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2GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
X. Li, Q. Chu, Y. Chen, Y. Liu, Y. Liu, Z. Yu, W. Chen, C. Qian, C. Shi, and C. Yang. CoRR, (2024)
9 months ago by @modaoud
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Graph
Innovation
graphteam
large
language
GNN
AI
model
facilitating
LLM
GraphInnovationgraphteamlargelanguageGNNAImodelfacilitatingLLM
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2A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature
C. Liu, Y. Han, H. Xu, S. Yang, K. Wang, and Y. Su. (2024)
2 years ago by @tobias.koopmann
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bibliometric
graph
reading
bibliometricgraphreading
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2Hierarchical Graph Transformer with Adaptive Node Sampling
Z. ZHANG, Q. Liu, Q. Hu, and C. Lee. Advances in Neural Information Processing Systems, 35, page 21171--21183. Curran Associates, Inc., (2022)
2 years ago by @tobias.koopmann
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sampling
graph
reading
samplinggraphreading
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3Do Transformers Really Perform Badly for Graph Representation?
C. Ying, T. Cai, S. Luo, S. Zheng, G. Ke, D. He, Y. Shen, and T. Liu. Advances in Neural Information Processing Systems, 34, page 28877--28888. Curran Associates, Inc., (2021)
3 years ago by @tobias.koopmann
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seminar24
transformer
diss
graph
readinglist
seminar24transformerdissgraphreadinglist
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3AutoTransfer: AutoML with Knowledge Transfer -- An Application to Graph Neural Networks
K. Cao, J. You, J. Liu, and J. Leskovec. (2023)
3 years ago by @tobias.koopmann
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graph
graph
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2Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedding
X. Liu, T. Zhu, H. Tan, and R. Zhang. The Semantic Web--ISWC 2022: 21st International Semantic Web Conference, Virtual Event, October 23--27, 2022, Proceedings, page 284--302. Springer, (2022)
3 years ago by @jannaom
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embedding
kg
gcnns
graph
embeddingkggcnnsgraph
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2A gesture system for graph visualization in virtual reality environments
Y. Huang, T. Fujiwara, Y. Lin, W. Lin, and K. Ma. 2017 ieee pacific visualization symposium (pacificvis), page 41--45. IEEE, (2017)
3 years ago by @becker
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citedby:scholar:count:40
virtual
visualization
reality
citedby:scholar:timestamp:2022-11-25
immermind
m:
network
graph
gesture
m:id:immermind:coordinate:x:-515.505973815918
m:id:immermind:coordinate:y:-42.4267578125
m:id:immermind:node
citedby:scholar:count:40virtualvisualizationrealitycitedby:scholar:timestamp:2022-11-25immermindm:networkgraphgesturem:id:immermind:coordinate:x:-515.505973815918m:id:immermind:coordinate:y:-42.4267578125m:id:immermind:node
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1CCGL: Contrastive Cascade Graph Learning
X. Xu, F. Zhou, K. Zhang, and S. Liu. IEEE Transactions on Knowledge and Data Engineering, (2022)
3 years ago by @jaeschke
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cascade
deeplearning
neural
contrastive
machine
learning
network
graph
ml
cascadedeeplearningneuralcontrastivemachinelearningnetworkgraphml
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3Semantic Graph Based Place Recognition for 3D Point Clouds
X. Kong, X. Yang, G. Zhai, X. Zhao, X. Zeng, M. Wang, Y. Liu, W. Li, and F. Wen. (2020)cite arxiv:2008.11459Comment: 8 pages. Accpeted by IROS-2020.
4 years ago by @shuncheng.wu
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relocalization
semantic_graph
deeplearning
point_cloud
graph
graph_matching
graph_nerural_network
relocalizationsemantic_graphdeeplearningpoint_cloudgraphgraph_matchinggraph_nerural_network
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3DIG: A Turnkey Library for Diving into Graph Deep Learning Research
M. Liu, Y. Luo, L. Wang, Y. Xie, H. Yuan, S. Gui, Z. Xu, H. Yu, J. Zhang, Y. Liu and 6 other author(s). (2021)cite arxiv:2103.12608.
