Jun Ma

19 papers A* 3A 1B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2023 A* conf
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications.
KDD
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
2023 J jnl
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications.
CoRR
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
2023 B conf
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce.
IEEE Big Data
Karan Samel, Houyu Zhang, Jun Ma, Haoming Jiang, Qing Ping, Sheng Wang, Yi Xu, Belinda Zeng, Trishul Chilimbi
2023 — conf
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.
ECML/PKDD (3)
Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
2023 J jnl
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.
CoRR
Costas Mavromatis, Vassilis N. Ioannidis, Shen Wang, Da Zheng, Soji Adeshina, Jun Ma, Han Zhao, Christos Faloutsos, George Karypis
2023 J jnl
Trustworthiness-aware knowledge graph representation for recommendation.
Knowl. Based Syst.
Yan Ge, Jun Ma, Li Zhang, Xiang Li, Haiping Lu
2022 J jnl
Efficient and effective training of language and graph neural network models.
CoRR
Vassilis N. Ioannidis, Xiang Song, Da Zheng, Houyu Zhang, Jun Ma, Yi Xu, Belinda Zeng, Trishul Chilimbi, George Karypis
2022 J jnl
Knowledge-aware Neural Collective Matrix Factorization for Cross-domain Recommendation.
CoRR
Li Zhang, Yan Ge, Jun Ma, Jianmo Ni, Haiping Lu
2021 A conf
EX3: Explainable Attribute-aware Item-set Recommendations.
RecSys
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, Yongfeng Zhang
2021 — conf
End-to-End Conversational Search for Online Shopping with Utterance Transfer.
EMNLP (1)
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
2021 J jnl
End-to-End Conversational Search for Online Shopping with Utterance Transfer.
CoRR
Liqiang Xiao, Jun Ma, Xin Luna Dong, Pascual Martínez-Gómez, Nasser Zalmout, Wei Chen, Tong Zhao, Hao He, Yaohui Jin
2020 A* conf
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
KDD
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
2020 J jnl
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types.
CoRR
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
2020 A* conf
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories.
ACL
Giannis Karamanolakis, Jun Ma, Xin Luna Dong
2020 J jnl
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories.
CoRR
Giannis Karamanolakis, Jun Ma, Xin Luna Dong
2020 J jnl
Unifying Homophily and Heterophily Network Transformation via Motifs.
CoRR
Yan Ge, Jun Ma, Li Zhang, Haiping Lu
2018 — conf
LinkNBed: Multi-Graph Representation Learning with Entity Linkage.
ACL (1)
Rakshit S. Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha
2018 J jnl
LinkNBed: Multi-Graph Representation Learning with Entity Linkage.
CoRR
Rakshit S. Trivedi, Bunyamin Sisman, Jun Ma, Christos Faloutsos, Hongyuan Zha, Xin Luna Dong
2014 — —
Quantitative Simulation of Synaptic Vesicle Release at the Neuromuscular Junction.
Jun Ma