Harry Shomer

43 papers A* 8A 2B 2Journal 24Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Are Expressive Encoders Necessary for Discrete Graph Generation?
CoRR
Jay Revolinsky, Harry Shomer, Jiliang Tang
2026 A* conf
Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs.
WWW
Haoyu Han, Kai Guo, Harry Shomer, Yu Wang, Yucheng Chu, Hang Li, Li Ma, Jiliang Tang
2026 A conf
Rigorizing Retrieval-augmented Generation with Structured Knowledge Intelligence (6 Hrs).
WSDM
Zhisheng Qi, Yongjia Lei, Haoyu Han, Harry Shomer, Kaize Ding, Yu Zhang, Ryan A. Rossi, Hui Liu, Yu Wang
2025 B conf
A LLM-Powered Automatic Grading Framework with Human-Level Guidelines Optimization.
EDM
Yucheng Chu, Hang Li, Kaiqi Yang, Harry Shomer, Yasemin Copur-Gencturk, Leonora Kaldaras, Kevin C. Haudek, Joseph Krajcik, Namsoo Shin, Hui Liu, Jiliang Tang
2025 — conf
A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation.
KDD (2)
Yu Song, Zhigang Hua, Harry Shomer, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu
2025 J jnl
A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation.
CoRR
Yu Song, Zhigang Hua, Harry Shomer, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu
2025 J jnl
Automated Label Placement on Maps via Large Language Models.
CoRR
Harry Shomer, Jiejun Xu
2025 J jnl
Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG.
CoRR
Kai Guo, Xinnan Dai, Shenglai Zeng, Harry Shomer, Haoyu Han, Yu Wang, Jiliang Tang
2025 A* conf
Empowering GraphRAG with Knowledge Filtering and Integration.
EMNLP
Kai Guo, Harry Shomer, Shenglai Zeng, Haoyu Han, Yu Wang, Jiliang Tang
2025 J jnl
Empowering GraphRAG with Knowledge Filtering and Integration.
CoRR
Kai Guo, Harry Shomer, Shenglai Zeng, Haoyu Han, Yu Wang, Jiliang Tang
2025 — conf
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation.
IJCNLP-AACL (long papers)
Juanhui Li, Haoyu Han, Zhikai Chen, Harry Shomer, Wei Jin, Amin Javari, Hui Liu
2025 J jnl
Higher-order Structure Boosts Link Prediction on Temporal Graphs.
CoRR
Jingzhe Liu, Zhigang Hua, Yan Xie, Bingheng Li, Harry Shomer, Yu Song, Kaveh Hassani, Jiliang Tang
2025 — conf
Machine Learning on Graphs in the Era of Generative Artificial Intelligence.
KDD (2)
Yu Wang, Yu Zhang, Zhichun Guo, Harry Shomer, Haoyu Han, Tyler Derr, Nesreen K. Ahmed, Mahantesh Halappanavar, Jiliang Tang
2025 J jnl
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights.
CoRR
Haoyu Han, Harry Shomer, Yu Wang, Yongjia Lei, Kai Guo, Zhigang Hua, Bo Long, Hui Liu, Jiliang Tang
2025 J jnl
Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs.
CoRR
Haoyu Han, Kai Guo, Harry Shomer, Yu Wang, Yucheng Chu, Hang Li, Li Ma, Jiliang Tang
2025 J jnl
Retrieval-Augmented Generation with Graphs (GraphRAG).
CoRR
Haoyu Han, Yu Wang, Harry Shomer, Kai Guo, Jiayuan Ding, Yongjia Lei, Mahantesh Halappanavar, Ryan A. Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, Jiliang Tang
2025 J jnl
Subgraph Generation for Generalizing on Out-of-Distribution Links.
CoRR
Jay Revolinsky, Harry Shomer, Jiliang Tang
2025 — conf
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion.
KDD (2)
Harry Shomer, Jay Revolinsky, Jiliang Tang
2025 — conf
Towards Understanding Link Predictor Generalizability Under Distribution Shifts.
KDD (2)
Jay Revolinsky, Harry Shomer, Jiliang Tang
2024 J jnl
A LLM-Powered Automatic Grading Framework with Human-Level Guidelines Optimization.
