Top Tweets for #GraphDataManagement
#ICDE2026 #ICDE26 accepted Lightening talk "GNN Explainers 2.0: A Paradigm for User-Oriented, Data-Guided Explanations" by Arijit Khan. Abstract is available here: https://t.co/v2SaTJV5H3 #GNNExplainers #ExplainableAI #GraphML #GraphDataManagement
Paper announcements:
1. #ICDE2026 Dazhuo Qiu, Haolai Che, Arijit Khan, and Yinghui Wu, "Interpreting Graph Inference w/ Skyline Explanations" #ICDE26. https://t.co/QJckgUNrbu
#GNNExplainers2.0, #ExplainableAI #GraphDataManagement #GraphDataScience
Sharing the preprint of our #SIGMODRecord paper "Graph Data Management and Graph Machine Learning: Synergies and Opportunities" https://t.co/9CAFMwFXhG #GraphML #GraphDataManagement
A preprint of our workshop report ''LLM+KG: Data Management Opportunities in Unifying Large Language Models+Knowledge Graphs'' is available here: https://t.co/NPokY3GlPy
#LLMs #KnowledgeGraphs #GraphMachineLearning #GraphDataManagement #GraphRAG #VLDB24 #VLDB2024
🌟Excited for the "LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs" workshop at #VLDB2024! 🚀 #AI #NLP #KnowledgeGraphs #DataScience #LLM
This session will begin at 9:00 AM on August 26th!
For more details: https://t.co/oYaee8EbbZ
1. We'll present the following papers @#ICDE2024 #ICDE24 about how data management techniques can be used to generate user-friendly, interactive, configurable, and robust explanations for graph neural networks (#GNNs).
#GraphMachineLearning #GraphDataManagement #ExplainableAI👇
Blog post (https://t.co/7CgOHztzKr) for our paper "View-based Explanations for Graph Neural Networks" - T. Chen, D. Qiu, Y. Wu, A. Khan, X. Ke, and Y. Gao, to be presented
@SIGMODConf #SIGMOD2024 #SIGMOD24 #GraphMachineLearning #GraphDataManagement #DatabaseViews #ExplainableAI
Find the preprint https://t.co/WcojyylRMH of our paper ''View-based Explanations for Graph Neural Networks'' accepted at @SIGMODConf
#SIGMOD2024 #SIGMOD24 #GraphMachineLearning #GraphDataManagement #DatabaseViews #ExplainableA
Blog post (https://t.co/Ufu7A6DZZU) for our #ICDE2024 #ICDE24 IEEE ICDE Conference paper on "Generating Robust Counterfactual Witnesses for Graph Neural Networks" - D. Qiu, M. Wang, A. Khan, and Y. Wu #GraphMachineLearning #GraphDataManagement #ExplainableAI.
stay tuned for the camera-ready of our #ICDE2024 #ICDE24 IEEE ICDE Conference paper on "Generating Robust Counterfactual Witnesses for Graph Neural Networks" 👇 #GraphMachineLearning #GraphDataManagement #ExplainableAI.
Consider submitting papers to LLM+KG workshop: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs, co-located w/
@VLDB2024, https://t.co/10DH8LbiCf [deadline: May 31, 2024] #VLDB24, #LargeLanguageModel, #KnowledgeGraph #GraphDataManagement #GraphML
The website and call for papers of our workshop "LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs" at #VLDB2024 @pvldb @vldbconf is up: https://t.co/10DH8LbiCf
#VLDB24, #LargeLanguageModels, #KnowledgeGraphs #GraphDataManagement
The website and call for papers of our workshop "LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs" at #VLDB2024 @pvldb @vldbconf is up: https://t.co/10DH8LbiCf
#VLDB24, #LargeLanguageModels, #KnowledgeGraphs #GraphDataManagement
stay tuned for the camera-ready of our #ICDE2024 #ICDE24 IEEE ICDE Conference paper on "Generating Robust Counterfactual Witnesses for Graph Neural Networks" 👇 #GraphMachineLearning #GraphDataManagement #ExplainableAI.
Our paper ''Generating Robust Counterfactual Witnesses for Graph Neural Networks'' by Dazhuo Qiu, Mengying Wang, Arijit Khan, and Yinghui Wu has been accepted at the 40th IEEE International Conference on Data Engineering (ICDE).
#ICDE2024 #GraphMachineLearning #ExplainableAI.
2/2: Stay tuned on our call for workshop papers focusing on Data Management Opportunities in Unifying Large Language Models and Knowledge Graphs. #VLDB24 #VLDB2024 @pvldb @VLDBconf #LargeLanguageModels, #KnowledgeGraphs, #GraphDataManagement
1/2: Together with Prof. Tianxing Wu, Southeast University (https://t.co/slR9s9clg8) and Dr. Xi Chen, Tencent (https://t.co/F6ovkJexP4), our workshop proposal "LLM+KG" is accepted at #VLDB2024 @pvldb @vldbconf #VLDB24. #LargeLanguageModels, #KnowledgeGraphs #GraphDataManagement
1/2: Together with Prof. Tianxing Wu, Southeast University (https://t.co/slR9s9clg8) and Dr. Xi Chen, Tencent (https://t.co/F6ovkJexP4), our workshop proposal "LLM+KG" is accepted at #VLDB2024 @pvldb @vldbconf #VLDB24. #LargeLanguageModels, #KnowledgeGraphs #GraphDataManagement
Find the preprint https://t.co/WcojyylRMH of our paper ''View-based Explanations for Graph Neural Networks'' accepted at @SIGMODConf
#SIGMOD2024 #SIGMOD24 #GraphMachineLearning #GraphDataManagement #DatabaseViews #ExplainableA
Excited to share the preprint https://t.co/3rDvTABzDP of our paper ''View-based Explanations for Graph Neural Networks'' by Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, and Yunjun Gao, accepted at
@SIGMODConf
#SIGMOD2024 #SIGMOD24
We'll present a poster on "Explainability Methods for GNNs: Towards Usability, Robustness, and Benchmarking" @ D3A – Danish Digitalization, Data Science and AI conference 2024. #GraphMachineLearning, #GraphDataManagement #ExplainableAI https://t.co/PWw3FbTTSQ @DataScienceDK
Our paper ''View-based Explanations for Graph Neural Networks'' by Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, and Yunjun Gao has been accepted at
@SIGMODConf
#SIGMOD2024 #SIGMOD24 #GraphMachineLearning #GraphDataManagement #DatabaseViews #ExplainableAI.
Cypher is Neo4j’s graph query language that lets you retrieve #data from the graph. Cypher lets you focus on what data you want out of the graph (not how to go get it).
Continue Here ➡️https://t.co/cpNQ8cFlIS
#GraphDataManagement #DataScience #GraphDB #Analytics #CDO #Neo4j
Our paper ''View-based Explanations for Graph Neural Networks'' by Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, and Yunjun Gao has been accepted at @SIGMODConf #SIGMOD2024 #SIGMOD24 #GraphMachineLearning #GraphDataManagement #DatabaseViews #ExplainableAI.
presentation and poster session of our paper "Neighborhood-based Hypergraph Core Decomposition" is happening today (31/08) at #VLDB2023 #VLDB23 Naheed Anjum Arafat
paper: https://t.co/ZbTo829Nqr
blog: https://t.co/apWMC1Izig
#HigherOrderNetworks #GraphDataManagement
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