Are Graph Neural Networks Really Helpful for Knowledge Graph Completion? - Juan-Hui Li; Harry Shomer; Jiayuan Ding; Yiqi Wang 001; Yao Ma 001; Neil Shah; Jiliang Tang; Dawei Yin (CoRR, 2022)

Detecting Harmful Online Conversational Content towards LGBTQIA+ Individuals. - Jamell Dacon; Harry Shomer; Shaylynn Crum-Dacon; Jiliang Tang (CoRR, 2022)

Learning Representations for Hyper-Relational Knowledge Graphs. - Harry Shomer; Wei Jin 009; Juan-Hui Li; Yao Ma 001; Jiliang Tang (CoRR, 2022)

Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? - Juanhui Li; Harry Shomer; Jiayuan Ding; Yiqi Wang 001; Yao Ma 001; Neil Shah; Jiliang Tang; Dawei Yin (ACL (1), 2023)

Learning Representations for Hyper-Relational Knowledge Graphs. - Harry Shomer; Wei Jin 009; Juanhui Li; Yao Ma 001; Hui Liu 031 (ASONAM, 2023)

A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data. - Wentao Wang 006; Harry Shomer; Yuxuan Wan; Yaxin Li 001; Jiangtao Huang; Hui Liu 031 (CIKM, 2023)

Distance-Based Propagation for Efficient Knowledge Graph Reasoning. - Harry Shomer; Yao Ma 001; Juanhui Li; Bo Wu 002; Charu C. Aggarwal; Jiliang Tang (EMNLP, 2023)

Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking. - Juanhui Li; Harry Shomer; Haitao Mao; Shenglai Zeng; Yao Ma 001; Neil Shah; Jiliang Tang; Dawei Yin (NeurIPS, 2023)

Toward Degree Bias in Embedding-Based Knowledge Graph Completion. - Harry Shomer; Wei Jin 009; Wentao Wang 006; Jiliang Tang (WWW, 2023)

Adaptive Pairwise Encodings for Link Prediction. - Harry Shomer; Yao Ma 001; Haitao Mao; Juanhui Li; Bo Wu 002; Jiliang Tang (CoRR, 2023)

Revisiting Link Prediction: a data perspective. - Haitao Mao; Juanhui Li; Harry Shomer; Bingheng Li; Wenqi Fan; Yao Ma 001; Tong Zhao 003; Neil Shah; Jiliang Tang (ICLR, 2024)

LPFormer: An Adaptive Graph Transformer for Link Prediction. - Harry Shomer; Yao Ma 001; Haitao Mao; Juanhui Li; Bo Wu 002; Jiliang Tang (KDD, 2024)

Sub-Graph Based Diffusion Model for Link Prediction. - Hang Li 007; Wei Jin 009; Geri Skenderi; Harry Shomer; Wenzhuo Tang; Wenqi Fan; Jiliang Tang (LoG, 2024)

Mixture of Link Predictors on Graphs. - Li Ma 012; Haoyu Han 001; Juanhui Li; Harry Shomer; Hui Liu 031; Xiaofeng Gao 001; Jiliang Tang (NeurIPS, 2024)

Mixture of Link Predictors. - Li Ma 012; Haoyu Han 001; Juanhui Li; Harry Shomer; Hui Liu 031; Xiaofeng Gao 001; Jiliang Tang (CoRR, 2024)

Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation. - Juanhui Li; Haoyu Han 001; Zhikai Chen; Harry Shomer; Wei Jin 009; Amin Javari; Jiliang Tang (CoRR, 2024)

Understanding the Generalizability of Link Predictors Under Distribution Shifts on Graphs. - Jay Revolinsky; Harry Shomer; Jiliang Tang (CoRR, 2024)

Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion. - Harry Shomer; Jay Revolinsky; Jiliang Tang (CoRR, 2024)

A LLM-Powered Automatic Grading Framework with Human-Level Guidelines Optimization. - Yucheng Chu; Hang Li 007; Kaiqi Yang 001; Harry Shomer; Hui Liu 031; Yasemin Copur-Gencturk; Jiliang Tang (CoRR, 2024)

A LLM-Powered Automatic Grading Framework with Human-Level Guidelines Optimization. - Yucheng Chu; Hang Li 007; Kaiqi Yang 001; Harry Shomer; Yasemin Copur-Gencturk; Leonora Kaldaras; Kevin C. Haudek; Joseph Krajcik; Namsoo Shin; Hui Liu 031; Jiliang Tang (EDM, 2025)

Retrieval-Augmented Generation with Graphs (GraphRAG). - Haoyu Han 001; Yu Wang 160; Harry Shomer; Kai Guo 003; Jiayuan Ding; Yongjia Lei; Mahantesh Halappanavar; Ryan A. Rossi; Subhabrata Mukherjee; Xianfeng Tang; Qi He 002; Zhigang Hua; et al. (CoRR, 2025)

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights. - Haoyu Han 001; Harry Shomer; Yu Wang 160; Yongjia Lei; Kai Guo 003; Zhigang Hua; Bo Long; Hui Liu 031; Jiliang Tang (CoRR, 2025)

Empowering GraphRAG with Knowledge Filtering and Integration. - Kai Guo 003; Harry Shomer; Shenglai Zeng; Haoyu Han 001; Yu Wang 160; Jiliang Tang (CoRR, 2025)

Higher-order Structure Boosts Link Prediction on Temporal Graphs. - Jingzhe Liu; Zhigang Hua; Yan Xie; Bingheng Li; Harry Shomer; Yu Song; Kaveh Hassani; Jiliang Tang (CoRR, 2025)

Subgraph Generation for Generalizing on Out-of-Distribution Links. - Jay Revolinsky; Harry Shomer; Jiliang Tang (CoRR, 2025)

Automated Label Placement on Maps via Large Language Models. - Harry Shomer; Jiejun Xu (CoRR, 2025)

A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation. - Yu Song; Zhigang Hua; Harry Shomer; Yan Xie; Jingzhe Liu; Bo Long; Hui Liu 031 (CoRR, 2025)