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Jun Ma
Jun Ma
Walgreens
Dirección de correo verificada de walgreens.com
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Autoknow: Self-driving knowledge collection for products of thousands of types
XL Dong, X He, A Kan, X Li, Y Liang, J Ma, YE Xu, C Zhang, T Zhao, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
872020
Txtract: Taxonomy-aware knowledge extraction for thousands of product categories
G Karamanolakis, J Ma, XL Dong
arXiv preprint arXiv:2004.13852, 2020
672020
Linknbed: Multi-graph representation learning with entity linkage
R Trivedi, B Sisman, J Ma, C Faloutsos, H Zha, XL Dong
arXiv preprint arXiv:1807.08447, 2018
612018
Ex3: Explainable attribute-aware item-set recommendations
Y Xian, T Zhao, J Li, J Chan, A Kan, J Ma, XL Dong, C Faloutsos, ...
Proceedings of the 15th ACM Conference on Recommender Systems, 484-494, 2021
472021
GraphRAD: a graph-based risky account detection system
J Ma, D Zhang, Y Wang, Y Zhang, A Pozdnoukhov
Proceedings of ACM SIGKDD conference 9, 1-9, 2018
322018
Transmitter release site organization can predict synaptic function at the neuromuscular junction
R Laghaei, J Ma, TB Tarr, AE Homan, L Kelly, MS Tilvawala, BS Vuocolo, ...
Journal of neurophysiology 119 (4), 1340-1355, 2018
232018
New insights into short-term synaptic facilitation at the frog neuromuscular junction
J Ma, L Kelly, J Ingram, TJ Price, SD Meriney, M Dittrich
Journal of neurophysiology 113 (1), 71-87, 2015
222015
Train your own gnn teacher: Graph-aware distillation on textual graphs
C Mavromatis, VN Ioannidis, S Wang, D Zheng, S Adeshina, J Ma, H Zhao, ...
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
212023
Graph-aware language model pre-training on a large graph corpus can help multiple graph applications
H Xie, D Zheng, J Ma, H Zhang, VN Ioannidis, X Song, Q Ping, S Wang, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
172023
Efficient and effective training of language and graph neural network models
VN Ioannidis, X Song, D Zheng, H Zhang, J Ma, Y Xu, B Zeng, T Chilimbi, ...
arXiv preprint arXiv:2206.10781, 2022
132022
End-to-end conversational search for online shopping with utterance transfer
L Xiao, J Ma, XL Dong, P Martinez-Gomez, N Zalmout, W Chen, T Zhao, ...
arXiv preprint arXiv:2109.05460, 2021
112021
Unifying homophily and heterophily network transformation via motifs
Y Ge, J Ma, L Zhang, H Lu
arXiv preprint arXiv:2012.11400, 2020
42020
Knowledge-aware neural collective matrix factorization for cross-domain recommendation
L Zhang, Y Ge, J Ma, J Ni, H Lu
arXiv preprint arXiv:2206.13255, 2022
32022
Quantitative simulation of synaptic vesicle release at the neuromuscular junction
J Ma
Carnegie Mellon University, 2014
12014
SST: Semantic and Structural Transformers for Hierarchy-aware Language Models in E-commerce
K Samel, H Zhang, J Ma, H Jiang, Q Ping, S Wang, Y Xu, B Zeng, ...
2023 IEEE International Conference on Big Data (BigData), 838-846, 2023
2023
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications
K Samel, J Ma, Z Wang, T Zhao, I Essa
2023 IEEE International Conference on Big Data (BigData), 548-553, 2023
2023
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types
X Luna Dong, X He, A Kan, X Li, Y Liang, J Ma, YE Xu, C Zhang, T Zhao, ...
arXiv e-prints, arXiv: 2006.13473, 2020
2020
Theses by Author
TE BUCK, LP COELHO, RE CURTIS, JM JOSEPH, S KADRI, J KANG, ...
AHMED, Amr CMU-CB-09-101 ALAVI, Amir CMU-CB-21-102 ARNOLD, Andrew CMU-CB-09-101 BANG, Seojin CMU-CB-20-100
TE BUCK, SA CHOWDHURY, LP COELHO, W COHEN, RE CURTIS, ...
AHMED, Amr CMU-CB-09-101 ARNOLD, Andrew CMU-CB-09-101 BUCK, Taráz E. CMU-CB-13-105 COELHO, Luis Pedro CMU-CB-09-101, CMU-CB-11-104
W COHEN, RE CURTIS, JM JOSEPH, S KADRI, H KAMISETTY, J KANG, ...
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