Jiaji Huang

According to our database, Jiaji Huang authored at least 35 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Inference Optimization of Foundation Models on AI Accelerators.

Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022

Data-Driven Adaptive Simultaneous Machine Translation.

Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Junkun Chen, Jiahong Yuan, Kenneth Church, Liang Huang

CoRR, 2022

W-CTC: a Connectionist Temporal Classification Loss with Wild Cards.

Xingyu Cai, Jiahong Yuan, Yuchen Bian, Guangxu Xun, Jiaji Huang, Kenneth Church

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Better than BERT but Worse than Baseline.

Boxiang Liu, Jiaji Huang, Xingyu Cai, Kenneth Church

CoRR, 2021

Exploiting a Zoo of Checkpoints for Unseen Tasks.

Jiaji Huang, Qiang Qiu, Kenneth Church

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

On Attention Redundancy: A Comprehensive Study.

Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan, Kenneth Church

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

SSPF: a Simple and Scalable Parameter Free Clustering Method.

Xingyu Cai, Yuchen Bian, Jiaji Huang, Boxiang Liu, Jiahong Yuan, Kenneth Church

Proceedings of the 2021 International Conference on Data Mining, 2021

DiffWave: A Versatile Diffusion Model for Audio Synthesis.

Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, Bryan Catanzaro

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

Isotropy in the Contextual Embedding Space: Clusters and Manifolds.

Xingyu Cai, Jiaji Huang, Yuchen Bian, Kenneth Church

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

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary.

Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas, Jun Chen, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Large Margin Training Improves Language Models for ASR.

Jilin Wang, Jiaji Huang, Kenneth Ward Church

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss.

Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny

CoRR, 2020

Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer's Disease.

Jiahong Yuan, Yuchen Bian, Xingyu Cai, Jiaji Huang, Zheng Ye, Kenneth Church

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Improving Bilingual Lexicon Induction for Low Frequency Words.

Jiaji Huang, Xingyu Cai, Kenneth Church

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Language Modeling at Scale.

Md. Mostofa Ali Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Greg Diamos, Kenneth Church

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Hubless Nearest Neighbor Search for Bilingual Lexicon Induction.

Jiaji Huang, Qiang Qiu, Kenneth Church

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Large Margin Neural Language Model.

Jiaji Huang, Yi Li, Wei Ping, Liang Huang

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

LDMNet: Low Dimensional Manifold Regularized Neural Networks.

Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Topic Compositional Neural Language Model.

Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin

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

2017

Reducing Bias in Production Speech Models.

Eric Battenberg, Rewon Child, Adam Coates, Christopher Fougner, Yashesh Gaur, Jiaji Huang, Heewoo Jun, Ajay Kannan, Markus Kliegl, Atul Kumar, Hairong Liu, Vinay Rao, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu

CoRR, 2017

2016

Learning from Geometry.

Jiaji Huang

PhD thesis, 2016

The Role of Principal Angles in Subspace Classification.

Jiaji Huang, Qiang Qiu, A. Robert Calderbank

IEEE Trans. Signal Process., 2016

Active Learning for Speech Recognition: the Power of Gradients.

Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates

CoRR, 2016

2015

Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements.

Liming Wang, Jiaji Huang, Xin Yuan, Kalyani Krishnamurthy, Joel A. Greenberg, Volkan Cevher, Miguel R. D. Rodrigues, David J. Brady, A. Robert Calderbank, Lawrence Carin

SIAM J. Imaging Sci., 2015

Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection.

Jiaji Huang, Xia Ning

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Discriminative Robust Transformation Learning.

Jiaji Huang, Qiang Qiu, Guillermo Sapiro, A. Robert Calderbank

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A concentration-of-measure inequality for multiple-measurement models.

Liming Wang, Jiaji Huang, Xin Yuan, Volkan Cevher, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin

Proceedings of the IEEE International Symposium on Information Theory, 2015

Geometry-Aware Deep Transform.

Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro

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

Polynomial-phase signal direction-finding and source-tracking with a single acoustic vector sensor.

Xin Yuan, Jiaji Huang, A. Robert Calderbank

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Collaborative compressive X-ray image reconstruction.

Jiaji Huang, Xin Yuan, A. Robert Calderbank

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-scale Bayesian reconstruction of compressive X-ray image.

Jiaji Huang, Xin Yuan, A. Robert Calderbank

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Alignment with intra-class structure can improve classification.

Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2013

Change-Point Detection for High-Dimensional Time Series With Missing Data.

Yao Xie, Jiaji Huang, Rebecca Willett

IEEE J. Sel. Top. Signal Process., 2013

2012

Changepoint detection for high-dimensional time series with missing data

Yao Xie, Jiaji Huang, Rebecca Willett

CoRR, 2012

Multiscale online tracking of manifolds.

Yao Xie, Jiaji Huang, Rebecca Willett

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012