Jiaji Huang - RankMe

47 papers A* 10A 3B 1Misc 5Journal 20Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs. CoRR Hongyi Liu, Jiaji Huang, Zhen Jia, Youngsuk Park, Yu-Xiang Wang
2025	J	`jnl`	ProxSparse: Regularized Learning of Semi-Structured Sparsity Masks for Pretrained LLMs. CoRR Hongyi Liu, Rajarshi Saha, Zhen Jia, Youngsuk Park, Jiaji Huang, Shoham Sabach, Yu-Xiang Wang, George Karypis
2025	A*	`conf`	Proxsparse: Regularized Learning of Semi-Structured Sparsity masks for Pretrained LLMS. ICML Hongyi Liu, Rajarshi Saha, Zhen Jia, Youngsuk Park, Jiaji Huang, Shoham Sabach, Yu-Xiang Wang, George Karypis
2024	A*	`conf`	Inference Optimization of Foundation Models on AI Accelerators. KDD Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
2024	J	`jnl`	Inference Optimization of Foundation Models on AI Accelerators. CoRR Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
2022	J	`jnl`	Data-Driven Adaptive Simultaneous Machine Translation. CoRR Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Jun-Kun Chen, Jiahong Yuan, Kenneth Church, Liang Huang
2022	A*	`conf`	W-CTC: a Connectionist Temporal Classification Loss with Wild Cards. ICLR Xingyu Cai, Jiahong Yuan, Yuchen Bian, Guangxu Xun, Jiaji Huang, Kenneth Church
2021	J	`jnl`	Better than BERT but Worse than Baseline. CoRR Boxiang Liu, Jiaji Huang, Xingyu Cai, Kenneth Church
2021	A*	`conf`	DiffWave: A Versatile Diffusion Model for Audio Synthesis. ICLR Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, Bryan Catanzaro
2021	A*	`conf`	Exploiting a Zoo of Checkpoints for Unseen Tasks. NeurIPS Jiaji Huang, Qiang Qiu, Kenneth Church
2021	J	`jnl`	Exploiting a Zoo of Checkpoints for Unseen Tasks. CoRR Jiaji Huang, Qiang Qiu, Kenneth Church
2021	A*	`conf`	Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. ICCV Sherif Abdelkarim, Aniket Agarwal, Panos Achlioptas, Jun Chen, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny
2021	A*	`conf`	Isotropy in the Contextual Embedding Space: Clusters and Manifolds. ICLR Xingyu Cai, Jiaji Huang, Yuchen Bian, Kenneth Church
2021	Misc	`conf`	Large Margin Training Improves Language Models for ASR. ICASSP Jilin Wang, Jiaji Huang, Kenneth Ward Church
2021	—	`conf`	On Attention Redundancy: A Comprehensive Study. NAACL-HLT Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan, Kenneth Church
2021	—	`conf`	SSPF: a Simple and Scalable Parameter Free Clustering Method. ICDM (Workshops) Xingyu Cai, Yuchen Bian, Jiaji Huang, Boxiang Liu, Jiahong Yuan, Kenneth Church
2020	J	`jnl`	DiffWave: A Versatile Diffusion Model for Audio Synthesis. CoRR Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, Bryan Catanzaro
2020	A	`conf`	Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer's Disease. INTERSPEECH Jiahong Yuan, Yuchen Bian, Xingyu Cai, Jiaji Huang, Zheng Ye, Kenneth Church
2020	—	`conf`	Improving Bilingual Lexicon Induction for Low Frequency Words. EMNLP (1) Jiaji Huang, Xingyu Cai, Kenneth Church
2020	J	`jnl`	Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss. CoRR Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny
2019	—	`conf`	Hubless Nearest Neighbor Search for Bilingual Lexicon Induction. ACL (1) Jiaji Huang, Qiang Qiu, Kenneth Church
2019	A	`conf`	Language Modeling at Scale. IPDPS Md. Mostofa Ali Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Greg Diamos, Kenneth Church
2018	A*	`conf`	LDMNet: Low Dimensional Manifold Regularized Neural Networks. CVPR Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies
2018	J	`jnl`	Language Modeling at Scale. CoRR Md. Mostofa Ali Patwary, Milind Chabbi, Heewoo Jun, Jiaji Huang, Gregory Frederick Diamos, Kenneth Church
2018	A*	`conf`	Large Margin Neural Language Model. EMNLP Jiaji Huang, Yi Li, Wei Ping, Liang Huang
2018	J	`jnl`	Large Margin Neural Language Model. CoRR Jiaji Huang, Yi Li, Wei Ping, Liang Huang
2018	A	`conf`	Topic Compositional Neural Language Model. AISTATS Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin
2017	J	`jnl`	LDMNet: Low Dimensional Manifold Regularized Neural Networks. CoRR Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies
2017	J	`jnl`	Reducing Bias in Production Speech Models. CoRR 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
2017	J	`jnl`	Topic Compositional Neural Language Model. CoRR Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin
2016	J	`jnl`	Active Learning for Speech Recognition: the Power of Gradients. CoRR Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates
2016	—	`—`	Learning from Geometry. Jiaji Huang
2016	J	`jnl`	The Role of Principal Angles in Subspace Classification. IEEE Trans. Signal Process. Jiaji Huang, Qiang Qiu, A. Robert Calderbank
2015	B	`conf`	A concentration-of-measure inequality for multiple-measurement models. ISIT Liming Wang, Jiaji Huang, Xin Yuan, Volkan Cevher, Miguel R. D. Rodrigues, A. Robert Calderbank, Lawrence Carin
2015	Misc	`conf`	Alignment with intra-class structure can improve classification. ICASSP Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro
2015	Misc	`conf`	Collaborative compressive X-ray image reconstruction. ICASSP Jiaji Huang, Xin Yuan, A. Robert Calderbank
2015	—	`conf`	Discriminative Robust Transformation Learning. NIPS Jiaji Huang, Qiang Qiu, Guillermo Sapiro, A. Robert Calderbank
2015	A*	`conf`	Geometry-Aware Deep Transform. ICCV Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2015	J	`jnl`	Geometry-aware Deep Transform. CoRR Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2015	—	`conf`	Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection. PAKDD (1) Jiaji Huang, Xia Ning
2015	Misc	`conf`	Multi-scale Bayesian reconstruction of compressive X-ray image. ICASSP Jiaji Huang, Xin Yuan, A. Robert Calderbank
2015	Misc	`conf`	Polynomial-phase signal direction-finding and source-tracking with a single acoustic vector sensor. ICASSP Xin Yuan, Jiaji Huang, A. Robert Calderbank
2015	J	`jnl`	Signal Recovery and System Calibration from Multiple Compressive Poisson Measurements. SIAM J. Imaging Sci. 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
2015	J	`jnl`	The Role of Principal Angles in Subspace Classification. CoRR Jiaji Huang, Qiang Qiu, A. Robert Calderbank
2013	J	`jnl`	Change-Point Detection for High-Dimensional Time Series With Missing Data. IEEE J. Sel. Top. Signal Process. Yao Xie, Jiaji Huang, Rebecca Willett
2012	J	`jnl`	Changepoint detection for high-dimensional time series with missing data CoRR Yao Xie, Jiaji Huang, Rebecca Willett
2012	—	`conf`	Multiscale online tracking of manifolds. SSP Yao Xie, Jiaji Huang, Rebecca Willett