Harry Shomer

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 20

Top Topics

Bipartite Graph

Imbalanced Data

Message Passing

Link Prediction

Top Venues

Publications

Li Ma, Haoyu Han, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang
Mixture of Link Predictors. CoRR (2024)
Jay Revolinsky, Harry Shomer, Jiliang Tang
Understanding the Generalizability of Link Predictors Under Distribution Shifts on Graphs. CoRR (2024)
Harry Shomer, Jay Revolinsky, Jiliang Tang
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion. CoRR (2024)
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
Revisiting Link Prediction: a data perspective. ICLR (2024)
Juanhui Li, Haoyu Han, Zhikai Chen, Harry Shomer, Wei Jin, Amin Javari, Jiliang Tang
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation. CoRR (2024)
Harry Shomer, Yao Ma, Haitao Mao, Juanhui Li, Bo Wu, Jiliang Tang
LPFormer: An Adaptive Graph Transformer for Link Prediction. KDD (2024)
Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang
Toward Degree Bias in Embedding-Based Knowledge Graph Completion. CoRR (2023)
Harry Shomer, Yao Ma, Juanhui Li, Bo Wu, Charu C. Aggarwal, Jiliang Tang
Distance-Based Propagation for Efficient Knowledge Graph Reasoning. CoRR (2023)
Wentao Wang, Harry Shomer, Yuxuan Wan, Yaxin Li, Jiangtao Huang, Hui Liu
A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data. CIKM (2023)
Harry Shomer, Yao Ma, Juanhui Li, Bo Wu, Charu C. Aggarwal, Jiliang Tang
Distance-Based Propagation for Efficient Knowledge Graph Reasoning. EMNLP (2023)
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
Revisiting Link Prediction: A Data Perspective. CoRR (2023)
Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL (1) (2023)
Harry Shomer, Wei Jin, Juanhui Li, Yao Ma, Hui Liu
Learning Representations for Hyper-Relational Knowledge Graphs. ASONAM (2023)
Harry Shomer, Yao Ma, Haitao Mao, Juanhui Li, Bo Wu, Jiliang Tang
Adaptive Pairwise Encodings for Link Prediction. CoRR (2023)
Juanhui Li, Harry Shomer, Haitao Mao, Shenglai Zeng, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking. NeurIPS (2023)
Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang
Toward Degree Bias in Embedding-Based Knowledge Graph Completion. WWW (2023)
Juanhui Li, Harry Shomer, Haitao Mao, Shenglai Zeng, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking. CoRR (2023)
Jamell Dacon, Harry Shomer, Shaylynn Crum-Dacon, Jiliang Tang
Detecting Harmful Online Conversational Content towards LGBTQIA+ Individuals. CoRR (2022)
Juan-Hui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Are Graph Neural Networks Really Helpful for Knowledge Graph Completion? CoRR (2022)
Harry Shomer, Wei Jin, Juan-Hui Li, Yao Ma, Jiliang Tang
Learning Representations for Hyper-Relational Knowledge Graphs. CoRR (2022)