| 2025 | ICASSP | HiFi-SR: A Unified Generative Transformer-Convolutional Adversarial Network for High-Fidelity Speech Super-Resolution. | Shengkui Zhao, Kun Zhou, Zexu Pan, Yukun Ma, Chong Zhang, Bin Ma |
| 2025 | ICASSP | Conditional Latent Diffusion-Based Speech Enhancement via Dual Context Learning. | Shengkui Zhao, Zexu Pan, Kun Zhou, Yukun Ma, Chong Zhang, Bin Ma |
| 2025 | Interspeech | A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models. | Yi-Wen Chao, Yizhou Peng, Dianwen Ng, Yukun Ma, Chongjia Ni, Bin Ma, Eng Siong Chng |
| 2025 | Interspeech | Online Audio-Visual Autoregressive Speaker Extraction. | Zexu Pan, Wupeng Wang, Shengkui Zhao, Chong Zhang, Kun Zhou, Yukun Ma, Bin Ma |
| 2025 | Interspeech | Plug-and-Play Co-Occurring Face Attention for Robust Audio-Visual Speaker Extraction. | Zexu Pan, Shengkui Zhao, Tingting Wang, Kun Zhou, Yukun Ma, Chong Zhang, Bin Ma |
| 2025 | Interspeech | FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems. | Yizhou Peng, Yi-Wen Chao, Dianwen Ng, Yukun Ma, Chongjia Ni, Bin Ma, Eng Siong Chng |
| 2024 | ICASSP | 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 |
| 2024 | ICASSP | 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 |
| 2024 | ICASSP | 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 |
| 2024 | ICASSP | 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 |
| 2024 | Interspeech | Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. | Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma |
| 2023 | EMNLP | 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 |
| 2023 | ICASSP | Auxiliary Pooling Layer For Spoken Language Understanding. | Yukun Ma, Trung Hieu Nguyen, Jinjie Ni, Wen Wang, Qian Chen, Chong Zhang, Bin Ma |
| 2023 | ICASSP | 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 |
| 2023 | ICASSP | 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 |
| 2023 | ICASSP | 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 |
| 2023 | Interspeech | Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. | Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Qian Chen, Wen Wang, Eng Siong Chng, Bin Ma |
| 2023 | Interspeech | Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. | Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao |
| 2023 | Interspeech | A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. | Zhao Yang, Dianwen Ng, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng |
| 2023 | Interspeech | Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. | Zhao Yang, Dianwen Ng, Xizhe Li, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng |
| 2023 | Interspeech | ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. | Jia Qi Yip, Duc-Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma |
| 2022 | ICASSP | Multimodal Sentiment Analysis on Unaligned Sequences Via Holographic Embedding. | Yukun Ma, Bin Ma |
| 2022 | ICASSP | CPT: Cross-Modal Prefix-Tuning for Speech-To-Text Translation. | Yukun Ma, Trung Hieu Nguyen, Bin Ma |
| 2021 | ICLR | 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 |
| 2019 | EMNLP | MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model. | Yukun Ma, Patrick H. Chen, Cho-Jui Hsieh |
| 2019 | ICDM | Learning Classifiers on Positive and Unlabeled Data with Policy Gradient. | Tianyu Li, Chien-Chih Wang, Yukun Ma, Patricia Ortal, Qifang Zhao, Bjrn Stenger, Yu Hirate |
| 2018 | AAAI | Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM. | Yukun Ma, Haiyun Peng, Erik Cambria |
| 2018 | ICDM | Deep Heterogeneous Autoencoders for Collaborative Filtering. | Yukun Ma, Jiu Xu, Bjrn Stenger, Chen Liu, Yu Hirate |
| 2018 | ICDM | Investigating Timing and Impact of News on the Stock Market. | Simone Merello, Andrea Picasso Ratto, Yukun Ma, Luca Oneto, Erik Cambria |
| 2017 | CICLING | ASR Hypothesis Reranking Using Prior-Informed Restricted Boltzmann Machine. | Yukun Ma, Erik Cambria, Benjamin Bigot |
| 2017 | ICECCS | Enhancing Knowledge Sharing in Stack Overflow via Automatic External Web Resources Linking. | Sa Gao, Zhenchang Xing, Yukun Ma, Deheng Ye, Shang-Wei Lin |
| 2016 | COLING | Label Embedding for Zero-shot Fine-grained Named Entity Typing. | Yukun Ma, Erik Cambria, Sa Gao |
| 2016 | FlAIRS | Term Ranker: A Graph-Based Re-Ranking Approach. | Muhammad Tahir Khan, Yukun Ma, Jung-Jae Kim |
| 2016 | ICASSP | Feature-enriched word embeddings for named entity recognition in open-domain conversations. | Yukun Ma, Jung-Jae Kim, Benjamin Bigot, Muhammad Tahir Khan |
| 2016 | MMM | An Effective Face Verification Algorithm to Fuse Complete Features in Convolutional Neural Network. | Yukun Ma, Jiaoyu He, Lifang Wu, Wei Qi |
| 2015 | MMSP | Maximum bit average entropy based binary SIFT (MBAE_BS) for face recognition with pose variation. | Lifang Wu, Wei Qi, Yaxi Hou, Yukun Ma |