| Aug 27, 2025 |
LPFormer was just merged into PyTorch Geometric. Check it out here!
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| Aug 21, 2025 |
One paper accepted by EMNLP (main)! [pdf]
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| Jul 17, 2025 |
New preprint on using data augmentation to improve link prediction generalization on OOD samples [pdf]
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| Jul 01, 2025 |
Our paper “Automated Label Placement on Maps via LLMs” is accepted at the AI4DE Workshop at KDD’25!
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| May 22, 2025 |
New preprint on incorporating higher-order information for Temporal LP [pdf]
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| May 16, 2025 |
Three papers accepted by KDD’25! (1 research track and 2 in D&B)
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| Apr 17, 2025 |
📢 We’re organizing a workshop at KDD’25 - Machine Learning on Graphs in the Era of Generative Artificial Intelligence. Papers are due May 8th!
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| Apr 10, 2025 |
Paper accepted by EDM’25!
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| Mar 19, 2025 |
New preprint - “Empowering GraphRAG with Knowledge Filtering and Integration” [pdf]
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| Feb 18, 2025 |
New preprint studying the effectiveness of RAG vs. GraphRAG [pdf]
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| Jan 05, 2025 |
New survey on Retrieval-Augmented Generation (RAG) with Graphs [pdf]
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| Dec 30, 2024 |
Our tutorial on Retrieval-Augmented Generation (RAG) for Graph Data is accepted by SDM’25! Stay tuned for a survey to be released soon.
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| Nov 20, 2024 |
One paper accepted by LoG’24 [pdf]!
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| Oct 10, 2024 |
New preprint on designing an automatic grader using LLMs [pdf]
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| Sep 22, 2024 |
Our paper on designing a MoE for link prediction [pdf] is accepted by NeurIPS’24!
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| Jun 29, 2024 |
New preprint on constructing newer and better datasets for inductive knowledge graph completion [pdf]
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| Jun 25, 2024 |
New preprint studying the generalizability of link predictors [pdf]
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| Jun 13, 2024 |
Started my summer internship at HRL Labs!
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| May 11, 2024 |
Our paper “LPFormer: An Adaptive Graph Transformer for Link Prediction” is accepted by KDD’24!
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| Feb 26, 2024 |
New preprint - “Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation
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| Feb 13, 2024 |
New preprint on MoE for link prediction - “Mixture of Link Predictors
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| Jan 17, 2024 |
Our work “Revisiting Link Prediction: A Data Perspective” is accepted by ICLR’24!
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| Jan 14, 2024 |
Traveled to Notre Dame for the Learning on Graphs (LoG) Meetup (Link)!
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| Oct 25, 2023 |
New preprint - “LPFormer: An Adaptive Graph Transformer for Link Prediction”
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| Oct 14, 2023 |
Our work “Distance-Based Propagation for Efficient Knowledge Graph Reasoning” is accepted by EMNLP’23 (main)!
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| Sep 30, 2023 |
New preprint - “Revisiting Link Prediction: A Data Perspective”
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| Sep 24, 2023 |
Our work “Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking” is accepted by NeurIPS’23!
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| Sep 18, 2023 |
Our work “Learning Representations for Hyper-Relational Knowledge Graphs” is accepted by ASONAM’23!
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| Aug 19, 2023 |
“A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data” is accepted by CIKM’23!
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| Aug 05, 2023 |
Invited to serve as a PC member for AAAI’24
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| Jun 24, 2023 |
New preprint - “Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking”
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| May 15, 2023 |
Our work “Are MPNNs Really Helpful for Knowledge Graph Completion?” is accepted by ACL’23!
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| Jan 20, 2023 |
Our work “Toward Degree Bias in Embedding-Based Knowledge Graph Completion” is accepted by TheWebConf’23!
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| Jan 08, 2023 |
Invited to serve as a PC member for ACL’23
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| Jan 03, 2023 |
Invited to serve as a PC member for MLoG@ICDM’22
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| Aug 22, 2022 |
New preprint - “Learning Representations for Hyper-Relational Knowledge Graphs”
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| May 03, 2022 |
Our work “Detecting Harmful Conversational Content towards LGBTQIA+ Individuals” is accepted by the Queer in AI Workshop @ NAACL’22!
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| May 03, 2022 |
New preprint - “Are Graph Neural Networks Really Helpful for Knowledge Graph Completion?”
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| Jan 03, 2022 |
Invited to serve as a PC member for MLoG@WSDM’22
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| Oct 21, 2021 |
Invited to serve as a PC member for WSDM’22
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| Apr 01, 2021 |
Awarded the NRT-Impacts Fellowship.
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| Aug 20, 2020 |
Awarded the MSU Engineering Distinguished Fellowship.
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