Dixin Luo

According to our database, Dixin Luo authored at least 38 papers between 2008 and 2024.

Collaborative distances:

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

2024

An Inverse Partial Optimal Transport Framework for Music-guided Movie Trailer Generation.

Yutong Wang, Sidan Zhu, Hongteng Xu, Dixin Luo

CoRR, 2024

Enhancing Multi-modal Contrastive Learning via Optimal Transport-Based Consistent Modality Alignment.

Sidan Zhu, Dixin Luo

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

An Inverse Partial Optimal Transport Framework for Music-guided Trailer Generation.

Yutong Wang, Sidan Zhu, Hongteng Xu, Dixin Luo

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Inferring Iterated Function Systems Approximately from Fractal Images.

Haotian Liu, Dixin Luo, Hongteng Xu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Generalizable Face Landmarking Guided by Conditional Face Warping.

Jiayi Liang, Haotian Liu, Hongteng Xu, Dixin Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation.

Angxiao Yue, Dixin Luo, Hongteng Xu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning.

Dixin Luo, Hongteng Xu, Lawrence Carin

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Representing Graphs via Gromov-Wasserstein Factorization.

Hongteng Xu, Jiachang Liu, Dixin Luo, Lawrence Carin

IEEE Trans. Pattern Anal. Mach. Intell., 2023

DHOT-GM: Robust Graph Matching Using A Differentiable Hierarchical Optimal Transport Framework.

Haoran Cheng, Dixin Luo, Hongteng Xu

CoRR, 2023

Self-supervised Video Summarization Guided by Semantic Inverse Optimal Transport.

Yutong Wang, Hongteng Xu, Dixin Luo

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Group Sparse Optimal Transport for Sparse Process Flexibility Design.

Dixin Luo, Tingting Yu, Hongteng Xu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment.

Dixin Luo, Haoran Cheng, Qingbin Li, Hongteng Xu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression.

Yue Xiang, Dixin Luo, Hongteng Xu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance.

Dixin Luo, Yutong Wang, Angxiao Yue, Hongteng Xu

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Learning Graphon Autoencoders for Generative Graph Modeling.

Hongteng Xu, Peilin Zhao, Junzhou Huang, Dixin Luo

CoRR, 2021

Hawkes Processes on Graphons.

Hongteng Xu, Dixin Luo, Hongyuan Zha

CoRR, 2021

Learning Graphons via Structured Gromov-Wasserstein Barycenters.

Hongteng Xu, Dixin Luo, Lawrence Carin, Hongyuan Zha

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Hierarchical Optimal Transport for Robust Multi-View Learning.

Dixin Luo, Hongteng Xu, Lawrence Carin

CoRR, 2020

Learning Autoencoders with Relational Regularization.

Hongteng Xu, Dixin Luo, Ricardo Henao, Svati Shah, Lawrence Carin

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Fused Gromov-Wasserstein Alignment for Hawkes Processes.

Dixin Luo, Hongteng Xu, Lawrence Carin

CoRR, 2019

Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes.

Dixin Luo, Hongteng Xu, Lawrence Carin

CoRR, 2019

Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms.

Dixin Luo, Hongteng Xu, Lawrence Carin

CoRR, 2019

Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching.

Hongteng Xu, Dixin Luo, Lawrence Carin

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Gromov-Wasserstein Learning for Graph Matching and Node Embedding.

Hongteng Xu, Dixin Luo, Hongyuan Zha, Lawrence Carin

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes.

Hongteng Xu, Dixin Luo, Lawrence Carin

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Benefits from Superposed Hawkes Processes.

Hongteng Xu, Dixin Luo, Xu Chen, Lawrence Carin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

CASCONet: A Conference dataset.

Dixin Luo, Kelly A. Lyons

CoRR, 2017

Learning Hawkes Processes from Short Doubly-Censored Event Sequences.

Hongteng Xu, Dixin Luo, Hongyuan Zha

Proceedings of the 34th International Conference on Machine Learning, 2017

Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints (Extended Abstract).

Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints.

Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang

IEEE Trans. Knowl. Data Eng., 2016

Data-driven knowledge mobilization.

Kelly A. Lyons, Eleni Stroulia, Dixin Luo, Renée J. Miller, Vio Onut

Proceedings of the 26th Annual International Conference on Computer Science and Software Engineering, 2016

2015

Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences.

Dixin Luo, Hongteng Xu, Yi Zhen, Xia Ning, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Dictionary Learning with Mutually Reinforcing Group-Graph Structures.

Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data.

Dixin Luo, Hongteng Xu, Hongyuan Zha, Jun Du, Rong Xie, Xiaokang Yang, Wenjun Zhang

IEEE Trans. Broadcast., 2014

2013

World Expo Problem and Its Mixed Integer Programming Based Solution.

Hongteng Xu, Dixin Luo, Xiaoming Huo, Xiaokang Yang

Proceedings of the Behavior and Social Computing, 2013

2012

Model-Based Robust Prediction of Cumulative Participant Curve in Large-Scale Events.

Dixin Luo, Rong Xie, Jia Wang, Wenjun Zhang

Proceedings of the Advances on Digital Television and Wireless Multimedia Communications, 2012

2008

Research on grey risk decision-making method based on priority index.

Dang Luo, Dixin Luo, Yi Zhang, Yuhui Qin

Proceedings of the IEEE International Conference on Systems, 2008

Grey multi-attribute decision-making method based on two-phase optimization.

Dang Luo, Dixin Luo, Naiming Xie, Jianling Wang

Proceedings of the IEEE International Conference on Systems, 2008