Lanning Wei

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction	2024	Juzheng Zhang Lanning Wei Zhen Xu Quanming Yao
+ PDF Chat	Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction	2024	Juzhen Zhang Lanning Wei Zhi Xu Quanming Yao
+ PDF Chat	Towards Versatile Graph Learning Approach: from the Perspective of Large Language Models	2024	Lanning Wei Jun Gao Huan Zhao
+ PDF Chat	Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification	2023	Lanning Wei Zhiqiang He Huan Zhao Quanming Yao
+	Unleashing the Power of Graph Learning through LLM-based Autonomous Agents	2023	Lanning Wei Zhiqiang He Huan Zhao Quanming Yao
+ PDF Chat	Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective	2022	Lanning Wei Huan Zhao Zhiqiang He
+	Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020	2022	Zhen Xu Lanning Wei Huan Zhao Rex Ying Quanming Yao Wei-Wei Tu Isabelle Guyon
+	Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search	2022	Xu Wang Huan Zhao Lanning Wei Quanming Yao
+	Enhancing Intra-class Information Extraction for Heterophilous Graphs: One Neural Architecture Search Approach	2022	Lanning Wei Zhiqiang He Huan Zhao Quanming Yao
+ PDF Chat	Learn Layer-wise Connections in Graph Neural Networks	2021	Lanning Wei Huan Zhao Zhiqiang He
+ PDF Chat	Pooling Architecture Search for Graph Classification	2021	Lanning Wei Huan Zhao Quanming Yao Zhiqiang He
+	Learn Layer-wise Connections in Graph Neural Networks	2021	Lanning Wei Huan Zhao Zhiqiang He
+	Simplifying Architecture Search for Graph Neural Network	2020	Huan Zhao Lanning Wei Quanming Yao
+	Simplifying Architecture Search for Graph Neural Network	2020	Huan Zhao Lanning Wei Quanming Yao
+	Taking Human out of Learning Applications: A Survey on Automated Machine Learning	2018	Zhenqian Shen Yongqi Zhang Lanning Wei Huan Zhao Quanming Yao

