Metric representations of data via the Kernel-based Sammon Mapping. - Mingbo Ma; Ryan Gonet; RuiZhi Yu; Georgios C. Anagnostopoulos (IJCNN, 2010)

Prototype based feature learning for face image set classification. - Mingbo Ma; Ming Shao; Xu Zhao 001; Yun Fu 001 (FG, 2013)

Sparse Manifold Subspace Learning. - Ming Shao; Mingbo Ma; Yun Fu 001 (Low-Rank and Sparse Modeling for Visual Analysis, 2014)

Dependency-based Convolutional Neural Networks for Sentence Embedding. - Mingbo Ma; Liang Huang 001; Bowen Zhou 006; Bing Xiang (ACL (2), 2015)

Tree-based Convolution for Sentence Modeling. - Mingbo Ma; Liang Huang 001; Bowen Zhou 006; Bing Xiang (CoRR, 2015)

Textual Entailment with Structured Attentions and Composition. - Kai Zhao 003; Liang Huang 001; Mingbo Ma (COLING, 2016)

Classify or Select: Neural Architectures for Extractive Document Summarization. - Ramesh Nallapati; Bowen Zhou 006; Mingbo Ma (CoRR, 2016)

Group Sparse CNNs for Question Classification with Answer Sets. - Mingbo Ma; Liang Huang 001; Bing Xiang; Bowen Zhou 006 (ACL (2), 2017)

When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size). - Liang Huang 001; Kai Zhao 003; Mingbo Ma (EMNLP, 2017)

Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks. - Mingbo Ma; Kai Zhao 003; Liang Huang 001; Bing Xiang; Bowen Zhou 006 (INTERSPEECH, 2017)

OSU Multimodal Machine Translation System Report. - Mingbo Ma; Dapeng Li; Kai Zhao 003; Liang Huang 001 (WMT, 2017)

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation. - Yilin Yang; Liang Huang 001; Mingbo Ma (EMNLP, 2018)

Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation. - Renjie Zheng; Mingbo Ma; Liang Huang 001 (EMNLP, 2018)

Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report. - Renjie Zheng; Yilin Yang; Mingbo Ma; Liang Huang 001 (WMT (shared task), 2018)

STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency. - Mingbo Ma; Liang Huang 001; Hao Xiong 005; Kaibo Liu; Chuanqiang Zhang; Zhongjun He; Hairong Liu; Xing Li; Haifeng Wang 001 (CoRR, 2018)

Robust Neural Machine Translation with Joint Textual and Phonetic Embedding. - Hairong Liu; Mingbo Ma; Liang Huang 001; Hao Xiong 005; Zhongjun He (ACL (1), 2019)

STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework. - Mingbo Ma; Liang Huang 001; Hao Xiong 005; Renjie Zheng; Kaibo Liu; Baigong Zheng; Chuanqiang Zhang; Zhongjun He; Hairong Liu; Xing Li; Hua Wu 003; Haifeng Wang 001 (ACL (1), 2019)

Simultaneous Translation with Flexible Policy via Restricted Imitation Learning. - Baigong Zheng; Renjie Zheng; Mingbo Ma; Liang Huang 001 (ACL (1), 2019)

Speculative Beam Search for Simultaneous Translation. - Renjie Zheng; Mingbo Ma; Baigong Zheng; Liang Huang 001 (EMNLP/IJCNLP (1), 2019)

Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation. - Baigong Zheng; Renjie Zheng; Mingbo Ma; Liang Huang 001 (EMNLP/IJCNLP (1), 2019)

Learning to Stop in Structured Prediction for Neural Machine Translation. - Mingbo Ma; Renjie Zheng; Liang Huang 001 (NAACL-HLT (1), 2019)

Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report. - Renjie Zheng; Hairong Liu; Mingbo Ma; Baigong Zheng; Liang Huang 001 (WMT (2), 2019)

Machine Translation in Pronunciation Space. - Hairong Liu; Mingbo Ma; Liang Huang 001 (CoRR, 2019)

Simultaneous Translation Policies: From Fixed to Adaptive. - Baigong Zheng; Kaibo Liu; Renjie Zheng; Mingbo Ma; Hairong Liu; Liang Huang 001 (ACL, 2020)