CoRR
Yucheng Chu, Hang Li, Kaiqi Yang, Harry Shomer, Hui Liu, Yasemin Copur-Gencturk, Jiliang Tang
2024 J jnl
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation.
CoRR
Juanhui Li, Haoyu Han, Zhikai Chen, Harry Shomer, Wei Jin, Amin Javari, Jiliang Tang
2024 A* conf
LPFormer: An Adaptive Graph Transformer for Link Prediction.
KDD
Harry Shomer, Yao Ma, Haitao Mao, Juanhui Li, Bo Wu, Jiliang Tang
2024 A* conf
Mixture of Link Predictors on Graphs.
NeurIPS
Li Ma, Haoyu Han, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang
2024 J jnl
Mixture of Link Predictors.
CoRR
Li Ma, Haoyu Han, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang
2024 A* conf
Revisiting Link Prediction: a data perspective.
ICLR
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
2024 — conf
Sub-Graph Based Diffusion Model for Link Prediction.
LoG
Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang
2024 J jnl
Sub-graph Based Diffusion Model for Link Prediction.
CoRR
Hang Li, Wei Jin, Geri Skenderi, Harry Shomer, Wenzhuo Tang, Wenqi Fan, Jiliang Tang
2024 J jnl
Towards Better Benchmark Datasets for Inductive Knowledge Graph Completion.
CoRR
Harry Shomer, Jay Revolinsky, Jiliang Tang
2024 J jnl
Understanding the Generalizability of Link Predictors Under Distribution Shifts on Graphs.
CoRR
Jay Revolinsky, Harry Shomer, Jiliang Tang
2023 A conf
A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data.
CIKM
Wentao Wang, Harry Shomer, Yuxuan Wan, Yaxin Li, Jiangtao Huang, Hui Liu
2023 J jnl
Adaptive Pairwise Encodings for Link Prediction.
CoRR
Harry Shomer, Yao Ma, Haitao Mao, Juanhui Li, Bo Wu, Jiliang Tang
2023 — conf
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion?
ACL (1)
Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
2023 A* conf
Distance-Based Propagation for Efficient Knowledge Graph Reasoning.
EMNLP
Harry Shomer, Yao Ma, Juanhui Li, Bo Wu, Charu C. Aggarwal, Jiliang Tang
2023 J jnl
Distance-Based Propagation for Efficient Knowledge Graph Reasoning.
CoRR
Harry Shomer, Yao Ma, Juanhui Li, Bo Wu, Charu C. Aggarwal, Jiliang Tang
2023 A* conf
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking.
NeurIPS
Juanhui Li, Harry Shomer, Haitao Mao, Shenglai Zeng, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
2023 J jnl
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking.
CoRR
Juanhui Li, Harry Shomer, Haitao Mao, Shenglai Zeng, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
2023 B conf
Learning Representations for Hyper-Relational Knowledge Graphs.
ASONAM
Harry Shomer, Wei Jin, Juanhui Li, Yao Ma, Hui Liu
2023 J jnl
Revisiting Link Prediction: A Data Perspective.
CoRR
Haitao Mao, Juanhui Li, Harry Shomer, Bingheng Li, Wenqi Fan, Yao Ma, Tong Zhao, Neil Shah, Jiliang Tang
2023 A* conf
Toward Degree Bias in Embedding-Based Knowledge Graph Completion.
WWW
Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang
2023 J jnl
Toward Degree Bias in Embedding-Based Knowledge Graph Completion.
CoRR
Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang
2022 J jnl
Are Graph Neural Networks Really Helpful for Knowledge Graph Completion?
CoRR
Juan-Hui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
2022 J jnl
Detecting Harmful Online Conversational Content towards LGBTQIA+ Individuals.
CoRR
Jamell Dacon, Harry Shomer, Shaylynn Crum-Dacon, Jiliang Tang
2022 J jnl
Learning Representations for Hyper-Relational Knowledge Graphs.
CoRR
Harry Shomer, Wei Jin, Juan-Hui Li, Yao Ma, Jiliang Tang