Zhengrui Ma

According to our database, Zhengrui Ma authored at least 21 papers between 2020 and 2025.

Collaborative distances:

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

2025

FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing.

Shoutao Guo, Shaolei Zhang, Qingkai Fang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, July, 2025

Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space.

Zhengrui Ma, Yang Feng, Chenze Shao, Fandong Meng, Jie Zhou, Min Zhang

CoRR, May, 2025

LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

Qingkai Fang, Shoutao Guo, Yan Zhou, Zhengrui Ma, Shaolei Zhang, Yang Feng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Yang Feng

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Learning Monotonic Attention in Transducer for Streaming Generation.

Zhengrui Ma, Yang Feng, Min Zhang

CoRR, 2024

Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, 2024

SiLLM: Large Language Models for Simultaneous Machine Translation.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, 2024

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning.

Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation.

Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng, Min Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?

Qingkai Fang, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

CTC-based Non-autoregressive Textless Speech-to-Speech Translation.

Qingkai Fang, Zhengrui Ma, Yan Zhou, Min Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models.

Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng

CoRR, 2023

Beyond MLE: Convex Learning for Text Generation.

Chenze Shao, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Non-autoregressive Machine Translation with Probabilistic Context-free Grammar.

Shangtong Gui, Chenze Shao, Zhengrui Ma, Xishan Zhang, Yunji Chen, Yang Feng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation.

Zhengrui Ma, Chenze Shao, Shangtong Gui, Min Zhang, Yang Feng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Non-autoregressive Streaming Transformer for Simultaneous Translation.

Zhengrui Ma, Shaolei Zhang, Shoutao Guo, Chenze Shao, Min Zhang, Yang Feng

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

2022

Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation.

Chenze Shao, Zhengrui Ma, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Prediction Difference Regularization against Perturbation for Neural Machine Translation.

Dengji Guo, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering.

Zhengrui Ma, Zhao Kang, Guangchun Luo, Ling Tian

CoRR, 2021

Smoothed Multi-view Subspace Clustering.

Peng Chen, Liang Liu, Zhengrui Ma, Zhao Kang

Proceedings of the Neural Computing for Advanced Applications, 2021

2020

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering.

Zhengrui Ma, Zhao Kang, Guangchun Luo, Ling Tian, Wenyu Chen

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020