Multiscale online tracking of manifolds. - Yao Xie 002; Jiaji Huang; Rebecca Willett (SSP, 2012)

Changepoint detection for high-dimensional time series with missing data - Yao Xie 002; Jiaji Huang; Rebecca Willett (CoRR, 2012)

Change-Point Detection for High-Dimensional Time Series With Missing Data. - Yao Xie 002; Jiaji Huang; Rebecca Willett (IEEE J. Sel. Top. Signal Process., 2013)

Alignment with intra-class structure can improve classification. - Jiaji Huang; Qiang Qiu 001; A. Robert Calderbank; Miguel R. D. Rodrigues; Guillermo Sapiro (ICASSP, 2015)

Multi-scale Bayesian reconstruction of compressive X-ray image. - Jiaji Huang; Xin Yuan 002; A. Robert Calderbank (ICASSP, 2015)

Collaborative compressive X-ray image reconstruction. - Jiaji Huang; Xin Yuan 002; A. Robert Calderbank (ICASSP, 2015)

Polynomial-phase signal direction-finding and source-tracking with a single acoustic vector sensor. - Xin Yuan 002; Jiaji Huang; A. Robert Calderbank (ICASSP, 2015)

Geometry-Aware Deep Transform. - Jiaji Huang; Qiang Qiu 001; A. Robert Calderbank; Guillermo Sapiro (ICCV, 2015)

A concentration-of-measure inequality for multiple-measurement models. - Liming Wang 004; Jiaji Huang; Xin Yuan 002; Volkan Cevher; Miguel R. D. Rodrigues; A. Robert Calderbank; Lawrence Carin (ISIT, 2015)

Discriminative Robust Transformation Learning. - Jiaji Huang; Qiang Qiu 001; Guillermo Sapiro; A. Robert Calderbank (NIPS, 2015)

Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection. - Jiaji Huang; Xia Ning (PAKDD (1), 2015)

Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements. - Liming Wang 004; Jiaji Huang; Xin Yuan 002; Kalyani Krishnamurthy; Joel A. Greenberg; Volkan Cevher; Miguel R. D. Rodrigues; David J. Brady; A. Robert Calderbank; Lawrence Carin (SIAM J. Imaging Sci., 2015)

Active Learning for Speech Recognition: the Power of Gradients. - Jiaji Huang; Rewon Child; Vinay Rao; Hairong Liu; Sanjeev Satheesh; Adam Coates 002 (CoRR, 2016)

The Role of Principal Angles in Subspace Classification. - Jiaji Huang; Qiang Qiu 001; A. Robert Calderbank (IEEE Trans. Signal Process., 2016)

Learning from Geometry. - Jiaji Huang (2016)

Reducing Bias in Production Speech Models. - Eric Battenberg; Rewon Child; Adam Coates 002; Christopher Fougner; Yashesh Gaur; Jiaji Huang; Heewoo Jun; Ajay Kannan; Markus Kliegl; Atul Kumar; Hairong Liu; Vinay Rao; et al. (CoRR, 2017)

Topic Compositional Neural Language Model. - Wenlin Wang; Zhe Gan; Wenqi Wang 001; Dinghan Shen; Jiaji Huang; Wei Ping; Sanjeev Satheesh; Lawrence Carin (AISTATS, 2018)

LDMNet: Low Dimensional Manifold Regularized Neural Networks. - Wei Zhu 007; Qiang Qiu 001; Jiaji Huang; A. Robert Calderbank; Guillermo Sapiro; Ingrid Daubechies (CVPR, 2018)

Large Margin Neural Language Model. - Jiaji Huang; Yi Li; Wei Ping; Liang Huang 001 (EMNLP, 2018)

Hubless Nearest Neighbor Search for Bilingual Lexicon Induction. - Jiaji Huang; Qiang Qiu; Kenneth Church 001 (ACL (1), 2019)

Language Modeling at Scale. - Md. Mostofa Ali Patwary; Milind Chabbi; Heewoo Jun; Jiaji Huang; Greg Diamos; Kenneth Church 001 (IPDPS, 2019)

Improving Bilingual Lexicon Induction for Low Frequency Words. - Jiaji Huang; Xingyu Cai; Kenneth Church 001 (EMNLP (1), 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 001 (INTERSPEECH, 2020)

Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss. - Sherif Abdelkarim; Panos Achlioptas; Jiaji Huang; Boyang Li 001; Kenneth Church 001; Mohamed Elhoseiny (CoRR, 2020)

Large Margin Training Improves Language Models for ASR. - Jilin Wang; Jiaji Huang; Kenneth Ward Church (ICASSP, 2021)

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. - Sherif Abdelkarim; Aniket Agarwal; Panos Achlioptas; Jun Chen 021; Jiaji Huang; Boyang Li 001; Kenneth Church 001; Mohamed Elhoseiny (ICCV, 2021)

Isotropy in the Contextual Embedding Space: Clusters and Manifolds. - Xingyu Cai; Jiaji Huang; Yuchen Bian; Kenneth Church 001 (ICLR, 2021)

DiffWave: A Versatile Diffusion Model for Audio Synthesis. - Zhifeng Kong; Wei Ping; Jiaji Huang; Kexin Zhao; Bryan Catanzaro (ICLR, 2021)

SSPF: a Simple and Scalable Parameter Free Clustering Method. - Xingyu Cai; Yuchen Bian; Jiaji Huang; Boxiang Liu; Jiahong Yuan; Kenneth Church 001 (ICDM (Workshops), 2021)

On Attention Redundancy: A Comprehensive Study. - Yuchen Bian; Jiaji Huang; Xingyu Cai; Jiahong Yuan; Kenneth Church 001 (NAACL-HLT, 2021)

Exploiting a Zoo of Checkpoints for Unseen Tasks. - Jiaji Huang; Qiang Qiu; Kenneth Church 001 (NeurIPS, 2021)

Better than BERT but Worse than Baseline. - Boxiang Liu; Jiaji Huang; Xingyu Cai; Kenneth Church 001 (CoRR, 2021)

W-CTC: a Connectionist Temporal Classification Loss with Wild Cards. - Xingyu Cai; Jiahong Yuan; Yuchen Bian; Guangxu Xun; Jiaji Huang; Kenneth Church 001 (ICLR, 2022)

Data-Driven Adaptive Simultaneous Machine Translation. - Guangxu Xun; Mingbo Ma; Yuchen Bian; Xingyu Cai; Jiaji Huang; Renjie Zheng; Jun-Kun Chen; Jiahong Yuan; Kenneth Church 001; Liang Huang 001 (CoRR, 2022)

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 003; George Karypis (KDD, 2024)

ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs. - Hongyi Liu; Rajarshi Saha; Zhen Jia; Youngsuk Park; Jiaji Huang; Shoham Sabach; Yu-Xiang Wang 003; George Karypis (CoRR, 2025)