5 years ago by @analyst
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deep-learning
library
2021
graph
deep-learninglibrary2021graph
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4KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
X. Wang, T. Gao, Z. Zhu, Z. Liu, J. Li, and J. Tang. CoRR, (2019)
5 years ago by @uw_ss21_ml
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lm
thema:ba
language
thema
reserved
embedding
thema:kg_and_lm
model
kg
from:jannaom
knowledge
graph
lmthema:balanguagethemareservedembeddingthema:kg_and_lmmodelkgfrom:jannaomknowledgegraph
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4KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation.
X. Wang, T. Gao, Z. Zhu, Z. Liu, J. Li, and J. Tang. CoRR, (2019)
5 years ago by @jannaom
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lm
thema:ba
language
thema
embedding
thema:kg_and_lm
model
kg
knowledge
graph
lmthema:balanguagethemaembeddingthema:kg_and_lmmodelkgknowledgegraph
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2Is Graph Structure Necessary for Multi-hop Question Answering?
N. Shao, Y. Cui, T. Liu, S. Wang, and G. Hu. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), page 7187--7192. Online, Association for Computational Linguistics, (November 2020)
5 years ago by @rikbose
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question-answering
graph
question-answeringgraph
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10ERNIE: Enhanced Language Representation with Informative Entities.
Z. Zhang, X. Han, Z. Liu, X. Jiang, M. Sun, and Q. Liu. ACL (1), page 1441-1451. Association for Computational Linguistics, (2019)
5 years ago by @uw_ws20_ml
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thema:kg_text_embeddings
thema
reserved
bert
kg
from:jannaom
knowledge
graph
thema:kg_text_embeddingsthemareservedbertkgfrom:jannaomknowledgegraph
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10ERNIE: Enhanced Language Representation with Informative Entities.
Z. Zhang, X. Han, Z. Liu, X. Jiang, M. Sun, and Q. Liu. ACL (1), page 1441-1451. Association for Computational Linguistics, (2019)
5 years ago by @jannaom
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thema:kg_text_embeddings
thema
bert
kg
knowledge
graph
thema:kg_text_embeddingsthemabertkgknowledgegraph
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2Dynamic graph cnn for learning on point clouds
Y. Wang, Y. Sun, Z. Liu, S. Sarma, M. Bronstein, and J. Solomon. Acm Transactions On Graphics (tog), 38 (5): 1--12 (2019)
5 years ago by @becker
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cnn
neural
network
graph
classification
cell
citedby:scholar:count:674
point
cloud
citedby:scholar:timestamp:2020-9-10
dynamic
nn
single
cnnneuralnetworkgraphclassificationcellcitedby:scholar:count:674pointcloudcitedby:scholar:timestamp:2020-9-10dynamicnnsingle
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1Personalized characterization of diseases using sample-specific networks
X. Liu, Y. Wang, H. Ji, K. Aihara, and L. Chen. Nucleic acids research, 44 (22): e164--e164 (2016)
5 years ago by @becker
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estimation
disruption
individual
citedby:scholar:timestamp:2020-7-27
correlation
perturbation
citedby:scholar:count:100
network
networks
graph
sample
single
estimationdisruptionindividualcitedby:scholar:timestamp:2020-7-27correlationperturbationcitedby:scholar:count:100networknetworksgraphsamplesingle
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2ASER: A Large-scale Eventuality Knowledge Graph
H. Zhang, X. Liu, H. Pan, Y. Song, and C. Leung. The Web Conference (WWW), (2020)
6 years ago by @schwemmlein
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aser
bert
lm4kg
kg
knowledge
graph
aserbertlm4kgkgknowledgegraph
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3K-BERT: Enabling Language Representation with Knowledge Graph
W. Liu, P. Zhou, Z. Zhao, Z. Wang, Q. Ju, H. Deng, and P. Wang. (2019)cite arxiv:1909.07606Comment: 8 pages, 20190917.
6 years ago by @nosebrain
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language
bert
Bert
representation
knowledge
graph
languagebertBertrepresentationknowledgegraph
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2PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data
L. Li, P. Wang, Y. Wang, J. Jiang, B. Tang, J. Yan, S. Wang, and Y. Liu. (2019)cite arxiv:1909.00672.
6 years ago by @nosebrain
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medical
record
embedding
knowledge
graph
medicalrecordembeddingknowledgegraph
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