Jun Ma

According to our database, Jun Ma authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.

Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications.

Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing Ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce.

Karan Samel, Houyu Zhang, Jun Ma, Haoming Jiang, Qing Ping, Sheng Wang, Yi Xu, Belinda Zeng, Trishul Chilimbi

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Knowledge-aware Neural Collective Matrix Factorization for Cross-domain Recommendation.

Li Zhang, Yan Ge, Jun Ma, Jianmo Ni, Haiping Lu

CoRR, 2022

Efficient and effective training of language and graph neural network models.

Vassilis N. Ioannidis, Xiang Song, Da Zheng, Houyu Zhang, Jun Ma, Yi Xu, Belinda Zeng, Trishul Chilimbi, George Karypis

CoRR, 2022

2021

EX3: Explainable Attribute-aware Item-set Recommendations.

Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

End-to-End Conversational Search for Online Shopping with Utterance Transfer.

Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.

Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories.

Giannis Karamanolakis, Jun Ma, Xin Luna Dong

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2018

LinkNBed: Multi-Graph Representation Learning with Entity Linkage.

Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2014

Quantitative Simulation of Synaptic Vesicle Release at the Neuromuscular Junction.

Jun Ma

PhD thesis, 2014