百晓学者学者目录

朱靖波

博士生导师、教授,东北大学

精选作品

期刊论文

2025

端到端语音翻译中辅助数据的使用策略研究

刘晓倩,韩宇晨,朱靖波,许晨,张裕浩,杜扬帆,赫洱锋,马安香,张春良,肖桐

《中文信息学报》

2025

面向多语言机器翻译的人类偏好对齐方法研究

王成龙,罗应峰,穆永誉,杨木润,肖桐,朱靖波

《语言与智能》

2025

Structure design of transparent ceramic armor based on machine learning and particle swarm optimization method

Zheyuan Long, Yang-Wei Wang, Rui An, Jia-Wei Bao, Ping-Luo Zhao, B. Jiang, Jingbo Zhu

International Journal of Applied Ceramic Technology

2025

Design and Evaluation of the Mechanical Performance of Hollow BCC Truss AlSi10Mg Lattice Structures

Wanqi Ma, Yang-Wei Wang, Qingtang Li, B. Jiang, Jingbo Zhu

Metals

2025

High-sensitivity piezoresistive sensors based on functionalized carbon nanotube/TPU composite for human motion detection

Ning-Jing Bai, Xue-Long Chen, Hui-Xin Wang, Caiyan Zhang, Jingbo Zhu, Wei Wang, Chen-Long Kang, You-Mao Tang, Ze-Wen Li, Baozheng Cui, Haijun Niu, Zhe Wang

Polymer

2025

Effect of mixing water on early-stage properties and hydration mechanisms of alkali-activated materials containing slag and desulfurization gypsum

Chunxue Wang, Xiaoyu Zang, Jingbo Zhu, Chao-Feng Hu, Meng Liang, Yingjun Jiang, Hongbo Zhao, Jiaolong Ren

Archives of Civil and Mechanical Engineering

2024

预训练神经机器翻译研究进展分析

曹智泉,穆永誉,肖桐,李北,张春良,朱靖波

《中文信息学报》

2024

面向标记语言的机器翻译方法研究

杜权,曾信,李北,刘辉,李垠桥,肖桐,朱靖波

《中文信息学报》

2024

Bi-LSTM和CRF结合的藏文分词方法研究

格桑加措,阿卜杜热西提·热合曼,尼玛扎西,面加,肖桐,朱靖波

《中央民族大学学报(自然科学版)》

2024

Janus Structured Solar Evaporator with Intrinsic Salt Resistance towards High-Efficient Desalination

Wei Wang, Xue-Long Chen, Ning-Jing Bai, Jingbo Zhu, Caiyan Zhang, Baozheng Cui, Lina Chen, Hui-Xin Wang, Chen-Long Kang, You-Mao Tang, Ze-Wen Li, Dongyu Zhao, Haijun Niu, Zhe Wang

Journal of Inorganic and Organometallic Polymers and Materials

2024

Salt resistant and self‐cleaning CNTs‐SEBS‐MAH composite membrane for seawater desalination

Baozheng Cui, Xue-Long Chen, Lina Chen, Jingbo Zhu, Caiyan Zhang, Ning-Jing Bai, Wei Wang, Hui-Xin Wang, Dongyu Zhao, Ze-Wen Li, Hai-Jun Niu, Zhe Wang

Journal of Applied Polymer Science

2024

Biopolymer Hydrogel-Based Salt-Resistant Evaporator for Solar-Energy-Driven Desalination and Water Purification.

