Jinyi Zhang

Associate Professor
School of Information Science and Engineering
Shenyang Ligong University

zhang-jinyi (as you know) outlook.com
zhangjinyi (as you know) sylu.edu.cn

Introduction [ORCID]

I am an Associate Professor and Master's Supervisor at the School of Information Science and Engineering, Shenyang Ligong University. I holds a Ph.D. in Engineering from Gifu University, Japan. I has received funding from the China Scholarship Council for doctoral and postdoctoral studies, as well as support from Japan's Ministry of Education, Culture, Sports, Science and Technology (MEXT) and the Gifu International Exchange Center. Currently, I am a Special Researcher at Gifu University.

I serves as a program committee member for top AI conferences such as AAAI and ICLR and reviews for prestigious conferences and journals like NeurIPS, EMNLP, ICML, ACL, NAACL, IEEE Transactions XX, and IEEE Access. I am also an editor for MDPI, a member of the Youth Work Committee of the Chinese Information Society, a regular member of the Japan Association for Language Processing, and a member of IEEE.

My research is centered around Artificial Intelligence, with a particular emphasis on Natural Language Processing and Large Language Models, especially in the domain of Machine Translation. I possess rich research experience and practical skills in this area.


Natural Language Processing Lab (NLP Lab)

欢迎加入实验室。 a photo

Full Publication

2025

PhraseBT: A Phrase-Level Back-Translation Data Augmentation Method for Neural Machine Translation
    Jinyi Zhang, Haowei Li, Dashuai Deng, Yanshu Wang, and Tadahiro Matsumoto
    Neurocomputing (accepted), 2025
LLM-based Intelligent Q&A System for Railway Locomotive Maintenance Standardization
    Ao Chen, Ye Tian, Jinyi Zhang, Chen Li and Huiyuan Zhang
    Scientific Reports (accepted), 2025

2024

Recent Advances in Interactive Machine Translation With Large Language Models
    Yanshu Wang, Jinyi Zhang, Tianrong Shi, Dashuai Deng, Ye Tian, and Tadahiro Matsumoto
    IEEE Access, 2024
Neural Machine Translation for Low-Resource Languages from a Chinese-centric Perspective: A Survey
    Jinyi Zhang, Ke Su, Haowei Li, Jiannan Mao, Ye Tian, Feng Wen, Chong Guo, and Tadahiro Matsumoto
    ACM Transactions on Asian and Low-Resource Language Information Processing, 2024
テキストレベルの手話-日本語機械翻訳へのLLM利用の試み
    伊藤拓,井村有吾,張津一,松本忠博
    令和6年度 電気・電子・情報関係学会東海支部連合大会講演論文集 G6-4, 2024.
A Chinese-Japanese Parallel Corpus for Neural Machine Translation Based on Web-Crawled Data from NetEase Cloud Music
    Haowei Li, Jinyi Zhang, Ye Tian, Tadahiro Matsumoto
    2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC), pp.980-984, IEEE (Guangzhou, China) September 20-22, 2024.
A Chinese-Japanese Parallel Corpus for Neural Machine Translation Based on Web-Crawled News Data
    Zhonghui Gao, Jinyi Zhang, Ye Tian, Tadahiro Matsumoto
    2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC), pp. 594-597, IEEE (Guangzhou, China), September 20-22, 2024.
MSACN: A Cloud Extraction Method from Satellite Image Using Multiscale Soft Attention Convolutional Neural Network
    Lin Gao, Chenxi Gai, Sijun Lu, and Jinyi Zhang
    Applied Sciences, 2024
Recognition of 3D Images by Fusing Fractional-Order Chebyshev Moments and Deep Neural Networks
    Lin Gao, Xuyang Zhang, Mingrui Zhao, and Jinyi Zhang
    Sensors, 2024
WCC-EC 2.0: Enhancing Neural Machine Translation with a 1.6M+ Web-Crawled English-Chinese Parallel Corpus
    Jinyi Zhang, Ke Su, Ye Tian, and Tadahiro Matsumoto
    Electronics, 2024
Bandwidth abstraction and service rate instantiation for latency-bounded reliability provisioning in 5th generation wireless networks
    Wei Liu, Baozhu Yu, Xiangyu Liu, Xuefen Chi, and Jinyi Zhang
    Computer Communications, 2024
ニューラル機械翻訳のための日中対訳コーパスの拡充
    Jinyi Zhang,Haowei Li, Zhonghui Gao, Jiannan Mao, Ye Tian, Tadahiro Matsumoto, Tong Xiao
    言語処理学会第30回年次大会, 2024

2023

An Enhanced Method for Neural Machine Translation via Data Augmentation Based on the Self-Constructed English-Chinese Corpus, WCC-EC
    Jinyi Zhang, Cong Guo, Jiannan Mao, Chong Guo, and Tadahiro Matsumoto
    IEEE Access, 2023
Line Segment Detection Based on False Peak Suppression and Local Hough Transform and Application to Nuclear Emulsion
    Ye Tian, Mei Han, and Jinyi Zhang
    IEICE Transactions on Information and Systems, 2023
WCC-JC 2.0: A Web-Crawled and Manually Aligned Parallel Corpus for Japanese-Chinese Neural Machine Translation
    Jinyi Zhang, Ye Tian, Jiannan Mao, Mei Han, Feng Wen, Cong Guo, Zhonghui Gao, and Tadahiro Matsumoto
    Electronics, 2023

2022

WCC-JC: A Web-Crawled Corpus for Japanese–Chinese Neural Machine Translation
    Jinyi Zhang,Ye Tian, Jiannan Mao, Mei Han,and Tadahiro Matsumoto
    Applied Sciences, 2022
ニューラル機械翻訳のための日中対訳コーパスの構築
    Jinyi Zhang,Tadahiro Matsumoto
    言語処理学会第28回年次大会, 2022

2019

Character Decomposition for Japanese-Chinese Character-Level Neural Machine Translation
    Jinyi Zhang,Tadahiro Matsumoto
    2019 International Conference on Asian Language Processing (IALP), 2019
Corpus Augmentation for Neural Machine Translation with Chinese-Japanese Parallel Corpora
    Jinyi Zhang,Tadahiro Matsumoto
    Applied Sciences, 2019
ニューラル機械翻訳における長文分割によるコーパスの拡張
    Jinyi Zhang,Tadahiro Matsumoto
    言語処理学会第25回年次大会, 2019
文字レベルの日中・中日ニューラル機械翻訳における文字分解による低頻度文字の削減
    Jinyi Zhang,Tadahiro Matsumoto
    言語処理学会第25回年次大会, 2019

2018

文字レベルの日中ニューラル機械翻訳における付加的特徴情報の検討
    Jinyi Zhang,Tadahiro Matsumoto
    言語処理学会第24回年次大会, 2018

2017

Improving character-level Japanese-Chinese neural machine translation with radicals as an additional input feature
    Jinyi Zhang,Tadahiro Matsumoto
    2017 International Conference on Asian Language Processing (IALP), 2017
Japanese-chinese machine translation for the Japanese case particle "de"
    Jinyi Zhang,Tadahiro Matsumoto
    2017 International Conference on Asian Language Processing (IALP), 2017

2016

日中機械翻訳システムjaw/Chinese における助詞「で」の翻訳処理
    Jinyi Zhang,Tadahiro Matsumoto
    言語処理学会第22回大会, 2016

Teaching

Lecture

自然语言处理S, 2023-
人工智能基础, 2021-
数字图像处理, 2021-