Haitao Mao
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs
2023/07/07 by Zhikai Chen, Haitao Mao, Chen, Zhikai +19 · 28 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
2023/06/18 by Juanhui Li, Li, Juanhui, Harry Shomer +13 · 11 citations
Computer Science · Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks
- A Large Scale Search Dataset for Unbiased Learning to Rank
2022/07/07 by Lixin Zou, Zou, Lixin, Haitao Mao +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications
- Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
2024/06/15 by Zhikai Chen, Haitao Mao, Chen, Zhikai +19 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cellular Automata and Applications #DNA and Biological Computing #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Graph Machine Learning in the Era of Large Language Models (LLMs)
2024/04/23 by Shijie Wang, Fan, Wenqi, Jiani Huang +19 · 1 voice · 6 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #cs.AI #cs.CL #cs.LG #cs.SI
- Label-free Node Classification on Graphs with Large Language Models (LLMS)
2023/10/07 by Zhikai Chen, Chen, Zhikai, Haitao Mao +13 · 5 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
2024/06/04 by Bingheng Li, Li, Bingheng, Linxin Yang +19 · 6 citations
Computer Science · Engineering · #Advanced Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Optimization and Control (math.OC)
- Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
2024/07/21 by Guangliang Liu, Liu, Guangliang, Haitao Mao +5 · 3 citations
Decision Sciences · Neuroscience · #Computation and Language (cs.CL) #Ethics in Business and Education #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
- A Pure Transformer Pretraining Framework on Text-attributed Graphs
2024/06/19 by Yu Song, Song, Yu, Haitao Mao +14 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Whole Page Unbiased Learning to Rank
2022/10/19 by Haitao Mao, Lixin Zou, Mao, Haitao +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Text and Document Classification Technologies
- Towards Neural Scaling Laws on Graphs
2024/02/03 by Jingzhe Liu, Haitao Mao, Liu, Jingzhe +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications