Hongteng Xu

Yutong Wang

Angxiao Yue

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

Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Text2Poster: Laying Out Stylized Texts on Retrieved Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Gromov-Wasserstein Multi-modal Alignment and Clustering.

[BibT_eX]

[DOI]

Fengjiao Gong

Yuzhou Nie

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

MGMAE: Molecular Representation Learning by Reconstructing Heterogeneous Graphs with A High Mask Ratio.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Recaptured Screen Image Demoiréing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Learning Graphon Autoencoders for Generative Graph Modeling.

[BibT_eX]

[DOI]

CoRR, 2021

Hawkes Processes on Graphons.

[BibT_eX]

[DOI]

CoRR, 2021

Zero-Shot Recognition via Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Counterfactual Data-Augmented Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Hypergradient Approach to Robust Regression without Correspondence.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Self-organized Hawkes Processes.

[BibT_eX]

[DOI]

Shen Yuan

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images.

[BibT_eX]

[DOI]

Danielle Elliott Range

Jonathan Cohen

Ricardo Henao

Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

Learning Graphons via Structured Gromov-Wasserstein Barycenters.

[BibT_eX]

[DOI]

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

2020

Hierarchical Optimal Transport for Robust Multi-View Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Autoencoders with Relational Regularization.

[BibT_eX]

[DOI]

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

Quaternion Product Units for Deep Learning on 3D Rotation Groups.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Gromov-Wasserstein Factorization Models for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Graph-Driven Generative Models for Heterogeneous Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Adversarial Distillation for Efficient Recommendation with External Knowledge.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Collaborative Filtering with A Synthetic Feedback Loop.

[BibT_eX]

[DOI]

CoRR, 2019

An Optimal Transport Framework for Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Fused Gromov-Wasserstein Alignment for Hawkes Processes.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Topic-Guided Variational Autoencoders for Text Generation.

[BibT_eX]

[DOI]

CoRR, 2019

Personalized Fashion Recommendation with Visual Explanations based on Multimodal Attention Network: Towards Visually Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching.

[BibT_eX]

[DOI]

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

Topic-Guided Variational Auto-Encoder for Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Modeling and Applications for Temporal Point Processes.

[BibT_eX]

[DOI]

Junchi Yan

Liangda Li

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Gromov-Wasserstein Learning for Graph Matching and Node Embedding.

[BibT_eX]

[DOI]

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

Single-Image Rain Removal Via Multi-Scale Cascading Image Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

A Unified Framework for Manifold Landmarking.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

PoPPy: A Point Process Toolbox Based on PyTorch.

[BibT_eX]

[DOI]

CoRR, 2018

Visually Explainable Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Sequential Recommendation with User Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Distilled Wasserstein Learning for Word Embedding and Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Model.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2018

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

[BibT_eX]

[DOI]

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

Learning Registered Point Processes from Idiosyncratic Observations.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Flexible Network Binarization with Layer-Wise Priority.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learning an Inverse Tone Mapping Network with a Generative Adversarial Regularizer.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Quaternion Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Benefits from Superposed Hawkes Processes.

[BibT_eX]

[DOI]

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

Learning Conditional Generative Models for Temporal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Point process-based modeling and analysis of asynchronous event sequences.

[BibT_eX]

[DOI]

PhD thesis, 2017

Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

A Tube-and-Droplet-Based Approach for Representing and Analyzing Motion Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Active manifold learning via a unified framework for manifold landmarking.

[BibT_eX]

[DOI]

CoRR, 2017

THAP: A Matlab Toolkit for Learning with Hawkes Processes.

[BibT_eX]

[DOI]

CoRR, 2017

Personalized Key Frame Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning Hawkes Processes from Short Doubly-Censored Event Sequences.

[BibT_eX]

[DOI]

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

Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes (Extended Abstract).

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Fractal Dimension Invariant Filtering and Its CNN-Based Implementation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

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

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Fractal-based CNN for Detecting Complicated Curves in AFM Images.

[BibT_eX]

[DOI]

CoRR, 2016

ICU Patient Flow Prediction via Discriminative Learning of Mutually-Correcting Processes.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Granger Causality for Hawkes Processes.

[BibT_eX]

[DOI]

Mehrdad Farajtabar

Proceedings of the 33nd International Conference on Machine Learning, 2016

PInfer: Learning to Infer Concurrent Request Paths from System Kernel Events.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

2015

Vector Sparse Representation of Color Image Using Quaternion Matrix Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Trailer Generation via a Point Process-Based Visual Attractiveness Model.

[BibT_eX]

[DOI]

Yi Zhen

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

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

[BibT_eX]

[DOI]

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

A Matrix Decomposition Perspective to Multiple Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unsupervised Trajectory Clustering via Adaptive Multi-kernel-Based Shrinkage.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active Manifold Learning via Gershgorin Circle Guided Sample Selection.

[BibT_eX]

[DOI]

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

Dictionary Learning with Mutually Reinforcing Group-Graph Structures.

[BibT_eX]

[DOI]

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

2014

Generalized Equalization Model for Image Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

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

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2014

Manifold Based Dynamic Texture Synthesis from Extremely Few Samples.

[BibT_eX]

[DOI]

Mark A. Davenport

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Single Image Super-resolution With Detail Enhancement Based on Local Fractal Analysis of Gradient.

[BibT_eX]

[DOI]

Guangtao Zhai

Xiaokang Yang

IEEE Trans. Circuits Syst. Video Technol., 2013

World Expo Problem and Its Mixed Integer Programming Based Solution.

[BibT_eX]

[DOI]

Proceedings of the Behavior and Social Computing, 2013

Quaternion-based sparse representation of color image.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Self-example based super-resolution with fractal-based gradient enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Manifold Based Face Synthesis from Sparse Samples.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Automatic Movie Restoration Based on Wave Atom Transform and Nonparametric Model.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

No reference measurement of contrast distortion and optimal contrast enhancement.

[BibT_eX]

[DOI]

Guangtao Zhai

Xiaokang Yang

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Robust single image super-resolution based on gradient enhancement.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

ECG data compression based on wave atom transform.

[BibT_eX]

[DOI]