Jingbo Zhu, Xue-Long Chen, Caiyan Zhang, Baozheng Cui, Ning-Jing Bai, Wei Wang, Hui-Xin Wang, Chen-Long Kang, You-Mao Tang, Ze-Wen Li, Haijun Niu, Zhe Wang

Langmuir

2023

神经网络结构搜索前沿综述

杨木润,曹润柘,杜权,李垠桥,肖桐,朱靖波

《中文信息学报》

2023

非自回归神经机器翻译综述

曹航,胡驰,肖桐,王成龙,朱靖波

《中文信息学报》

2023

Polyaniline/manganese nickel oxide/graphene composites as electrode materials for supercapacitors

Yunhan Ma, Yue Fu, Na Wei, Jingbo Zhu, Hai-Jun Niu, Chuan-Li Qin, Xian-Kai Jiang

Journal of Applied Polymer Science

2022

利用图像描述与知识图谱增强表示的视觉问答

王屹超,朱慕华,许晨,张琰,王会珍,朱靖波

《清华大学学报(自然科学版)》

2021

《机器翻译:基础与模型》

肖桐,朱靖波

《中文信息学报》

2020

从粗粒度到细粒度的神经机器翻译系统推断加速方法

张裕浩,许诺,李垠桥,肖桐,朱靖波

《厦门大学学报(自然科学版)》

2019

从文本中构建领域本体技术综述

任飞亮,沈继坤,孙宾宾,朱靖波

《计算机学报》

2019

面向语言模型的神经元连接自动学习方法

姜雨帆,李北,林野,李垠桥,肖桐,朱靖波

《厦门大学学报(自然科学版)》

2019

模板驱动的神经机器翻译

李强,黄辉,周沁,韩雅倩,肖桐,朱靖波

《计算机学报》

2018

深度学习时代下的机器翻译

肖桐,李垠桥,陈麒,朱靖波

《人工智能》

2018

基于数据并行的神经语言模型多卡训练分析

李垠桥,阿敏巴雅尔,肖桐,薄乐,朱靖波,张俐

《中文信息学报》

2018

神经机器翻译中数据泛化与短语生成方法研究

李强,韩雅倩,肖桐,朱靖波

《中文信息学报》

2017

基于Transfer和Triangulation融合的中介语统计机器翻译方法

王强,杜权,肖桐,朱靖波

《中文信息学报》

2017

稀缺资源机器翻译中改进的语料级和短语级中间语言方法研究

李强,王强,肖桐,朱靖波

《计算机学报》

2016

基于树到串模型强化的层次短语机器翻译解码方法

肖桐,朱靖波

《计算机学报》

2016

统计机器翻译中实例短语对研究

李强,李沐,张冬冬,朱靖波

《北京大学学报(自然科学版)》

2015

向上学习方法改进移进-归约中文句法分析

朱慕华,王会珍,朱靖波

《中文信息学报》

2014

统计机器翻译删词问题研究

李强,何燕龙,栾爽,肖桐,朱靖波

《中文信息学报》

2012

面向移进—归约句法分析器的单模型系统整合算法

马骥,朱慕华,肖桐,朱靖波

《中文信息学报》

2011

基于句对质量和覆盖度的统计机器翻译训练语料选取

姚树杰,肖桐,朱靖波

《中文信息学报》

2010

面向统计机器翻译的重对齐方法研究

肖桐,李天宁,陈如山,朱靖波,王会珍

《中文信息学报》

2010

基于领域类别信息C-value的多词串自动抽取

李超,王会珍,朱慕华,张俐,朱靖波

《中文信息学报》

2005

基于领域知识的文本分类

朱靖波,陈文亮

《东北大学学报(自然科学版)》

2004

汉语组块识别

李珩,谭咏梅,朱靖波,姚天顺

《东北大学学报(自然科学版)》

2003

基于FIFA的主题相似性计算模型

朱靖波,陈文亮

《东北大学学报(自然科学版)》

2002

文本内容主题的识别方法

朱靖波,姚天顺

《东北大学学报(自然科学版)》

2000

词义自动消歧概率模型

朱靖波,姚天顺

《东北大学学报(自然科学版)》

1999

一种基于NA假设的训练数据自动构造方法

朱靖波,张玫杰,姚天顺

《东北大学学报(自然科学版)》

1999

基于相似性评估的近似实例求解策略

张玥杰,朱靖波,张跃,姚天顺

《东北大学学报(自然科学版)》

1998

中文信息自动抽取

朱靖波,姚天顺

《东北大学学报(自然科学版)》

1998

汉语信息处理中的语义关系类型分析

邱广君,张俐,王宝库,朱靖波,邱波

《东北大学学报(自然科学版)》

1996

一种规则描述语言NPRDL语言

朱靖波,王宝库,姚天顺

《东北大学学报(自然科学版)》

会议论文

2011

CWMT2011东北大学参评系统NiuTrans介绍(英文)