Common Coauthors

Coauthor	Papers Together
Quanming Yao	10
Huan Zhao	8
Zhiqiang He	7
Huan Zhao	5
Jun Gao	1
Rex Ying	1
Xu Wang	1
Zhi Xu	1
Juzhen Zhang	1
Zhen Xu	1
Yongqi Zhang	1
Zhenqian Shen	1
Zhen Xu	1
Isabelle Guyon	1
Wei-Wei Tu	1
Juzheng Zhang	1
Quanming Yao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	4
+ PDF Chat	Search to aggregate neighborhood for graph neural network	2021	Huan Zhao Quanming Yao Wei-Wei Tu	4
+ PDF Chat	AutoGraph: Automated Graph Neural Network	2020	Yaoman Li Irwin King	4
+	How Powerful are Graph Neural Networks?	2018	Keyulu Xu Weihua Hu Jure Leskovec Stefanie Jegelka	4
+	Neural Message Passing for Quantum Chemistry	2017	Justin Gilmer Samuel S. Schoenholz Patrick Riley Oriol Vinyals George E. Dahl	3
+ PDF Chat	Pooling Architecture Search for Graph Classification	2021	Lanning Wei Huan Zhao Quanming Yao Zhiqiang He	3
+	SNAS: Stochastic Neural Architecture Search	2018	Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin	3
+	GraphNAS: Graph Neural Architecture Search with Reinforcement Learning	2019	Yang Gao Hong Yang Peng Zhang Chuan Zhou Yue Hu	3
+	Design Space for Graph Neural Networks	2020	Jiaxuan You Rex Ying Jure Leskovec	3
+	Graph Attention Networks	2017	Petar Veličković Guillem Cucurull Arantxa Casanova Adriana Romero Píetro Lió Yoshua Bengio	3
+ PDF Chat	DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks	2021	Yuhui Ding Quanming Yao Huan Zhao Tong Zhang	3
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	3
+	Policy-GNN: Aggregation Optimization for Graph Neural Networks	2020	Kwei-Herng Lai Daochen Zha Kaixiong Zhou Xia Hu	3
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	3
+	Fast Graph Representation Learning with PyTorch Geometric	2019	Matthias Fey Jan Eric Lenssen	3
+ PDF Chat	Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning	2018	Qimai Li Zhichao Han Xiao-Ming Wu	3
+	Self-Attention Graph Pooling	2019	Junhyun Lee Inyeop Lee Jaewoo Kang	2
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	2
+	MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing	2019	Sami Abu-El-Haija Bryan Perozzi Amol Kapoor Nazanin Alipourfard Kristina Lerman Hrayr Harutyunyan Greg Ver Steeg Aram Galstyan	2
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	2
+	Neural Architecture Search with Reinforcement Learning	2016	Barret Zoph Quoc V. Le	2
+	Automated Machine Learning on Graphs: A Survey	2021	Ziwei Zhang Xin Wang Wenwu Zhu	2
+ PDF Chat	Graph Neural Network Architecture Search for Molecular Property Prediction	2020	Shengli Jiang Prasanna Balaprakash	2
+	AutoGEL: An Automated Graph Neural Network with Explicit Link Information.	2021	Zhili Wang Shimin Di Lei Chen	2
+ PDF Chat	Single Path One-Shot Neural Architecture Search with Uniform Sampling	2020	Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun	2
+ PDF Chat	Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off	2020	Minji Yoon Théophile Gervet Bryan Hooi Christos Faloutsos	2
+ PDF Chat	Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective	2022	Lanning Wei Huan Zhao Zhiqiang He	2
+ PDF Chat	AutoSF: Searching Scoring Functions for Knowledge Graph Embedding	2020	Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen	2
+	Neural Recurrent Structure Search for Knowledge Graph Embedding.	2019	Yongqi Zhang Quanming Yao Lei Chen	2
+	Spectral Clustering with Graph Neural Networks for Graph Pooling	2019	Filippo Maria Bianchi Daniele Grattarola Cesare Alippi	2
+	Order Matters: Sequence to sequence for sets	2015	Oriol Vinyals Samy Bengio Manjunath Kudlur	2
+	DARTS: Differentiable Architecture Search	2018	Hanxiao Liu Karen Simonyan Yiming Yang	2
+	Gated Graph Sequence Neural Networks	2015	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	Representation Learning on Graphs with Jumping Knowledge Networks	2018	Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken‐ichi Kawarabayashi Stefanie Jegelka	2
+	Auto-GNN: Neural Architecture Search of Graph Neural Networks	2019	Kaixiong Zhou Qingquan Song Xiao Huang Xia Hu	2
+ PDF Chat	DeepGCNs: Can GCNs Go As Deep As CNNs?	2019	Guohao Li Matthias Müller Ali Thabet Bernard Ghanem	2
+ PDF Chat	Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural Searching	2020	Wei Peng Xiaopeng Hong Haoyu Chen Guoying Zhao	2
+ PDF Chat	Knowledge Graph Reasoning with Relational Digraph	2022	Yongqi Zhang Quanming Yao	2
+	Simplifying Architecture Search for Graph Neural Network	2020	Huan Zhao Lanning Wei Quanming Yao	2
+	Large-Scale Evolution of Image Classifiers	2017	Esteban Real Sherry Moore Andrew Selle Saurabh Saxena Yutaka L. Suematsu Jie Tan Quoc V. Le А.В. Куракин	1
+	Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification	2019	Ting Chen Song Bian Yizhou Sun	1
+	Topology Adaptive Graph Convolutional Networks	2017	Jian Du Shanghang Zhang Guanhang Wu José M. F. Moura Soummya Kar	1
+ PDF Chat	An overview of bilevel optimization	2007	Benoît Colson Patrice Marcotte Gilles Savard	1
+ PDF Chat	InceptionGCN: Receptive Field Aware Graph Convolutional Network for Disease Prediction	2019	Anees Kazi Shayan Shekarforoush S.Arvind krishna Hendrik Burwinkel Gerome Vivar Karsten Kortüm Seyed‐Ahmad Ahmadi Shadi Albarqouni Nassir Navab	1
+ PDF Chat	Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba	2018	Jizhe Wang Pipei Huang Huan Zhao Zhibo Zhang Binqiang Zhao Dik Lun Lee	1
+	Random Search and Reproducibility for Neural Architecture Search	2019	Liam Li Ameet Talwalkar	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	GeniePath: Graph Neural Networks with Adaptive Receptive Paths	2019	Ziqi Liu Chaochao Chen Longfei Li Jun Zhou Xiaolong Li Le Song Qi Yuan	1
+	Simplifying Graph Convolutional Networks	2019	Felix Wu Tianyi Zhang Amauri H. Souza Christopher Fifty Tao Yu Kilian Q. Weinberger	1