Mingxuan Ju

1. Generate rather than Retrieve: Large Language Models are Strong Context Generators
   2022/09/21 by Wenhao Yu, Yu, Wenhao, Dan Iter +15 · 18 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation
   2023/10/01 by Mingxuan Ju, Tong Zhao, Ju, Mingxuan +7 · 7 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
3. Heterogeneous Temporal Graph Neural Network
   2021/10/26 by Yujie Fan, Mingxuan Ju, Fan, Yujie +7 · 4 citations
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
4. Enhancing Item Tokenization for Generative Recommendation through Self-Improvement
   2024/12/22 by Runjin Chen, Mingxuan Ju, Chen, Runjin +16 · 5 citations
   Computer Science · #Recommender Systems and Techniques #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
5. Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement Learning
   2022/11/19 by Mingxuan Ju, Yujie Fan, Ju, Mingxuan +5 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
6. Improving Out-of-Vocabulary Handling in Recommendation Systems
   2024/03/27 by William Shiao, Mingxuan Ju, Shiao, William +13 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
7. On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
   2025/05/16 by Donald Loveland, Loveland, Donald, Mingxuan Ju +7 · 3 citations
   Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mobile Crowdsensing and Crowdsourcing
8. Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics
   2025/03/30 by Jing Zhu, Zhu, Jing, Mingxuan Ju +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
9. Beyond Fixed Depths and Widths: Optimizing Textual Decoding Tries in LLM-based Generative Recommendation
   2026/07/18 by Jingzhe Liu, Hanbing Wang, Jiliang Tang +4
   #cs.IR