Tianshu Yu

Orcid: 0000-0002-0250-2181

Affiliations:
  • The Chinese University of Hong Kong, Shenzhen, China


According to our database1, Tianshu Yu authored at least 50 papers between 2012 and 2024.

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Bibliography

2024
Efficient Neural Collaborative Search for Pickup and Delivery Problems.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

ASP: Learn a Universal Neural Solver!
IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Enhancing Graph Self-Supervised Learning with Graph Interplay.
CoRR, 2024

Towards Robust Multimodal Sentiment Analysis with Incomplete Data.
CoRR, 2024

Generating Physical Dynamics under Priors.
CoRR, 2024

PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network.
CoRR, 2024

Do spectral cues matter in contrast-based graph self-supervised learning?
CoRR, 2024

On Diffusion Process in SE(3)-invariant Space.
CoRR, 2024

Graph Learning with Distributional Edge Layouts.
CoRR, 2024

Boosting Graph Pooling with Persistent Homology.
CoRR, 2024

Towards Principled Task Grouping for Multi-Task Learning.
CoRR, 2024

Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory.
CoRR, 2024

Boosting Protein Language Models with Negative Sample Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Neural Enhanced Variational Bayesian Inference on Graphs for Localized Statistical Channel Modeling.
Proceedings of the IEEE International Conference on Communications, 2024

Secure and Portable Anonymous Credentials without Tamper-Resistant Hardware.
Proceedings of the 19th Asia Joint Conference on Information Security, 2024

2023
View-Aware Salient Object Detection for $360^{\circ }$ Omnidirectional Image.
IEEE Trans. Multim., 2023

Learning to Boost Resilience of Complex Networks via Neural Edge Rewiring.
Trans. Mach. Learn. Res., 2023

Constructive Large Language Models Alignment with Diverse Feedback.
CoRR, 2023

Molecular Conformation Generation via Shifting Scores.
CoRR, 2023

A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem.
CoRR, 2023

Towards Unbalanced Motion: Part-Decoupling Network for Video Portrait Segmentation.
CoRR, 2023

Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment.
CoRR, 2023

Efficient Training of Multi-task Neural Solver with Multi-armed Bandits.
CoRR, 2023

Reducing Spurious Correlations for Relation Extraction by Feature Decomposition and Semantic Augmentation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Salient Object Detection Using Reciprocal Learning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Frequency Representation Integration for Camouflaged Object Detection.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning to Decouple Complex Systems.
Proceedings of the International Conference on Machine Learning, 2023

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
View-aware Salient Object Detection for 360° Omnidirectional Image.
CoRR, 2022

Dependency-aware Prototype Learning for Few-shot Relation Classification.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
Deep Latent Graph Matching.
Proceedings of the 38th International Conference on Machine Learning, 2021

Combinatorial Learning of Graph Edit Distance via Dynamic Embedding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Variational Wasserstein Barycenters for Geometric Clustering.
CoRR, 2020

Recognizing Video Events with Varying Rhythms.
CoRR, 2020

Learning deep graph matching with channel-independent embedding and Hungarian attention.
Proceedings of the 8th International Conference on Learning Representations, 2020

Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient.
Proceedings of the 8th International Conference on Learning Representations, 2020

RhyRNN: Rhythmic RNN for Recognizing Events in Long and Complex Videos.
Proceedings of the Computer Vision - ECCV 2020, 2020

Determinant Regularization for Gradient-Efficient Graph Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018
Plan-Recognition-Driven Attention Modeling for Visual Recognition.
CoRR, 2018

Weakly Supervised Attention Learning for Textual Phrases Grounding.
CoRR, 2018

Generalizing Graph Matching beyond Quadratic Assignment Model.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Incremental Multi-graph Matching via Diversity and Randomness Based Graph Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

Joint Cuts and Matching of Partitions in One Graph.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Simultaneous Event Localization and Recognition in Surveillance Video.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2016
Scene parsing using graph matching on street-view data.
Comput. Vis. Image Underst., 2016

Graph matching with low-rank regularization.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Enhancing scene parsing by transferring structures via efficient low-rank graph matching.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Face recognition based on subset selection via metric learning on manifold.
Frontiers Inf. Technol. Electron. Eng., 2015

2012
Ribs segmentation based on image fusion and wavelet de-noising.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012


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