Yukun Ma

According to our database, Yukun Ma authored at least 64 papers between 2015 and 2024.

Collaborative distances:

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

2024

LiqD: A Dynamic Liquid Level Detection Model under Tricky Small Containers.

Yukun Ma, Zikun Mao

CoRR, 2024

ICE-GRT: Instruction Context Enhancement by Generative Reinforcement based Transformers.

Chen Zheng, Ke Sun, Da Tang, Yukun Ma, Yuyu Zhang, Chenguang Xi, Xun Zhou

CoRR, 2024

2023

Improving Face Anti-spoofing via Advanced Multi-perspective Feature Learning.

Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, Zun Li

ACM Trans. Multim. Comput. Commun. Appl., November, 2023

MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation.

Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma

CoRR, 2023

Loss Masking Is Not Needed in Decoder-only Transformer for Discrete-token Based ASR.

Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Shiliang Zhang, Chong Deng, Yukun Ma, Hai Yu, Jiaqing Liu, Chong Zhang

CoRR, 2023

Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy.

Zheng Zhang, Chen Zheng, Da Tang, Ke Sun, Yukun Ma, Yingtong Bu, Xun Zhou, Liang Zhao

CoRR, 2023

SPGM: Prioritizing Local Features for enhanced speech separation performance.

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

CoRR, 2023

Are Soft Prompts Good Zero-shot Learners for Speech Recognition?

Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

CoRR, 2023

Improving BERT with Hybrid Pooling Network and Drop Mask.

Qian Chen, Wen Wang, Qinglin Zhang, Chong Deng, Yukun Ma, Siqi Zheng

CoRR, 2023

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.

Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

CoRR, 2023

Contrastive Speech Mixup for Low-resource Keyword Spotting.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma

CoRR, 2023

Adaptive Knowledge Distillation between Text and Speech Pre-trained Models.

Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria

CoRR, 2023

deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

CoRR, 2023

Design and Test of MEMS Resonant Accelerometer with a Novel Die-Attach Structure.

Yukun Ma, Shaohang Wang, Wenyi Xu, Rong Zhang, Fengtian Han

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models.

Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria

Proceedings of the IEEE International Conference on Acoustics, 2023

Contrastive Speech Mixup for Low-Resource Keyword Spotting.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

Auxiliary Pooling Layer For Spoken Language Understanding.

Yukun Ma, Trung Hieu Nguyen, Jinjie Ni, Wen Wang, Qian Chen, Chong Zhang, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings.

Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Chong Deng, Hai Yu, Jiaqing Liu, Yukun Ma, Chong Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Outlier: Enabling Effective Measurement of Hypervisor Code Integrity With Group Detection.

Jianan Gu, Yukun Ma, Beilei Zheng, Chuliang Weng

IEEE Trans. Dependable Secur. Comput., 2022

I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization.

Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

CoRR, 2022

CPT: Cross-Modal Prefix-Tuning for Speech-To-Text Translation.

Yukun Ma, Trung Hieu Nguyen, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2022

Multimodal Sentiment Analysis on Unaligned Sequences Via Holographic Embedding.

Yukun Ma, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Neural Named Entity Boundary Detection.

Jing Li, Aixin Sun, Yukun Ma

IEEE Trans. Knowl. Data Eng., 2021

Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning.

Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria

Inf. Fusion, 2021

Identity-constrained noise modeling with metric learning for face anti-spoofing.

Yaowen Xu, Lifang Wu, Meng Jian, Wei-Shi Zheng, Yukun Ma, Zhuming Wang

Neurocomputing, 2021

Erratum to "Algorithm and Simulation of Association Rules of Drug Relationship Based on Network Model".

Hui Teng, Yukun Ma, Di Teng

Complex., 2021

Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch.

Aojun Zhou, Yukun Ma, Junnan Zhu, Jianbo Liu, Zhijie Zhang, Kun Yuan, Wenxiu Sun, Hongsheng Li

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

Multi-Perspective Features Learning for Face Anti-Spoofing.

Zhuming Wang, Yaowen Xu, Lifang Wu, Hu Han, Yukun Ma, Guozhang Ma

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

2020

A novel face presentation attack detection scheme based on multi-regional convolutional neural networks.

Yukun Ma, Lifang Wu, Zeyu Li, Fanghao Liu

Pattern Recognit. Lett., 2020

A survey on empathetic dialogue systems.

Yukun Ma, Khanh Linh Nguyen, Frank Z. Xing, Erik Cambria

Inf. Fusion, 2020

Popularity prediction on vacation rental websites.

Yang Li, Suhang Wang, Yukun Ma, Quan Pan, Erik Cambria

Neurocomputing, 2020

Algorithm and Simulation of Association Rules of Drug Relationship Based on Network Model.

Hui Teng, Yukun Ma, Di Teng

Complex., 2020

Multi-Perspective Dynamic Features for Cross-Database Face Presentation Attack Detection.

Yukun Ma, Yaowen Xu, Fanghao Liu

IEEE Access, 2020

Multi-AUV Collaborative Target Recognition Based on Transfer-Reinforcement Learning.