肖桐,张浩,李强,路琦,朱靖波,任飞亮,王会珍

《机器翻译研究进展——第七届全国机器翻译研讨会论文集》

2011

面向移进-归约句法分析器的单模型系统融合算法

马骥,朱慕华,肖桐,朱靖波

《中国计算语言学研究前沿进展(2009-2011)》

2011

基于反向转录语法的机器翻译混合解码策略

张浩,肖桐,朱靖波

《第十一届全国计算语言学学术会议》

2010

Improving Ordinal Regression Model for Rating Inference through Optimizing Training Sample Selection

王会珍,朱靖波

《第六届全国信息检索学术会议》

2010

基于多阶段的中文人名消歧聚类技术的研究

丁海波,肖桐,朱靖波

《第六届全国信息检索学术会议论文集》

2008

第四届全国机器翻译研讨会(CWMT08)东北大学自然语言处理实验室技术报告

肖桐,陈如山,李天宁,任飞亮,张祝玉,朱靖波,王会珍

《第四届全国机器翻译研讨会》

2008

基于条件随机场的中文命名实体识别特征比较研究

张祝玉,任飞亮,朱靖波

《第四届全国信息检索与内容安全学术会议论文集(上)》

2008

基于三类训练两类判别框架的主客观性句子识别

王克,张春良,高晓兴,朱靖波

《第四届全国学生计算语言学研讨会》

2008

基于Bootstrapping的领域多词串自动获取

郑妍,肖桐,朱靖波

《第四届全国学生计算语言学研讨会》

2008

利用1-m词对齐信息改善统计机器翻译性能

陈如山,肖桐,朱靖波

《第四届全国学生计算语言学研讨会会议论文集》

预印本

2026

APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards

Kaiyan Chang, Chenwei Zhu, Yingfeng Luo, Yifu Huo, Chenglong Wang, Xiaoqian Liu, Qiaozhi He, Tong Xiao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2026

BIASEDTALES-ML: A Multilingual Dataset for Analyzing Narrative Attribute Distributions in LLM-Generated Stories

Yuxuan Ouyang, yingfeng luo, JingBo Zhu, Tong Xiao

arXiv preprint

2026

Learning from Environmental Feedback: Credit Assignment across Multiple Timescales for Agentic Reinforcement Learning

Yifu Huo, Shunjie Xing, Chenglong Wang, Peinan Feng, Qiaozhi He, Yan Ding, Anxiang Ma, Yuxin Gao, Tongran Liu, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

FlowCTS: On-policy Continuous Trajectory Supervision of Flow Models

Kaiyang Ye, Yuan Ge, Junxiang Zhang, Bei Li, Ziming Zhu, Haishu Zhao, Xiaoqian Liu, Chenglong Wang, Jingbo Zhu, Zhengtao Yu, Tong Xiao

arXiv preprint

2026

D$^2$F-ReAG: Dynamic Decomposition and Filtering for Multi-Hop Reasoning-Augmented Generation

Jiaoyang Li, Junhao Ruan, Shengwei Tang, Kaiyan Chang, Zhengtao Yu, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

Complementary Roles of Activation and Parametric Memory in Few-Shot Learning

Miaohe Niu, Runsong Zhao, Xinyu Liu, Bo Jin, Yucheng Qiao, Chunliang Zhang, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling

Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng

arXiv preprint

2026

RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment

Yingfeng Luo, Hongyu Liu, Dingyang Lin, Kaiyan Chang, Chenglong Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

Causal Autoregressive Diffusion Language Model

Junhao Ruan, Bei Li, Yongjing Yin, Pengcheng Huang, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, JingBo Zhu

arXiv preprint

2026

Plan Canvas: Fixed Reasoning Regions for Continuous Language Flows

Miaohe Niu, Pengxiang Li, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

StyleBench: Evaluating Speech Language Models on Conversational Speaking Style Control

Haishu Zhao, Aokai Hao, Yuan Ge, Zhenqiang Hong, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoning

Yongyu Mu, Jiali Zeng, Fandong Meng, JingBo Zhu, Tong Xiao

arXiv preprint

2026

ToFu: A White-Box, Token-Efficient Agent Harness for Researchers

Junhao Ruan, Yuan Ge, Bei Li, Yongjing Yin, Yuchun Fan, Xin Chen, Jingang Wang, Chenglong Wang, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

When Scaling Fails: Mitigating Audio Perception Decay of LALMs via Multi-Step Perception-Aware Reasoning

Ruixiang Mao, Xiangnan Ma, Dan Chen, Ziming Zhu, Yuan Ge, Aokai Hao, Haishu Zhao, Yifu Huo, Qing Yang, Kaiyan Chang, Xiaoqian Liu, Chenglong Wang, Qiaozhi He, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering

Yilin Wang, Yuchun Fan, Jiaoyang Li, Ziming Zhu, Yongyu Mu, Qiaozhi He, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

MemoSight: Unifying Context Compression and Multi Token Prediction for Reasoning Acceleration

Xinyu Liu, Xin Liu, Bo Jin, Runsong Zhao, Pengcheng Huang, Junhao Ruan, Bei Li, Chunyang Xiao, Chenglong Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance

Yuchun Fan, Bei Li, Peiguang Li, Yilin Wang, Yongyu Mu, Jian Yang, Xin Chen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

RRC: Unlocking Generative Reward Models in LLM Reinforcement Learning via Ranking-Based Reward Construction

Chenglong Wang, Ziming Zhu, Yifu Huo, Bei Li, Qiaozhi He, Yan Ding, Xiaoyang Hao, Yuxin Gao, Tianhua Zhou, Xiaojia Chang, Tongran Liu, Jingbo Zhu

arXiv preprint

2026

StateRAG: Typed State Contracts for Complex Retrieval-Augmented Generation

Miaohe Niu, Pengxiang Li, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams

Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

Reading Right, Answering Wrong: How Visual Configuration Changes Affect Evidence Use in VLMs

Dingyang Lin, Yingfeng Luo, Chenglong Wang, Chenwei Zhu, Anxiang Ma, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

Can Terminal Agents Trust Their Own Verification? Diagnosing and Improving Self-Verification

Yingfeng Luo, Shaowei Wei, Daixin Wang, Dingyang Lin, Kaiyan Chang, Weiqiao Shan, Tong Zheng, Zhiqiang Zhang, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

SPRI: SVD-Partitioned Residual Initialization for Data-Constrained MoE Upcycling

Weiqiao Shan, Ruixiang Mao, Yuang Li, Yuhao Zhang, Yingfeng Luo, Tong Zheng, Chen Xu, Yucheng Qiao, Chunxiang Jin, Yi Yuan, Jingdong Chen, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

DirectAudioEdit: Inversion-Free Text-Guided Audio Editing via Diffusion Prediction Contrast

Zhengkun Ge, Xiaoqian Liu, Haoran Zhang, Yuan Ge, Junxiang Zhang, Zhengtao Yu, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

HybridThinker: Efficient Chain-of-Thought Reasoning via Compressed Memory and Transient Thought Steps

