Jin Huang

Affiliations:
  • University of Melbourne, Department of Information and Computing Systems, VIC, Australia


According to our database1, Jin Huang authored at least 17 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Enhancing the Performance of Bandit-based Hyperparameter Optimization.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2022
Efficient Second-Order Optimization for Neural Networks with Kernel Machines.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Neural graph personalized ranking for Top-N Recommendation.
Knowl. Based Syst., 2021

2020
Hierarchical Neural Architecture Search for Single Image Super-Resolution.
IEEE Signal Process. Lett., 2020

2019
HyperX: A Scalable Hypergraph Framework.
IEEE Trans. Knowl. Data Eng., 2019

2018
Selecting Proper Multi-Class SVM Training Methods.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016
Heads-Join: Efficient Earth Mover's Distance Similarity Joins on Hadoop.
IEEE Trans. Parallel Distributed Syst., 2016

2015
Similarity analysis with advanced relationships on big data.
PhD thesis, 2015

Solving the data sparsity problem in destination prediction.
VLDB J., 2015

Analysis and evaluation of the top-k most influential location selection query.
Knowl. Inf. Syst., 2015

Scalable Hypergraph Learning and Processing.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014
Towards a Painless Index for Spatial Objects.
ACM Trans. Database Syst., 2014

MELODY-JOIN: Efficient Earth Mover's Distance similarity joins using MapReduce.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Destination prediction by sub-trajectory synthesis and privacy protection against such prediction.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012
Top-k Most Incremental Location Selection with Capacity Constraint.
Proceedings of the Web-Age Information Management - 13th International Conference, 2012

Location selection for utility maximization with capacity constraints.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Top-k most influential locations selection.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011


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