Dixin Luo

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 33

Top Topics

Video Summarization

Tensor Factorization

Graph Structures

Top Venues

Publications

Yutong Wang, Sidan Zhu, Hongteng Xu, Dixin Luo
An Inverse Partial Optimal Transport Framework for Music-guided Movie Trailer Generation. CoRR (2024)
Angxiao Yue, Dixin Luo, Hongteng Xu
A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation. AAAI (2024)
Jiayi Liang, Haotian Liu, Hongteng Xu, Dixin Luo
Generalizable Face Landmarking Guided by Conditional Face Warping. CoRR (2024)
Yutong Wang, Hongteng Xu, Dixin Luo
Self-supervised Video Summarization Guided by Semantic Inverse Optimal Transport. ACM Multimedia (2023)
Dixin Luo, Tingting Yu, Hongteng Xu
Group Sparse Optimal Transport for Sparse Process Flexibility Design. IJCAI (2023)
Haoran Cheng, Dixin Luo, Hongteng Xu
DHOT-GM: Robust Graph Matching Using A Differentiable Hierarchical Optimal Transport Framework. CoRR (2023)
Dixin Luo, Haoran Cheng, Qingbin Li, Hongteng Xu
Coupled Point Process-based Sequence Modeling for Privacy-preserving Network Alignment. IJCAI (2023)
Dixin Luo, Hongteng Xu, Lawrence Carin
Differentiable Hierarchical Optimal Transport for Robust Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Hongteng Xu, Jiachang Liu, Dixin Luo, Lawrence Carin
Representing Graphs via Gromov-Wasserstein Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Yue Xiang, Dixin Luo, Hongteng Xu
Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression. AAAI (2023)
Dixin Luo, Yutong Wang, Angxiao Yue, Hongteng Xu
Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance. ACM Multimedia (2022)
Hongteng Xu, Dixin Luo, Hongyuan Zha
Hawkes Processes on Graphons. CoRR (2021)
Hongteng Xu, Peilin Zhao, Junzhou Huang, Dixin Luo
Learning Graphon Autoencoders for Generative Graph Modeling. CoRR (2021)
Hongteng Xu, Dixin Luo, Lawrence Carin, Hongyuan Zha
Learning Graphons via Structured Gromov-Wasserstein Barycenters. AAAI (2021)
Hongteng Xu, Dixin Luo, Lawrence Carin, Hongyuan Zha
Learning Graphons via Structured Gromov-Wasserstein Barycenters. CoRR (2020)
Hongteng Xu, Dixin Luo, Ricardo Henao, Svati Shah, Lawrence Carin
Learning Autoencoders with Relational Regularization. CoRR (2020)
Dixin Luo, Hongteng Xu, Lawrence Carin
Hierarchical Optimal Transport for Robust Multi-View Learning. CoRR (2020)
Hongteng Xu, Dixin Luo, Ricardo Henao, Svati Shah, Lawrence Carin
Learning Autoencoders with Relational Regularization. ICML (2020)
Hongteng Xu, Dixin Luo, Hongyuan Zha, Lawrence Carin
Gromov-Wasserstein Learning for Graph Matching and Node Embedding. ICML (2019)
Dixin Luo, Hongteng Xu, Lawrence Carin
Fused Gromov-Wasserstein Alignment for Hawkes Processes. CoRR (2019)
Hongteng Xu, Dixin Luo, Hongyuan Zha, Lawrence Carin
Gromov-Wasserstein Learning for Graph Matching and Node Embedding. CoRR (2019)
Dixin Luo, Hongteng Xu, Lawrence Carin
Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes. CoRR (2019)
Hongteng Xu, Dixin Luo, Lawrence Carin
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching. NeurIPS (2019)
Dixin Luo, Hongteng Xu, Lawrence Carin
Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms. CoRR (2019)
Hongteng Xu, Dixin Luo, Lawrence Carin
Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching. CoRR (2019)
Hongteng Xu, Dixin Luo, Lawrence Carin
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes. IJCAI (2018)
Hongteng Xu, Dixin Luo, Xu Chen, Lawrence Carin
Benefits from Superposed Hawkes Processes. AISTATS (2018)
Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang
Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints (Extended Abstract). ICDE (2017)
Hongteng Xu, Dixin Luo, Hongyuan Zha
Learning Hawkes Processes from Short Doubly-Censored Event Sequences. CoRR (2017)
Dixin Luo, Kelly A. Lyons
CASCONet: A Conference dataset. CoRR (2017)
Hongteng Xu, Dixin Luo, Hongyuan Zha
Learning Hawkes Processes from Short Doubly-Censored Event Sequences. ICML (2017)
Kelly A. Lyons, Eleni Stroulia, Dixin Luo, Renée J. Miller, Vio Onut
Data-driven knowledge mobilization. CASCON (2016)
Dixin Luo, Hongteng Xu, Yi Zhen, Bistra Dilkina, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang
Learning Mixtures of Markov Chains from Aggregate Data with Structural Constraints. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Dixin Luo, Hongteng Xu, Yi Zhen, Xia Ning, Hongyuan Zha, Xiaokang Yang, Wenjun Zhang
Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences. IJCAI (2015)
Hongteng Xu, Licheng Yu, Dixin Luo, Hongyuan Zha, Yi Xu
Dictionary Learning with Mutually Reinforcing Group-Graph Structures. AAAI (2015)
Dixin Luo, Hongteng Xu, Hongyuan Zha, Jun Du, Rong Xie, Xiaokang Yang, Wenjun Zhang
You Are What You Watch and When You Watch: Inferring Household Structures From IPTV Viewing Data. IEEE Trans. Broadcast. 60 (1) (2014)
Hongteng Xu, Dixin Luo, Xiaoming Huo, Xiaokang Yang
World Expo Problem and Its Mixed Integer Programming Based Solution. BSI@PAKDD/BSIC@IJCAI (2013)
Dixin Luo, Rong Xie, Jia Wang, Wenjun Zhang
Model-Based Robust Prediction of Cumulative Participant Curve in Large-Scale Events. IFTC (2012)
Dang Luo, Dixin Luo, Yi Zhang, Yuhui Qin
Research on grey risk decision-making method based on priority index. SMC (2008)
Dang Luo, Dixin Luo, Naiming Xie, Jianling Wang
Grey multi-attribute decision-making method based on two-phase optimization. SMC (2008)