Shiyu Chang

According to our database1, Shiyu Chang authored at least 65 papers between 2011 and 2019.

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

Timeline

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Bibliography

2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Sentence Embedding Alignment for Lifelong Relation Extraction.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Coupled Variational Recurrent Collaborative Filtering.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss.
Proceedings of the 36th International Conference on Machine Learning, 2019

Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

TWEETQA: A Social Media Focused Question Answering Dataset.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Self-Supervised Learning for Contextualized Extractive Summarization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Hybrid Reinforcement Learning with Expert State Sequences.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.
IEEE Trans. Image Processing, 2018

Co-Regularized Deep Multi-Network Embedding.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Diverse Few-Shot Text Classification with Multiple Metrics.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Matrix Factorization on GPUs with Memory Optimization and Approximate Computing.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.
Proceedings of the 6th International Conference on Learning Representations, 2018

Deep Learning Based Speech Beamforming.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

One-Shot Relational Learning for Knowledge Graphs.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Improving Reinforcement Learning Based Image Captioning with Natural Language Prior.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Deriving Machine Attention from Human Rationales.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Image Super-Resolution via Dual-State Recurrent Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Co-Matching Model for Multi-choice Reading Comprehension.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

R3: Reinforced Ranker-Reader for Open-Domain Question Answering.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects.
IEEE Trans. Image Processing, 2017

LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia.
IEEE Trans. Image Processing, 2017

Unsupervised Sequential Outlier Detection With Deep Architectures.
IEEE Trans. Image Processing, 2017

Streaming Recommender Systems.
Proceedings of the 26th International Conference on World Wide Web, 2017

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

Speech Enhancement Using Bayesian Wavenet.
Proceedings of the Interspeech 2017, 2017

Image aesthetics assessment using Deep Chatterjee's machine.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Fast Generation for Convolutional Autoregressive Models.
Proceedings of the 5th International Conference on Learning Representations, 2017

Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-identification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Transformed Anti-Sparse Hashing.
Proceedings of the British Machine Vision Conference 2017, 2017

On the improvement of classifying EEG recordings using neural networks.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Large-scale supervised similarity learning in networks.
Knowl. Inf. Syst., 2016

Learning A Task-Specific Deep Architecture For Clustering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Positive-Unlabeled Learning in Streaming Networks.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Learning A Deep ℓ Encoder for Hashing.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Low-Rank Sparse Feature Selection for Patient Similarity Learning.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Robust Convex Clustering Analysis.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Studying Very Low Resolution Recognition Using Deep Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Epitomic Image Super-Resolution.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning Super-Resolution Jointly From External and Internal Examples.
IEEE Trans. Image Processing, 2015

Negative Link Prediction in Social Media.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Scalable Similarity Learning Using Large Margin Neighborhood Embedding.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Heterogeneous Network Embedding via Deep Architectures.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Joint Optimization Framework of Sparse Coding and Discriminative Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Space Alignment Method for Cold-Start TV Show Recommendations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Self-tuned deep super resolution.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Blind Image Deblurring Using Spectral Properties of Convolution Operators.
IEEE Trans. Image Processing, 2014

A joint perspective towards image super-resolution: Unifying external- and self-examples.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Collaborative Recommendation of Photo-Taking Geolocations.
Proceedings of the 3rd ACM Multimedia Workshop on Geotagging and Its Applications in Multimedia, 2014

Factorized Similarity Learning in Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Learning Local Semantic Distances with Limited Supervision.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Data Clustering by Laplacian Regularized L1-Graph.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Multimedia Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Learning Locally-Adaptive Decision Functions for Person Verification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Localizing Web Videos from Heterogeneous Images.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Clustering Multimedia Data.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Beyond Mahalanobis distance: Learning second-order discriminant function for people verification.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Towards cross-category knowledge propagation for learning visual concepts.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011


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