Xin Liu, Runsong Zhao, Xinyu Liu, Junhao Ruan, Pengcheng Huang, Shichao Dong, Chunyang Xiao, Chenglong Wang, Changliang Li, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models

Yifu Huo, Chenglong Wang, Ziming Zhu, Shunjie Xing, Peinan Feng, Tongran Liu, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Zhengtao Yu, Tong Xiao

arXiv preprint

2026

MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks

Junhao Ruan, Abudukeyumu Abudula, Bei Li, Yongjing Yin, Xinyu Liu, Kechen Jiao, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, Jingbo Zhu

arXiv preprint

2026

PoC: Performance-oriented Context Compression for Large Language Models via Performance Prediction

Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, Jingbo Zhu, Wenbo Su, Bo Zheng

arXiv preprint

2026

On the Emotion Understanding of Synthesized Speech

Yuan Ge, Haishu Zhao, Aokai Hao, Junxiang Zhang, Bei Li, Xiaoqian Liu, Chenglong Wang, Jianjin Wang, Bingsen Zhou, Bingyu Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao

arXiv preprint

2026

MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning

Chenglong Wang, Yifu Huo, Yang Gan, Qiaozhi He, Qi Meng, Bei Li, Yan Wang, Junfu Liu, Tianhua Zhou, Jingbo Zhu, Tong Xiao

arXiv preprint

2026

Teacher-Guided Policy Optimization for On-Policy Reasoning Distillation under Large Policy Divergence

Xinyu Liu, Kechen Jiao, Chunyang Xiao, Runsong Zhao, Junhao Ruan, Bei Li, Jiahao Liu, Qifan Wang, Xin Chen, Jingang Wang, Chenglong Wang, Tong Xiao, JingBo Zhu

arXiv preprint

2026

Better Decomposition, Free Aggregation: A Synthesizer-Folding Framework for Multilingual Multi-Hop Question Answering

Yilin Wang, Yuchun Fan, Weidong Bao, Zili Wei, Shi Feng, Tong Xiao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction

Jianjin Wang, Runsong Zhao, Xiaoqian Liu, Yuan Ge, Ziqiang Xu, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

Optimizing Speech Multi-View Feature Fusion through Conditional Computation

Weiqiao Shan, Yuhao Zhang, Yuchen Han, Bei Li, Xiaofeng Zhao, Yuang Li, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment

Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu

arXiv preprint

2025

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models

Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study

Yongyu Mu, Jiali Zeng, Bei Li, Xinyan Guan, Fandong Meng, Jie Zhou, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models

Chenglong Wang, Yifu Huo, Yang Gan, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Anxiang Ma, Zhengtao Yu, Jingbo Zhu, Tong Xiao

arXiv preprint

2025

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method

Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Xiao Tong, Jingbo Zhu

arXiv preprint

2025

Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models

Kaiyan Chang, Yonghao Shi, Chenglong Wang, Hang Zhou, Chi Hu, Xiaoqian Liu, Yingfeng Luo, Yuan Ge, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement

Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, JingBo Zhu

arXiv preprint

2025

Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders

Weiqiao Shan, Yuang Li, Yuhao Zhang, Yingfeng Luo, Chen Xu, Xiaofeng Zhao, Long Meng, Yunfei Lu, Min Zhang, Hao Yang, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

LaTeXTrans: Structured LaTeX Translation with Multi-Agent Coordination

Ziming Zhu, Chenglong Wang, Haosong Xv, Shunjie Xing, Yifu Huo, Fengning Tian, Quan Du, Di Yang, Chunliang Zhang, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

GRAM-R$^2$: Self-Training Generative Foundation Reward Models for Reward Reasoning

Chenglong Wang, Yongyu Mu, Hang Zhou, Yifu Huo, Ziming Zhu, Jiali Zeng, Murun Yang, Bei Li, Xiaoyang Hao, Chunliang Zhang, Fandong Meng, Jingbo Zhu, Tong Xiao

arXiv preprint

2025

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation

Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang, Yongqi Gao, Ziqiang Xu, Peinan Feng, Xiaoqian Liu, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

