Mingxuan Ju

2026

doi dblp
Sequential Data Augmentation for Generative Recommendation.
Geon Lee|Bhuvesh Kumar|Mingxuan Ju|Tong Zhao|Kijung Shin|Neil Shah|Liam Collins
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
MI4Rec: Pretrained Language Model based Cold-Start Recommendation with Meta-Item Embeddings.
Zaiyi Zheng|Diego Ceccarelli|Yaochen Zhu|Yaochen Zhu|Diego Ceccarelli|Haochen Liu|Salvatore Orlando|Raffaele Perego|Mingxuan Ju|Tong Zhao|Salvatore Trani|Neil Shah|Jundong Li
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Understanding and Scaling Collaborative Filtering Optimization from the Perspective of Matrix Rank.
Donald Loveland|Xinyi Wu|Tong Zhao|Danai Koutra|Neil Shah|Mingxuan Ju
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems.
Xinyi Wu|Donald Loveland|Runjin Chen|Yozen Liu|Xin Chen|Leonardo Neves|Ali Jadbabaie|Mingxuan Ju|Neil Shah|Tong Zhao
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Improving Out-of-Vocabulary Hashing in Recommendation Systems.
William Shiao|Mingxuan Ju|Zhichun Guo|Xin Chen|Evangelos E. Papalexakis|Tong Zhao|Neil Shah|Yozen Liu
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2023

doi dblp
Leveraging Comment Retrieval for Code Summarization.
Shifu Hou|Lingwei Chen|Mingxuan Ju|Yanfang Ye
Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, Proceedings, Part II
doi dblp
Self-Supervised Graph Structure Refinement for Graph Neural Networks.
Jianan Zhao|Qianlong Wen|Mingxuan Ju|Chuxu Zhang|Yanfang Ye
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2021

doi dblp
Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond.
Mingxuan Ju|Wei Song|Shiyu Sun|Yanfang Ye|Yujie Fan|Shifu Hou|Kenneth A. Loparo|Liang Zhao
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner.
Yanfang Ye|Yujie Fan|Shifu Hou|Yiming Zhang|Yiyue Qian|Shiyu Sun|Qian Peng|Mingxuan Ju|Wei Song|Kenneth A. Loparo
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020