Longyue Wang

Senior Algorithm Expert @ Alibaba International

Longyue is currently the Lead of Multilingual LLM Group, AI Business, Alibaba International Digital Commerce. Prior joining Alibaba, he served as a senior research fellow at Tencent AI Lab & Robotics X. He received Ph.D degree at Dublin City University in 2018, under the supervision of Prof. Qun Liu and Prof. Andy Way. Dr. Wang achieved the Best Thesis Award by the European Association for Machine Translation (EAMT).

Longyue has studied and practiced in a broad field of Artificial Intelligence including Large Language Model, Multimodal, Language Agent, Natural Language Processing, Machine Translation and AI for Science. He has published 80 papers in leading journals and conferences such as Nature Communications, IEEE TPAMI, ICML, NeurIPS and ACL. Besides, he was nominated for the Best Paper Award at ACMMM2024. He has filed for 60 U.S. and China patents. In academic competitions, he has secured 11 championships and 9 runner-up positions.

Dr. Wang served as Area Chair of ACL and Senior Area Chair of AACL. He is IEEE Senior Member, Committee Member of Chinese Information Processing Society of China (Youth Working & Machine Translation).

Research Interests

Currently, I mainly focus on AI Agent, Large Language Model, Speech Technology and Machine Translation. For inquiries regarding internships, recruitment and collaboration, please contact me at vincentwang0229 [AT] gmail [DOT] com.

News

  • 2025/09: 🎉 NeurIPS2025
  • 2025/08: Team Winner 🏆 WMT2025x5
  • 2025/08: Paper Accept 🎉 EMNLP2025x2
  • 2025/07: Collective Honor 🏆 WAIC2025 SAIL Star (Super AI Leader Award)
  • 2025/07: Paper Accept 🎉 SIGGRAPHAsia2025
  • 2025/07: Paper Accept 🎉 ACMMM2025
  • 2025/02: Paper Accept 🎉 TACL/ACL2025x10
  • 2025/01: Paper Accept 🎉 NAACL2025

R&D Experience

Work

Project

Teaching

  • 2018/02-2018/06 Teaching Assistant at DCU Statistical Machine Translation (CA4012)
  • 2017/01-2017/06 Teaching Assistantat DCU Introduction to Programming (CA146)
  • [Full List]

Representative Topics & Publications

Please go to [Google Scholar] to see the full publication list (*  is co-first and † is corresponding author).

Language Agent

ComfyUI-R1: Exploring Reasoning Models for Workflow Generation

Zhenran Xu, Yiyu Wang, Xue Yang, Longyue Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang
Arxiv 2025 [pdf] [github]
GitHub Repo stars

(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts

Minghao Wu, Yulin Yuan, Gholamreza Haffari, Longyue Wang†
TACL 2025 [pdf] [demo] [media]
GitHub Repo stars

Large Language Model & Multimodal

Marco-Voice Technical Report

Fengping Tian, Chenyang Lyu, Xuanfan Ni, Haoqin Sun, Qingjuan Li, Zhiqiang Qian, Haijun Li, Longyue Wang, Zhao Xu, Weihua Luo, Kaifu Zhang
Arxiv 2025 [pdf] [data] [code]
GitHub Repo stars

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Yu Zhao, Huifeng Yin, Bo Zeng, Hao Wang, Tianqi Shi, Chenyang Lyu, Longyue Wang†, Weihua Luo, Kaifu Zhang
Arxiv 2024 [pdf] [demo] [media]
GitHub Repo stars

Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts

Yunxin Li, Shenyuan Jiang, Baotian Hu, Longyue Wang†, Wanqi Zhong, Wenhan Luo, Lin Ma, Min Zhang
IEEE TPAMI 2024 [pdf] [code/model] [video] [media]
GitHub Repo stars

Document-Level Machine Translation with Large Language Models

Longyue Wang*, Chenyang Lyu*, Tianbo Ji*, Zhirui Zhang*, Dian Yu, Shuming Shi, Zhaopeng Tu
EMNLP 2023 [pdf] [code]
GitHub Repo stars

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

Chenyang Lyu, Minghao Wu, Longyue Wang†, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu
Arxiv 2023 [pdf] [code] [video] [media]
GitHub Repo stars

Natural Language Processing & Machine Translation & Deep Learning

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models

Jianhui Pang, Fanghua Ye, Longyue Wang†, Dian Yu, Derek F Wong, Shuming Shi, Zhaopeng Tu
TACL 2024 [pdf] [code] [media]