One Size Does Not Fit All: Distribution-Guided Tensor-Wise Adaptive Sparsification for Model Merging

Yingfeng Luo, Dingyang Lin, Junxin Wang, Kaiyan Chang, Ziqiang Xu, Weiqiao Shan, Yinqiao Li, Tong Zheng, Bei Li, Anxiang Ma, Tong Xiao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models

Yongyu Mu, Hengyu Li, Junxin Wang, Xiaoxuan Zhou, Chenglong Wang, Yingfeng Luo, Qiaozhi He, Tong Xiao, Guocheng Chen, Jingbo Zhu

arXiv preprint

2025

SUBQRAG: Sub-Question Driven Dynamic Graph RAG

Jiaoyang Li, Junhao Ruan, Shengwei Tang, Saihan Chen, Kaiyan Chang, Yuan Ge, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

FLEXI: Benchmarking Full-duplex Human-LLM Speech Interaction

Yuan Ge, Saihan Chen, Jingqi Xiao, Xiaoqian Liu, Tong Xiao, Yan Xiang, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors

Xin Liu, Runsong Zhao, Pengcheng Huang, Xinyu Liu, Junyi Xiao, Chunyang Xiao, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

Foundations of Large Language Models

Tong Xiao, Jingbo Zhu

arXiv preprint

2025

MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization

Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao

arXiv preprint

2025

Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation

Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2025

Attention2Probability: Attention-Driven Terminology Probability Estimation for Robust Speech-to-Text System

Yanfan Du, Jun Zhang, Bin Wang, Jin Qiu, Lu Huang, Yuan Ge, Xiaoqian Liu, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

GRAM: A Generative Foundation Reward Model for Reward Generalization

Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu

arXiv preprint

2025

NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs

Yingfeng Luo, Ziqiang Xu, Yuxuan Ouyang, Murun Yang, Dingyang Lin, Kaiyan Chang, Tong Zheng, Bei Li, Peinan Feng, Quan Du, Tong Xiao, Jingbo Zhu

arXiv preprint

2025

M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR

Ruixiang Mao, Xiangnan Ma, Qing Yang, Ziming Zhu, Yucheng Qiao, Yuan Ge, Tong Xiao, Shengxiang Gao, Zhengtao Yu, Jingbo Zhu

arXiv preprint

2024

Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models

Xinyu Liu, Runsong Zhao, Pengcheng Huang, Chunyang Xiao, Bei Li, Jingang Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

Weiqiao Shan, Long Meng, Tong Zheng, Yingfeng Luo, Bei Li, junxin Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Recent Advances in End-to-End Simultaneous Speech Translation

Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Prior Constraints-based Reward Model Training for Aligning Large Language Models

Hang Zhou, Chenglong Wang, Yimin Hu, Tong Xiao, Chunliang Zhang, Jingbo Zhu

arXiv preprint

2024

Revealing the Parallel Multilingual Learning within Large Language Models

Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, Jingbo Zhu

arXiv preprint

2024

Hybrid Alignment Training for Large Language Models

Chenglong Wang, Hang Zhou, Kaiyan Chang, Bei Li, Yongyu Mu, Tong Xiao, Tongran Liu, Jingbo Zhu

arXiv preprint

2024

Efficient Prompting Methods for Large Language Models: A Survey

Kaiyan Chang, Songcheng Xu, Chenglong Wang, Yingfeng Luo, Xiaoqian Liu, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Hongxia Ma, Li Zhang, Boxing Chen, Hao Yang, Bei Li, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Teaching Language Models to Self-Improve by Learning from Language Feedback

Chi Hu, Yimin Hu, Hang Cao, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Revisiting Interpolation Augmentation for Speech-to-Text Generation

