Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

KNN-CTC: Enhancing ASR via Retrieval of CTC Pseudo Labels.

[BibT_eX]

[DOI]

Jiaming Zhou

Proceedings of the IEEE International Conference on Acoustics, 2024

Fine-Grained Disentangled Representation Learning For Multimodal Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Hybrid Regularizations for Multi-Aspect Category Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Fine-Grained Domain Adaptation for Aspect Category Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Better Zero-Shot Reasoning with Role-Play Prompting.

[BibT_eX]

[DOI]

CoRR, 2023

Uncertainty in Natural Language Processing: Sources, Quantification, and Applications.

[BibT_eX]

[DOI]

CoRR, 2023

RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Xuechen Wang

Shiwan Zhao

Yong Qin

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

MADI: Inter-Domain Matching and Intra-Domain Discrimination for Cross-Domain Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Anomaly-Based Insider Threat Detection via Hierarchical Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

PromptRank: Unsupervised Keyphrase Extraction Using Prompt.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Language Resource Efficient Learning for Captioning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Multi-Label Few-Shot Learning for Aspect Category Detection.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2020

S2DNAS: Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics.

[BibT_eX]

[DOI]

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

2019

Generalization in Generative Adversarial Networks: A Novel Perspective from Privacy Protection.

[BibT_eX]

[DOI]

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

Improving Captioning for Low-Resource Languages by Cycle Consistency.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Multiple MACE Risk Prediction using Multi-Task Recurrent Neural Network with Attention.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images.

[BibT_eX]

[DOI]

Xiaolu Zhang

Shiwan Zhao

Lingxi Xie

CoRR, 2018

Using Machine Learning Approaches for Emergency Room Visit Prediction Based on Electronic Health Record Data.

[BibT_eX]

[DOI]

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction.

[BibT_eX]

[DOI]

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

2017

Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

Boosting Recommendation in Unexplored Categories by User Price Preference.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

2014

Does product recommendation meet its waterloo in unexplored categories?: no, price comes to help.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2012

Augmenting Collaborative Recommenders by Fusing Social Relationships: Membership and Friendship.

[BibT_eX]

[DOI]

Quan Yuan

Li Chen

Shiwan Zhao

Proceedings of the Recommender Systems for the Social Web, 2012

2011

Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation.

[BibT_eX]

[DOI]

Quan Yuan

Li Chen

Shiwan Zhao

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Smarter social collaboration at IBM research.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

2010

Multi-label Classification without the Multi-label Cost.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2010

Who is talking about what: social map-based recommendation for content-centric social websites.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Temporal recommendation on graphs via long- and short-term preference fusion.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2008

Boosting collaborative filtering based on statistical prediction errors.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Improved recommendation based on collaborative tagging behaviors.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

2004

A framework for device capability on demand and virtual device user experience.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2004

Shiwan Zhao

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