Xingyu Cai

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 43

Top Topics

Biological Data

Ensemble Learning

Speech Emotion Recognition

Top Venues

Publications

Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. CoRR (2024)
Weiran Wang, Rohit Prabhavalkar, Haozhe Shan, Zhong Meng, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Chengjian Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar
Massive End-to-end Speech Recognition Models with Time Reduction. NAACL-HLT (2024)
Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. ICASSP (2024)
Weiran Wang, Rohit Prabhavalkar, Dongseong Hwang, Qiujia Li, Khe Chai Sim, Bo Li, James Qin, Xingyu Cai, Adam Stooke, Zhong Meng, CJ Zheng, Yanzhang He, Tara N. Sainath, Pedro Moreno Mengibar
Massive End-to-end Models for Short Search Queries. CoRR (2023)
Lifeng Hu, Fan Zhang, Ziyuan Liang, Ruyi Ding, Xingyu Cai, Zonghui Wang, Wenguang Jin
FaultMorse: An automated controlled-channel attack via longest recurring sequence. Comput. Secur. 124 (2023)
Meiyan Pan, Xingyu Cai, Jian Xue
Target HRRP Length Estimation Based on Significant Energy Aggregation. ICSPCC (2023)
Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He
Efficient Cascaded Streaming ASR System Via Frame Rate Reduction. ASRU (2023)
Jiahong Yuan, Xingyu Cai, Kenneth Church
Improved Contextualized Speech Representations for Tonal Analysis. INTERSPEECH (2023)
Kenneth Church, Xingyu Cai, Yuchen Bian
Training on Lexical Resources. LREC (2022)
Guangxu Xun, Mingbo Ma, Yuchen Bian, Xingyu Cai, Jiaji Huang, Renjie Zheng, Junkun Chen, Jiahong Yuan, Kenneth Church, Liang Huang
Data-Driven Adaptive Simultaneous Machine Translation. CoRR (2022)
Kenneth Ward Church, Xingyu Cai, Yibiao Ying, Zeyu Chen, Guangxu Xun, Yuchen Bian
Emerging trends: General fine-tuning (gft). Nat. Lang. Eng. 28 (4) (2022)
Xingyu Cai, Jiahong Yuan, Yuchen Bian, Guangxu Xun, Jiaji Huang, Kenneth Church
W-CTC: a Connectionist Temporal Classification Loss with Wild Cards. ICLR (2022)
Xingyu Cai, Yuchen Bian, Jiaji Huang, Boxiang Liu, Jiahong Yuan, Kenneth Church
SSPF: a Simple and Scalable Parameter Free Clustering Method. ICDM (Workshops) (2021)
Xingyu Cai, Jiahong Yuan, Renjie Zheng, Liang Huang, Kenneth Church
Speech Emotion Recognition with Multi-Task Learning. Interspeech (2021)
Qianqian Tong, Guannan Liang, Xingyu Cai, Chunjiang Zhu, Jinbo Bi
Asynchronous parallel stochastic Quasi-Newton methods. Parallel Comput. 101 (2021)
Jiahong Yuan, Xingyu Cai, Dongji Gao, Renjie Zheng, Liang Huang, Kenneth Church
Decoupling recognition and transcription in Mandarin ASR. CoRR (2021)
Yuchen Bian, Jiaji Huang, Xingyu Cai, Jiahong Yuan, Kenneth Church
On Attention Redundancy: A Comprehensive Study. NAACL-HLT (2021)
Xingyu Cai, Jiaji Huang, Yuchen Bian, Kenneth Church
Isotropy in the Contextual Embedding Space: Clusters and Manifolds. ICLR (2021)
Jiahong Yuan, Xingyu Cai, Renjie Zheng, Liang Huang, Kenneth Church
The Role of Phonetic Units in Speech Emotion Recognition. CoRR (2021)
Jiahong Yuan, Xingyu Cai, Dongji Gao, Renjie Zheng, Liang Huang, Kenneth Church
Decoupling Recognition and Transcription in Mandarin ASR. ASRU (2021)
Boxiang Liu, Jiaji Huang, Xingyu Cai, Kenneth Church
Better than BERT but Worse than Baseline. CoRR (2021)
Peng Xiao, Xingyu Cai, Sanguthevar Rajasekaran