Chen Xu, Jie Wang, Xiaoqian Liu, Qianqian Dong, Chunliang Zhang, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang

arXiv preprint

2024

A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation

Xiaoqian Liu, Yangfan Du, Jianjin Wang, Yuan Ge, Chen Xu, Tong Xiao, Guocheng Chen, Jingbo Zhu

arXiv preprint

2024

RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners

Chi Hu, Yuan Ge, Xiangnan Ma, Hang Cao, Qiang Li, Yonghua Yang, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data

Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Quan Du, Di Yang, Jingbo Zhu

arXiv preprint

2024

Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning

Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan, Tong Xiao, Jingbo Zhu, Jingang Wang, Xunliang Cai

arXiv preprint

2024

Cross-layer Attention Sharing for Pre-trained Large Language Models

Yongyu Mu, Yuzhang Wu, Yuchun Fan, Chenglong Wang, Hengyu Li, Jiali Zeng, Qiaozhi He, Murun Yang, Fandong Meng, Jie Zhou, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models

Runsong Zhao, Xin Liu, Xinyu Liu, Pengcheng Huang, Chunyang Xiao, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

Translate-and-Revise: Boosting Large Language Models for Constrained Translation

Pengcheng Huang, Yongyu Mu, Yuzhang Wu, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

NDP: Next Distribution Prediction as a More Broad Target

Junhao Ruan, Abudukeyumu Abudula, Xinyu Liu, Bei Li, Yinqiao Li, Chenglong Wang, Yuchun Fan, Yuan Ge, Tong Xiao, Jingbo Zhu

arXiv preprint

2024

LRHP: Learning Representations for Human Preferences via Preference Pairs

Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu

arXiv preprint

2023

Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection

Chenglong Wang, Yi Lu, Yongyu Mu, Yimin Hu, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation

Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Bridging the Granularity Gap for Acoustic Modeling

Chen Xu, Yuhao Zhang, Chengbo Jiao, Xiaoqian Liu, Chi Hu, Xin Zeng, Tong Xiao, Anxiang Ma, Huizhen Wang, JingBo Zhu

arXiv preprint

2023

Augmenting Large Language Model Translators via Translation Memories

Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao, Yuchun Fan, Bei Li, Yinqiao Li, Tong Xiao, Chunliang Zhang, Jingbo Zhu

arXiv preprint

2023

Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations

Xinyu Liu, Yan Ding, Kaikai An, Chunyang Xiao, Pranava Madhyastha, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Modality Adaption or Regularization? A Case Study on End-to-End Speech Translation

Yuchen Han, Chen Xu, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Bridging the Gaps of Both Modality and Language: Synchronous Bilingual CTC for Speech Translation and Speech Recognition

Chen Xu, Xiaoqian Liu, Erfeng He, Yuhao Zhang, Qianqian Dong, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang

arXiv preprint

2023

Soft Alignment of Modality Space for End-to-end Speech Translation

Yuhao Zhang, Kaiqi Kou, Bei Li, Chen Xu, Chunliang Zhang, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Introduction to Transformers: an NLP Perspective

Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs

Yuxin Zuo, Bei Li, Chuanhao Lv, Tong Zheng, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Rethinking and Improving Multi-task Learning for End-to-end Speech Translation

Yuhao Zhang, Chen Xu, Bei Li, Hao Chen, Tong Xiao, Chunliang Zhang, Jingbo Zhu

arXiv preprint

2023

Understanding Parameter Sharing in Transformers

Ye Lin, Mingxuan Wang, Zhexi Zhang, Xiaohui Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

PartialFormer: Modeling Part Instead of Whole for Machine Translation

Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

CTC-based Non-autoregressive Speech Translation

Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang, Murun Yang, Qianqian Dong, Tom Ko, Mingxuan Wang, Tong Xiao, Anxiang Ma, Jingbo Zhu

arXiv preprint

2023

Learning Evaluation Models from Large Language Models for Sequence Generation

Chenglong Wang, Hang Zhou, Kaiyan Chang, Tongran Liu, Chunliang Zhang, Quan Du, Tong Xiao, Yue Zhang, Jingbo Zhu

arXiv preprint

2023

Prompting Neural Machine Translation with Translation Memories

Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Deliberate then Generate: Enhanced Prompting Framework for Text Generation