Opportunistic Decoding with Timely Correction for Simultaneous Translation. - Renjie Zheng; Mingbo Ma; Baigong Zheng; Kaibo Liu; Liang Huang 001 (ACL, 2020)

Simultaneous Translation. - Liang Huang 001; Colin Cherry; Mingbo Ma; Naveen Arivazhagan; Zhongjun He (EMNLP (Tutorial Abstracts), 2020)

Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework. - Mingbo Ma; Baigong Zheng; Kaibo Liu; Renjie Zheng; Hairong Liu; Kainan Peng; Kenneth Church 001; Liang Huang 001 (EMNLP (Findings), 2020)

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training. - Renjie Zheng; Mingbo Ma; Baigong Zheng; Kaibo Liu; Jiahong Yuan; Kenneth Church 001; Liang Huang 001 (EMNLP (Findings), 2020)

Improving Simultaneous Translation with Pseudo References. - Jun-Kun Chen; Renjie Zheng; Atsuhito Kita; Mingbo Ma; Liang Huang 001 (CoRR, 2020)

MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation. - Jun-Kun Chen; Mingbo Ma; Renjie Zheng; Liang Huang 001 (CoRR, 2020)

Direct Simultaneous Speech-to-Text Translation Assisted by Synchronized Streaming ASR. - Jun-Kun Chen; Mingbo Ma; Renjie Zheng; Liang Huang 001 (ACL/IJCNLP (Findings), 2021)

Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings. - Jun-Kun Chen; Renjie Zheng; Atsuhito Kita; Mingbo Ma; Liang Huang 001 (EMNLP (1), 2021)

Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation. - Renjie Zheng; Jun-Kun Chen; Mingbo Ma; Liang Huang 001 (ICML, 2021)

SpecRec: An Alternative Solution for Improving End-to-End Speech-to-Text Translation via Spectrogram Reconstruction. - Jun-Kun Chen; Mingbo Ma; Renjie Zheng; Liang Huang 001 (Interspeech, 2021)

A3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing. - He Bai 002; Renjie Zheng; Jun-Kun Chen; Mingbo Ma; Xintong Li; Liang Huang 001 (ICML, 2022)

Data-Driven Adaptive Simultaneous Machine Translation. - Guangxu Xun; Mingbo Ma; Yuchen Bian; Xingyu Cai; Jiaji Huang; Renjie Zheng; Jun-Kun Chen; Jiahong Yuan; Kenneth Church 001; Liang Huang 001 (CoRR, 2022)

Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network. - Dongya Jia; Qiao Tian 001; Kainan Peng; Jiaxin Li; Yuanzhe Chen; Mingbo Ma; Yuping Wang 005; Yuxuan Wang 002 (INTERSPEECH, 2023)

Efficient Neural Music Generation. - Max W. Y. Lam; Qiao Tian 001; Tang Li 001; Zongyu Yin; Siyuan Feng; Ming Tu; Yuliang Ji; Rui Xia; Mingbo Ma; Xuchen Song; Jitong Chen; Yuping Wang 005; et al. (NeurIPS, 2023)

VoiceShop: A Unified Speech-to-Speech Framework for Identity-Preserving Zero-Shot Voice Editing. - Philip Anastassiou; Zhenyu Tang; Kainan Peng; Dongya Jia; Jiaxin Li; Ming Tu; Yuping Wang 005; Yuxuan Wang 002; Mingbo Ma (CoRR, 2024)

Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement. - Xueyao Zhang; Xiaohui Zhang; Kainan Peng; Zhenyu Tang; Vimal Manohar; Yingru Liu; Jeff Hwang; Dangna Li; Yuhao Wang; Julian Chan; Yuan Huang; Zhizheng Wu 001; et al. (ICLR, 2025)

SemAlignVC: Enhancing zero-shot timbre conversion using semantic alignment. - Shivam Mehta; Yingru Liu; Zhenyu Tang; Kainan Peng; Vimal Manohar; Shun Zhang; Mike Seltzer; Qing He; Mingbo Ma (CoRR, 2025)