPS), 2024
Haotong Du
Quanming Yao
Juzheng Zhang
Yong Liu
Zhen Wang
300
14
0
03 Nov 2024
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models
Jialiang Wang
Hanmo Liu
Hanmo Liu
Zhili Wang
Jiachuan Wang
Lei Chen
Xiaofang Zhou
290
0
0
13 Aug 2024
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling
Knowledge Discovery and Data Mining (KDD), 2024
Siwei Zhang
Xi Chen
Yun Xiong
Xixi Wu
Yao Zhang
Yongrui Fu
Yinglong Zhao
Jiawei Zhang
274
14
0
14 Jun 2024
Combinatorial Optimization with Automated Graph Neural Networks
Yang Liu
Peng Zhang
Yang Gao
Chuan Zhou
Zhao Li
Hongyang Chen
AI4CE
GNN
238
4
0
05 Jun 2024
Calibrated Dataset Condensation for Faster Hyperparameter Search
Mucong Ding
Yuancheng Xu
Tahseen Rabbani
Xiaoyu Liu
Brian J Gravelle
Teresa M. Ranadive
Tai-Ching Tuan
Furong Huang
DD
228
2
0
27 May 2024
Heterogeneous Graph Neural Architecture Search with GPT-4
Haoyuan Dong
Yang Gao
Haishuai Wang
Hongxi Yang
Peng Zhang
184
8
0
14 Dec 2023
Graph Neural Architecture Search with GPT-4
Science China Information Sciences (Sci China Inf Sci), 2023
Haishuai Wang
Yang Gao
Xin-Min Zheng
Peng Zhang
Hongyang Chen
Jiajun Bu
AI4CE
409
32
0
30 Sep 2023
Unleashing the Power of Graph Learning through LLM-based Autonomous Agents
Lanning Wei
Zhiqiang He
Huan Zhao
Quanming Yao
LLMAG
207
1
0
08 Sep 2023
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks
IEEE International Conference on Data Engineering (ICDE), 2023
Zhili Wang
Hanmo Liu
Lei Chen
Xiaofang Zhou
261
14
0
14 Aug 2023
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
The Web Conference (WWW), 2023
Xin Zheng
Miao Zhang
C. Chen
Qin Zhang
Chuan Zhou
Shirui Pan
GNN
216
45
0
23 Feb 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification
The Web Conference (WWW), 2023
Lanning Wei
Zhiqiang He
Huan Zhao
Quanming Yao
191
21
0
17 Feb 2023
Search to Pass Messages for Temporal Knowledge Graph Completion
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhen Wang
Haotong Du
Quanming Yao
Xuelong Li
214
19
0
30 Oct 2022
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search
Neural Information Processing Systems (NeurIPS), 2022
Yi Qin
Ziwei Zhang
Xin Eric Wang
Zeyang Zhang
Wenwu Zhu
278
35
0
18 Jun 2022
A Survey on Graph Representation Learning Methods
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Shima Khoshraftar
A. An
GNN
AI4TS
334
194
0
04 Apr 2022
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions
Xin Wang
Ziwei Zhang
Haoyang Li
Wenwu Zhu
313
2
0
04 Jan 2022
Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective
The Web Conference (WWW), 2021
Lanning Wei
Huan Zhao
Zhiqiang He
AI4CE
264
47
0
29 Dec 2021
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