Bei Li, Rui Wang, Junliang Guo, Kaitao Song, Xu Tan, Hany Hassan, Arul Menezes, Tong Xiao, Jiang Bian, JingBo Zhu

arXiv preprint

2023

Multi-Path Transformer is Better: A Case Study on Neural Machine Translation

Ye Lin, Shuhan Zhou, Yanyang Li, Anxiang Ma, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

TranSFormer: Slow-Fast Transformer for Machine Translation

Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

Recent Advances in Direct Speech-to-text Translation

Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2023

MobileNMT: Enabling Translation in 15MB and 30ms

Ye Lin, Xiaohui Wang, Zhexi Zhang, Mingxuan Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2022

On Vision Features in Multimodal Machine Translation

Bei Li, Chuanhao Lv, Zefan Zhou, Tao Zhou, Tong Xiao, Anxiang Ma, JingBo Zhu

arXiv preprint

2022

Learning Multiscale Transformer Models for Sequence Generation

Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu

arXiv preprint

2022

Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data

Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu

arXiv preprint

2022

EIT: Enhanced Interactive Transformer

Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

An Efficient Transformer Decoder with Compressed Sub-layers

Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

The NiuTrans End-to-End Speech Translation System for IWSLT 2021 Offline Task

Chen Xu, Xiaoqian Liu, Xiaowen Liu, Laohu Wang, Canan Huang, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

The NiuTrans System for WNGT 2020 Efficiency Task

Chi Hu, Bei Li, Ye Lin, Yinqiao Li, Yanyang Li, Chenglong Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

The NiuTrans Machine Translation Systems for WMT21

Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

RankNAS: Efficient Neural Architecture Search by Pairwise Ranking

Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li

arXiv preprint

2021

ODE Transformer: An Ordinary Differential Equation-Inspired Model for Neural Machine Translation

Bei Li, Quan Du, Tao Zhou, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders

Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, shen huang, Qi Ju, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

Bag of Tricks for Optimizing Transformer Efficiency

Ye Lin, Yanyang Li, Tong Xiao, Jingbo Zhu

arXiv preprint

2021

The NiuTrans System for the WMT21 Efficiency Task

Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu, Minyi Hu, Hang Cao, Bei Li, Ye Lin, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Weight Distillation: Transferring the Knowledge in Neural Network Parameters

Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Dynamic Curriculum Learning for Low-Resource Neural Machine Translation

Chen Xu, Bojie Hu, Yufan Jiang, Kai Feng, Zeyang Wang, Shen Huang, Qi Ju, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Neural Machine Translation with Joint Representation

Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu

arXiv preprint

2020

Towards Fully 8-bit Integer Inference for the Transformer Model

Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu

arXiv preprint

2020

Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation

Qiang Wang, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Shallow-to-Deep Training for Neural Machine Translation

Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu

arXiv preprint

2020

Layer-Wise Multi-View Learning for Neural Machine Translation

Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

arXiv preprint

2020

Learning Architectures from an Extended Search Space for Language Modeling

Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

arXiv preprint

2020

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction

Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu

arXiv preprint

2020

Multi-layer Representation Fusion for Neural Machine Translation

Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu

arXiv preprint

2020

Learning Light-Weight Translation Models from Deep Transformer

Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu

arXiv preprint

2019

Learning Deep Transformer Models for Machine Translation

Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao

arXiv preprint

2019

Sharing Attention Weights for Fast Transformer

Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu

arXiv preprint

2019

Shared-Private Bilingual Word Embeddings for Neural Machine Translation

Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu

arXiv preprint

2017

Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation

Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu

arXiv preprint

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