Yukun Ma

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 78

Top Topics

Speech Recognition

Keyword Spotting

Top Venues

Publications

Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. ICASSP (2024)
Chen Zheng, Ke Sun, Da Tang, Yukun Ma, Yuyu Zhang, Chenguang Xi, Xun Zhou
ICE-GRT: Instruction Context Enhancement by Generative Reinforcement based Transformers. CoRR (2024)
Yukun Ma, Chunlin Yu, Chuliang Weng
Morpheus: An efficient timing-based attestation framework for safeguarding hypervisor integrity with dynamic trust. Comput. Secur. 144 (2024)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? ICASSP (2024)
Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. CoRR (2024)
Jia Qi Yip, Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Dianwen Ng, Eng Siong Chng, Bin Ma
SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance. ICASSP (2024)
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Shiliang Zhang, Chong Deng, Hai Yu, Jiaqing Liu, Yukun Ma, Chong Zhang
Skip-Layer Attention: Bridging Abstract and Detailed Dependencies in Transformers. CoRR (2024)
Yukun Ma, Zikun Mao
LiqD: A Dynamic Liquid Level Detection Model under Tricky Small Containers. CoRR (2024)
Yukun Ma, Chong Zhang, Qian Chen, Wen Wang, Bin Ma
Tuning Large Language Model for Speech Recognition With Mixed-Scale Re-Tokenization. IEEE Signal Process. Lett. 31 (2024)
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Shiliang Zhang, Chong Deng, Yukun Ma, Hai Yu, Jiaqing Liu, Chong Zhang
Loss Masking Is Not Needed In Decoder-Only Transformer For Discrete-Token-Based ASR. ICASSP (2024)
Zheng Zhang, Chen Zheng, Da Tang, Ke Sun, Yukun Ma, Yingtong Bu, Xun Zhou, Liang Zhao
Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy. CoRR (2023)
Jia Qi Yip, Duc-Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. INTERSPEECH (2023)
Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. CoRR (2023)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Qian Chen, Wen Wang, Eng Siong Chng, Bin Ma
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. INTERSPEECH (2023)
Yukun Ma, Trung Hieu Nguyen, Jinjie Ni, Wen Wang, Qian Chen, Chong Zhang, Bin Ma
Auxiliary Pooling Layer For Spoken Language Understanding. ICASSP (2023)
Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao
Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. INTERSPEECH (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition. ICASSP (2023)
Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
Adaptive Knowledge Distillation between Text and Speech Pre-trained Models. CoRR (2023)
Qian Chen, Wen Wang, Qinglin Zhang, Chong Deng, Yukun Ma, Siqi Zheng
Improving BERT with Hybrid Pooling Network and Drop Mask. CoRR (2023)
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Chong Deng, Hai Yu, Jiaqing Liu, Yukun Ma, Chong Zhang
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings. CoRR (2023)
Zhao Yang, Dianwen Ng, Xizhe Li, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. INTERSPEECH (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
Contrastive Speech Mixup for Low-resource Keyword Spotting. CoRR (2023)
Yukun Ma, Shaohang Wang, Wenyi Xu, Rong Zhang, Fengtian Han
Design and Test of MEMS Resonant Accelerometer with a Novel Die-Attach Structure. SENSORS (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition. CoRR (2023)
Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, Zun Li
Improving Face Anti-spoofing via Advanced Multi-perspective Feature Learning. ACM Trans. Multim. Comput. Commun. Appl. 19 (6) (2023)
Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. CoRR (2023)
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Shiliang Zhang, Chong Deng, Yukun Ma, Hai Yu, Jiaqing Liu, Chong Zhang
