Wenqi Fan
- Graph Neural Networks for Social Recommendation
2019/02/19 by Wenqi Fan, Yao Ma, Fan, Wenqi +11 · 62 citations
Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs
2023/07/07 by Zhikai Chen, Haitao Mao, Chen, Zhikai +19 · 27 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
- A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
2025/03/30 by Liangbo Ning, Ziran Liang, Ning, Liangbo +19 · 31 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Personal Information Management and User Behavior #Web Data Mining and Analysis
- A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation
2024/01/29 by Mohammad R. Hashemi, Hashemi, Mohammad, Shengbo Gong +9 · 12 citations
Social Sciences · Computer Science · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #Graph Theory and Algorithms
- Generative Diffusion Models on Graphs: Methods and Applications
2023/02/06 by Cheng-Yi Liu, Liu, Chengyi, Wenqi Fan +13 · 9 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- A Comprehensive Survey on Trustworthy Recommender Systems
2022/09/21 by Wenqi Fan, Xiangyu Zhao, Fan, Wenqi +19 · 6 citations
Computer Science · #Blockchain Technology Applications and Security #Explainable Artificial Intelligence (XAI)
- Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
2025/01/04 by Shijie Wang, Wang, Shijie, Wenqi Fan +10 · 15 citations
Computer Science · #Cognitive Computing and Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Trustworthy AI: A Computational Perspective
2021/07/12 by Haochen Liu, Liu, Haochen, Yiqi Wang +15 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Does Gender Matter? Towards Fairness in Dialogue Systems
2019/10/16 by Haochen Liu, Liu, Haochen, Jamell Dacon +9 · 5 citations
Computer Science · Social Sciences · #Topic Modeling #Ethics and Social Impacts of AI #Hate Speech and Cyberbullying Detection
- A Survey of Mamba
2024/08/02 by Haohao Qu, Qu, Haohao, Liangbo Ning +13 · 9 citations
Social Sciences · #African history and culture studies
- Large Language Models are In-Context Molecule Learners
2024/03/07 by Jiatong Li, Li, Jiatong, Wei Liu +9 · 7 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
2024/10/04 by Xinnan Dai, Haohao Qu, Dai, Xinnan +15 · 10 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- Graph Machine Learning in the Era of Large Language Models (LLMs)
2024/04/23 by Shijie Wang, Jiani Huang, Fan, Wenqi +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
- MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction
2024/06/18 by Yuyan Liu, Liu, Yuyan, Sirui Ding +7 · 7 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #and Science (cs.CE)
- Fairly Adaptive Negative Sampling for Recommendations
2023/02/16 by Xiao Chen, Chen, Xiao, Wenqi Fan +11 · 4 citations
Computer Science · #Recommender Systems and Techniques #Domain Adaptation and Few-Shot Learning #Face recognition and analysis
- Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
2024/04/18 by Jiabao Ji, Ji, Jiabao, Bairu Hou +17 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Fast Graph Condensation with Structure-based Neural Tangent Kernel
2023/10/17 by Lin Wang, Wenqi Fan, Wang, Lin +7 · 2 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Advanced Graph Neural Networks #Web Data Mining and Analysis
- Dataset Condensation for Recommendation
2023/10/02 by Jiahao Wu, Wu, Jiahao, Wenqi Fan +12 · 2 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Stochastic Gradient Optimization Techniques
- TF-DCon: Leveraging Large Language Models (LLMs) to Empower Training-Free Dataset Condensation for Content-Based Recommendation
2023/10/15 by Jiahao Wu, Qijiong Liu, Wu, Jiahao +13 · 2 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
- A Comprehensive Survey on Automated Machine Learning for Recommendations
2022/04/04 by Bo Chen, Xiangyu Zhao, Chen, Bo +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
- Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
2025/02/09 by Yanhao Jia, Xiao‐Qin Wu, Jia, Yanhao +11 · 3 citations
Computer Science · #Educational Technology and Assessment
- Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
2025/04/03 by Liangbo Ning, Wenqi Fan, Ning, Liangbo +3 · 3 citations
Computer Science · #Web Data Mining and Analysis
- SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation
2024/09/02 by Yifeng Zhang, Haohao Qu, Qu, Haohao +7 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document
2026/07/26 by Xin He, Yili Wang, Wenqi Fan +4
#cs.IR #cs.AI
- Diffusion Language Model for Recommendation
2026/07/23 by Chengyi Liu, Yongqi Zhou, Junwei Pan +8
#cs.IR