EMS3: An Improved Algorithm for Finding Edit-Distance Based Motifs. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Jiahong Yuan, Xingyu Cai, Kenneth Church
Pause-Encoded Language Models for Recognition of Alzheimer's Disease and Emotion. ICASSP (2021)
Jiahong Yuan, Neville Ryant, Xingyu Cai, Kenneth Church, Mark Liberman
Automatic recognition of suprasegmentals in speech. CoRR (2021)
Jiahong Yuan, Yuchen Bian, Xingyu Cai, Jiaji Huang, Zheng Ye, Kenneth Church
Disfluencies and Fine-Tuning Pre-Trained Language Models for Detection of Alzheimer's Disease. INTERSPEECH (2020)
Jiaji Huang, Xingyu Cai, Kenneth Church
Improving Bilingual Lexicon Induction for Low Frequency Words. EMNLP (1) (2020)
Qianqian Tong, Guannan Liang, Xingyu Cai, Chun Jiang Zhu, Jinbo Bi
Asynchronous Parallel Stochastic Quasi-Newton Methods. CoRR (2020)
Jiahong Yuan, Xingyu Cai, Yuchen Bian, Zheng Ye, Kenneth Church
Pauses for Detection of Alzheimer's Disease. Frontiers Comput. Sci. 2 (2020)
Xingyu Cai, Abdullah-Al Mamun, Sanguthevar Rajasekaran
Efficient Algorithms for Finding the Closest $l$l-Mers in Biological Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (6) (2019)
Zigeng Wang, Abdullah-Al Mamun, Xingyu Cai, Nalini Ravishanker, Sanguthevar Rajasekaran
Efficient Sequential and Parallel Algorithms for Estimating Higher Order Spectra. CIKM (2019)
Xingyu Cai, Tingyang Xu, Jinfeng Yi, Junzhou Huang, Sanguthevar Rajasekaran
DTWNet: a Dynamic Time Warping Network. NeurIPS (2019)
Peng Xiao, Xingyu Cai, Sanguthevar Rajasekaran
Efficient Algorithms for Finding Edit-Distance Based Motifs. AlCoB (2019)
Xingyu Cai, Jinfeng Yi, Fan Zhang, Sanguthevar Rajasekaran
Adversarial Structured Neural Network Pruning. CIKM (2019)
Xingyu Cai, Shanglin Zhou, Sanguthevar Rajasekaran
JUMP: A Fast Deterministic Algorithm to Find the Closest Pair of Subsequences. SDM (2018)
Kenneth F. Lyon, Xingyu Cai, Richard J. Young, Abdullah-Al Mamun, Sanguthevar Rajasekaran, Martin R. Schiller
Minimotif Miner 4: a million peptide minimotifs and counting. Nucleic Acids Res. 46 (Database-Issue) (2018)
Xingyu Cai, Sanguthevar Rajasekaran, Fan Zhang
Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional Spaces. PAKDD (3) (2018)
Peng Xiao, Xingyu Cai, Sanguthevar Rajasekaran
EMS3: An Improved Algorithm for Finding Edit-distance Based Motifs. ICCABS (2018)
Sudipta Pathak, Xingyu Cai, Sanguthevar Rajasekaran
Ensemble Deep TimeNet: An Ensemble Learning Approach with Deep Neural Networks for Time Series. ICCABS (2018)
Abdullah-Al Mamun, Zigeng Wang, Xingyu Cai, Nalini Ravishanker, Sanguthevar Rajasekaran
Efficient Sequential and Parallel Algorithms for Estimating Higher Order Spectra. CoRR (2018)
Sudipta Pathak, Xingyu Cai
Ensemble learning algorithm for drug-target interaction prediction. ICCABS (2017)
Sanguthevar Rajasekaran, Subrata Saha, Xingyu Cai
Novel Exact and Approximate Algorithms for the Closest Pair Problem. ICDM (2017)
Xingyu Cai, Abdullah-Al Mamun, Sanguthevar Rajasekaran
Novel algorithms for finding the closest l-mers in biological data. BIBM (2017)
Xingyu Cai, Lei Wan, Yi Huang, Shengli Zhou, Zhijie Shi
Further results on multicarrier MFSK based underwater acoustic communications. Phys. Commun. 18 (2016)
Gang Wang, Wenming Li, Xingyu Cai
MBDMAC: A MAC Protocol for Multi-beam Directional Antennas in Wireless Networks. MASS (2015)