Loss Masking Is Not Needed in Decoder-only Transformer for Discrete-token Based ASR. CoRR (2023)
Zhao Yang, Dianwen Ng, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. INTERSPEECH (2023)
Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models. ICASSP (2023)
Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Chong Deng, Hai Yu, Jiaqing Liu, Yukun Ma, Chong Zhang
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings. EMNLP (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
Contrastive Speech Mixup for Low-Resource Keyword Spotting. ICASSP (2023)
Jia Qi Yip, Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Dianwen Ng, Eng Siong Chng, Bin Ma
SPGM: Prioritizing Local Features for enhanced speech separation performance. CoRR (2023)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-shot Learners for Speech Recognition? CoRR (2023)
Yukun Ma, Trung Hieu Nguyen, Bin Ma
CPT: Cross-Modal Prefix-Tuning for Speech-To-Text Translation. ICASSP (2022)
Yukun Ma, Bin Ma
Multimodal Sentiment Analysis on Unaligned Sequences Via Holographic Embedding. ICASSP (2022)
Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization. CoRR (2022)
Jianan Gu, Yukun Ma, Beilei Zheng, Chuliang Weng
Outlier: Enabling Effective Measurement of Hypervisor Code Integrity With Group Detection. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Jing Li, Aixin Sun, Yukun Ma
Neural Named Entity Boundary Detection. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Yaowen Xu, Lifang Wu, Meng Jian, Wei-Shi Zheng, Yukun Ma, Zhuming Wang
Identity-constrained noise modeling with metric learning for face anti-spoofing. Neurocomputing 434 (2021)
Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li
Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch. CoRR (2021)
Hui Teng, Yukun Ma, Di Teng
Erratum to "Algorithm and Simulation of Association Rules of Drug Relationship Based on Network Model". Complex. 2021 (2021)
Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li
Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch. ICLR (2021)
Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria
Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning. Inf. Fusion 70 (2021)
Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, Guozhang Ma
Multi-Perspective Features Learning for Face Anti-Spoofing. ICCVW (2021)
Yukun Ma, Khanh Linh Nguyen, Frank Z. Xing, Erik Cambria
A survey on empathetic dialogue systems. Inf. Fusion 64 (2020)
Yang Li, Suhang Wang, Yukun Ma, Quan Pan, Erik Cambria
Popularity prediction on vacation rental websites. Neurocomputing 412 (2020)
Yukun Ma, Lifang Wu, Zeyu Li, Fanghao Liu
A novel face presentation attack detection scheme based on multi-regional convolutional neural networks. Pattern Recognit. Lett. 131 (2020)
Fengshan Yang, Mengyi Li, Cong Sun, Siying Li, Yukun Ma, Haiyan Fu, Chunguang Liu
Clone and Analysis of Atrazine Chlorohydrolase Gene of Arthrobacter sp. T3AB1 Isolated from Northeast China. BIBE (2020)
Yukun Ma, Yaowen Xu, Fanghao Liu
Multi-Perspective Dynamic Features for Cross-Database Face Presentation Attack Detection. IEEE Access 8 (2020)
Tao Xu, Jiyong Zhou, Lei Cai, Yukun Ma
Underwater Target Detection Method Based on Third Party Information Transfer Learning. ICARM (2020)
Hui Teng, Yukun Ma, Di Teng
Algorithm and Simulation of Association Rules of Drug Relationship Based on Network Model. Complex. 2020 (2020)
Lei Cai, Qiankun Sun, Tao Xu, Yukun Ma, Zhenxue Chen
Multi-AUV Collaborative Target Recognition Based on Transfer-Reinforcement Learning. IEEE Access 8 (2020)
Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Björn Stenger, Yu Hirate
Learning Classifiers on Positive and Unlabeled Data with Policy Gradient. CoRR (2019)
Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Björn Stenger, Yu Hirate
Learning Classifiers on Positive and Unlabeled Data with Policy Gradient. ICDM (2019)
Andrea Picasso Ratto, Simone Merello, Yukun Ma, Luca Oneto, Erik Cambria
Technical analysis and sentiment embeddings for market trend prediction. Expert Syst. Appl. 135 (2019)
Yukun Ma, Patrick H. Chen, Cho-Jui Hsieh
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model. EMNLP/IJCNLP (1) (2019)
Sa Gao, Chunyang Chen, Zhenchang Xing, Yukun Ma, Wen Song, Shang-Wei Lin
A Neural Model for Method Name Generation from Functional Description. SANER (2019)
Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria
Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning. CoRR (2019)
Yukun Ma, Yaowen Xu, Lifang Wu, Tao Xu, Xin Zhao, Lei Cai
Face Image Deblurring Based on Iterative Spiral Optimazation. CCBR (2019)
Aojun Zhou, Yukun Ma, Yudian Li, Xiaohan Zhang, Ping Luo
Towards Improving Generalization of Deep Networks via Consistent Normalization. CoRR (2019)
Yukun Ma, Lifang Wu, Meng Jian
Sensitive Information of Deep Learning Based Face Anti-spoofing Algorithms. CCBR (2018)
Yukun Ma, Haiyun Peng, Erik Cambria
Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM. AAAI (2018)
Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate
Deep Heterogeneous Autoencoders for Collaborative Filtering. ICDM (2018)
Yukun Ma, Haiyun Peng, Tahir Khan, Erik Cambria, Amir Hussain
Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis. Cogn. Comput. 10 (4) (2018)
Andrea Picasso Ratto, Simone Merello, Luca Oneto, Yukun Ma, Lorenzo Malandri, Erik Cambria
Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction. SSCI (2018)
Simone Merello, Andrea Picasso Ratto, Yukun Ma, Luca Oneto, Erik Cambria
Investigating Timing and Impact of News on the Stock Market. ICDM Workshops (2018)
Haiyun Peng, Yukun Ma, Yang Li, Erik Cambria
Learning multi-grained aspect target sequence for Chinese sentiment analysis. Knowl. Based Syst. 148 (2018)
Yukun Ma, Erik Cambria
Concept-Based Embeddings for Natural Language Processing. CoRR (2018)
Tianyu Li, Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate
Deep Heterogeneous Autoencoders for Collaborative Filtering. CoRR (2018)
Yukun Ma, Lifang Wu, Xiaofeng Gu, Jiaoyu He, Zhou Yang
A Secure Face-Verification Scheme Based on Homomorphic Encryption and Deep Neural Networks. IEEE Access 5 (2017)
Yukun Ma, Erik Cambria, Benjamin Bigot
ASR Hypothesis Reranking Using Prior-Informed Restricted Boltzmann Machine. CICLing (1) (2017)
Sa Gao, Zhenchang Xing, Yukun Ma, Deheng Ye, Shang-Wei Lin
Enhancing Knowledge Sharing in Stack Overflow via Automatic External Web Resources Linking. ICECCS (2017)
Lifang Wu, Yaowen Xu, Meng Jian, Wei Cai, Chuncan Yan, Yukun Ma
Motion Analysis Based Cross-Database Voting for Face Spoofing Detection. CCBR (2017)
Yukun Ma, Bin Xu, Qi Li
Urban Trace Utilizing Mobile Sequence. ICPCSEE (2) (2017)
Yukun Ma, Erik Cambria, Sa Gao
Label Embedding for Zero-shot Fine-grained Named Entity Typing. COLING (2016)
Muhammad Tahir Khan, Yukun Ma, Jung-jae Kim
Term Ranker: A Graph-Based Re-Ranking Approach. FLAIRS Conference (2016)
Yukun Ma, Jiaoyu He, Lifang Wu, Wei Qi
An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network. MMM (2) (2016)
Yukun Ma, Jung-jae Kim, Benjamin Bigot, Muhammad Tahir Khan
Feature-enriched word embeddings for named entity recognition in open-domain conversations. ICASSP (2016)
Lifang Wu, Wei Qi, Yaxi Hou, Yukun Ma
Maximum bit average entropy based binary SIFT (MBAE_BS) for face recognition with pose variation. MMSP (2015)
Xiao Xu, Lifang Wu, Ke Wang, Yukun Ma, Wei Qi
A Facial Pose Estimation Algorithm Using Deep Learning. CCBR (2015)