Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking Harry Shomer*, Juanhui Li* (co-first author), Haitao Ma, Shenglai Zeng, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin. In Proceedings of the Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, Dec. 2023.
Learning Representations for Hyper-Relational Knowledge Graphs Harry Shomer, Wei Jin, Juanhui Li, Yao Ma, Hui Liu. In the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data Wentao Wang*, Harry Shomer* (co-first author), Yuxuan Wan, Yaxin Li, Jiangtao Huang and Hui Liu In Proceedings of the 32nd ACM International on Conference on Information and Knowledge Management (CIKM), 2023
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Toward Degree Bias in Embedding-Based Knowledge Graph Completion Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang. In Proceedings of the ACM Web Conference (WWW), 2023
Detecting Harmful Conversational Content towards LGBTQIA+ Individuals Jamell Dacon, Harry Shomer, Shaylynn Crum-Dacon, Jiliang Tang. NAACL’22: Queer in AI Workshop, 2022