Lei Cai, Qiankun Sun, Tao Xu, Yukun Ma, Zhenxue Chen

IEEE Access, 2020

Underwater Target Detection Method Based on Third Party Information Transfer Learning.

Tao Xu, Jiyong Zhou, Lei Cai, Yukun Ma

Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

Clone and Analysis of Atrazine Chlorohydrolase Gene of Arthrobacter sp. T3AB1 Isolated from Northeast China.

Fengshan Yang, Mengyi Li, Cong Sun, Siying Li, Yukun Ma, Haiyan Fu, Chunguang Liu

Proceedings of the BIBE 2020: The Fourth International Conference on Biological Information and Biomedical Engineering, 2020

2019

Technical analysis and sentiment embeddings for market trend prediction.

Andrea Picasso Ratto, Simone Merello, Yukun Ma, Luca Oneto, Erik Cambria

Expert Syst. Appl., 2019

Towards Improving Generalization of Deep Networks via Consistent Normalization.

Aojun Zhou, Yukun Ma, Yudian Li, Xiaohan Zhang, Ping Luo

CoRR, 2019

A Neural Model for Method Name Generation from Functional Description.

Sa Gao, Chunyang Chen, Zhenchang Xing, Yukun Ma, Wen Song, Shang-Wei Lin

Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

Learning Classifiers on Positive and Unlabeled Data with Policy Gradient.

Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Björn Stenger, Yu Hirate

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model.

Yukun Ma, Patrick H. Chen, Cho-Jui Hsieh

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Face Image Deblurring Based on Iterative Spiral Optimazation.

Yukun Ma, Yaowen Xu, Lifang Wu, Tao Xu, Xin Zhao, Lei Cai

Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

2018

Concept-based embeddings for natural language processing

Yukun Ma

PhD thesis, 2018

Learning multi-grained aspect target sequence for Chinese sentiment analysis.

Haiyun Peng, Yukun Ma, Yang Li, Erik Cambria

Knowl. Based Syst., 2018

Deep Heterogeneous Autoencoders for Collaborative Filtering.

Tianyu Li, Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate

CoRR, 2018

Concept-Based Embeddings for Natural Language Processing.

Yukun Ma, Erik Cambria

CoRR, 2018

Sentic LSTM: a Hybrid Network for Targeted Aspect-Based Sentiment Analysis.

Yukun Ma, Haiyun Peng, Tahir Khan, Erik Cambria, Amir Hussain

Cogn. Comput., 2018

Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction.

Andrea Picasso Ratto, Simone Merello, Luca Oneto, Yukun Ma, Lorenzo Malandri, Erik Cambria

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Investigating Timing and Impact of News on the Stock Market.

Simone Merello, Andrea Picasso Ratto, Yukun Ma, Luca Oneto, Erik Cambria

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Deep Heterogeneous Autoencoders for Collaborative Filtering.

Yukun Ma, Jiu Xu, Björn Stenger, Chen Liu, Yu Hirate

Proceedings of the IEEE International Conference on Data Mining, 2018

Sensitive Information of Deep Learning Based Face Anti-spoofing Algorithms.

Yukun Ma, Lifang Wu, Meng Jian

Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM.

Yukun Ma, Haiyun Peng, Erik Cambria

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Secure Face-Verification Scheme Based on Homomorphic Encryption and Deep Neural Networks.

Yukun Ma, Lifang Wu, Xiaofeng Gu, Jiaoyu He, Zhou Yang

IEEE Access, 2017

Urban Trace Utilizing Mobile Sequence.

Yukun Ma, Bin Xu, Qi Li

Proceedings of the Data Science, 2017

Enhancing Knowledge Sharing in Stack Overflow via Automatic External Web Resources Linking.

Sa Gao, Zhenchang Xing, Yukun Ma, Deheng Ye, Shang-Wei Lin

Proceedings of the 22nd International Conference on Engineering of Complex Computer Systems, 2017

ASR Hypothesis Reranking Using Prior-Informed Restricted Boltzmann Machine.

Yukun Ma, Erik Cambria, Benjamin Bigot

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Motion Analysis Based Cross-Database Voting for Face Spoofing Detection.

Lifang Wu, Yaowen Xu, Meng Jian, Wei Cai, Chuncan Yan, Yukun Ma

Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016

An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network.

Yukun Ma, Jiaoyu He, Lifang Wu, Wei Qi

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Feature-enriched word embeddings for named entity recognition in open-domain conversations.

Yukun Ma, Jung-Jae Kim, Benjamin Bigot, Muhammad Tahir Khan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Term Ranker: A Graph-Based Re-Ranking Approach.

Muhammad Tahir Khan, Yukun Ma, Jung-Jae Kim

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Label Embedding for Zero-shot Fine-grained Named Entity Typing.

Yukun Ma, Erik Cambria, Sa Gao

Proceedings of the COLING 2016, 2016

2015

Maximum bit average entropy based binary SIFT (MBAE_BS) for face recognition with pose variation.

Lifang Wu, Wei Qi, Yaxi Hou, Yukun Ma

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

A Facial Pose Estimation Algorithm Using Deep Learning.

Xiao Xu, Lifang Wu, Ke Wang, Yukun Ma, Wei Qi

Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015