Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering. - Zhengrui Ma; Zhao Kang 001; Guangchun Luo; Ling Tian; Wenyu Chen 001 (ACM Multimedia, 2020)

Smoothed Multi-view Subspace Clustering. - Peng Chen; Liang Liu; Zhengrui Ma; Zhao Kang 001 (NCAA, 2021)

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering. - Zhengrui Ma; Zhao Kang 001; Guangchun Luo; Ling Tian (CoRR, 2021)

Prediction Difference Regularization against Perturbation for Neural Machine Translation. - Dengji Guo; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (ACL (1), 2022)

Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation. - Chenze Shao; Zhengrui Ma; Yang Feng 004 (EMNLP (Findings), 2022)

Non-autoregressive Streaming Transformer for Simultaneous Translation. - Zhengrui Ma; Shaolei Zhang; Shoutao Guo; Chenze Shao; Min Zhang 005; Yang Feng 004 (EMNLP, 2023)

Fuzzy Alignments in Directed Acyclic Graph for Non-Autoregressive Machine Translation. - Zhengrui Ma; Chenze Shao; Shangtong Gui; Min Zhang 005; Yang Feng 004 (ICLR, 2023)

Non-autoregressive Machine Translation with Probabilistic Context-free Grammar. - Shangtong Gui; Chenze Shao; Zhengrui Ma; Xishan Zhang; Yunji Chen; Yang Feng 004 (NeurIPS, 2023)

Beyond MLE: Convex Learning for Text Generation. - Chenze Shao; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (NeurIPS, 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 001; Yang Feng 004 (CoRR, 2023)

CTC-based Non-autoregressive Textless Speech-to-Speech Translation. - Qingkai Fang; Zhengrui Ma; Yan Zhou; Min Zhang 005; Yang Feng 004 (ACL (Findings), 2024)

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? - Qingkai Fang; Shaolei Zhang; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (ACL (1), 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 004; Min Zhang 005 (ACL (1), 2024)

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning. - Shaolei Zhang; Qingkai Fang; Shoutao Guo; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (ACL (1), 2024)

SiLLM: Large Language Models for Simultaneous Machine Translation. - Shoutao Guo; Shaolei Zhang; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2024)

Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models. - Shoutao Guo; Shaolei Zhang; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2024)

Learning Monotonic Attention in Transducer for Streaming Generation. - Zhengrui Ma; Yang Feng 004; Min Zhang 005 (CoRR, 2024)

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation. - Shoutao Guo; Shaolei Zhang; Zhengrui Ma; Yang Feng 004 (AAAI, 2025)

LLaMA-Omni: Seamless Speech Interaction with Large Language Models. - Qingkai Fang; Shoutao Guo; Yan Zhou; Zhengrui Ma; Shaolei Zhang; Yang Feng 004 (ICLR, 2025)

Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space. - Zhengrui Ma; Yang Feng 004; Chenze Shao; Fandong Meng; Jie Zhou 016; Min Zhang 005 (CoRR, 2025)

FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing. - Shoutao Guo; Shaolei Zhang; Qingkai Fang; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2025)