Exploiting Cross-Sentence Context for Neural Machine Translation

Longyue Wang, Zhaopeng Tu, Andy Way, Qun Liu
EMNLP 2017 [pdf] [code] [slides] [video]

Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning

Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu
ICLR 2021 [pdf] [code] [video]

Convolutional Self-Attention Networks

Baosong Yang, Longyue Wang, Derek Wong, Lidia S. Chao, and Zhaopeng Tu
NAACL 2019 [pdf] [code]

AI for Science & Computational Linguistics

Interformer: An Interaction-Aware Model for Protein-Ligand Docking and Affinity Prediction

Houtim Lai†, Longyue Wang†, Ruiyuan Qian, Junhong Huang, Peng Zhou, Geyan Ye, Fandi Wu, Fang Wu, Xiangxiang Zeng & Wei Liu
Nature Communications 2024 [pdf] [code]
GitHub Repo stars

Translating Pro-Drop Languages with Reconstruction Models

Longyue Wang*, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu
AAAI 2018 [pdf] [poster] [media]

Awards & Campaign

Honors and Awards

  • 2025/08 WAIC2025 SAIL Star (World Artificial Intelligence Conference 2025 Super AI Leader Award), Collective Honor
  • 2024/10 ACM MM2024 Best Paper Nomination
  • 2023/02 IEEE Senior Member
  • 2022/12 2022 Industrial Development and Innovation Talent Award
  • 2022/07 NAACL2022 Outstanding Action Editior
  • 2021/12 2021 Industrial Development and Innovation Talent Award
  • 2021/06 Tencent Outstanding Contributor × 2
  • 2019/06 2018 EAMT Best Thesis Award (1 person/year)
  • 2018/10 Dublin City University Research Day Winner
  • 2017/07 Chinese Government Award for Outstanding Students Abroad (nominated)
  • 2016/04 Dublin City University Award for Engagement with Business/Industry
  • 2016/04 NAACL 2016 Student Travel Awards
  • 2015/06 Dublin City University Studentship
  • 2014/10 Excellent Graduate Student of University of Macau
  • 2014/05 ACL 2014 Student Travel Awards
  • 2013/09 Enterprise Ireland Commercialisation Fund Award
  • 2011/09 University of Macau Graduate Assistantship
  • 2011/09 University of Macau Student Fellowship
  • 2011/06 Excellent Graduate Student of Shandong University of Science and Technology
  • 2011/05 Excellent Graduate Student of Shandong Province
  • 2007/12-2010/05 Outstanding Undergraduate Scholarship (First Prize × 3, Second Prize × 2)

Academic Competitions

Year Name Result
2025 WMT: General Translation Task  (En-Zh, En-Ja, Ja-Zh, En-Uk, En-Bho) 1st Rank
2025 WMT: General Translation Task  (En-Et) 2nd Rank
2025 WMT: General Translation Task  (En-Ko, En-Ru, En-Ar, Cs-De) 3rd Rank
2025 IWSLT: Speech Translation  (En-Zh, Est-En) 1st Rank
2021 IWSLT: Speech Translation  (En-De, Gle-Eg) 2nd Rank
2020 WMT: Chat Translation Task (De-En) 2nd Rank
2020 WMT: News Translation Task (Zh-En, En-Zh) 2nd Rank
2020 WMT: Biomedical Translation Task (En-De) 1st Rank
2020 WMT: Biomedical Translation Task (De-En) 2nd Rank
2017 AI Challenger: English-Chinese Machine Translation (Bi-weekly Interim) 2nd Rank
2015 CoNLL : Shallow Discourse Parsing 11st Rank
2014 CoNLL : Grammatical Error Correction 5th Rank
2014 WMT : Medical Translation Task (En-De, Cz-En, Fr-En) 1st Rank
2014 WMT : Medical Translation Task (De-En, En-Cz, En-Fr) 2nd Rank
2013 CoNLL : Grammatical Error Correction 3rd Rank
2012 CLP Bake-off: Micro-blog Word Segmentation 4th Rank
2012 CLP Bake-off: Chinese Name Disambiguation 6th Rank
2011 National Post-Graduate Mathematic Contest in Modeling 2nd Prize
2010 US Mathematical Contest in Modeling SP

Resources

Corpora

Systems & Projects

Others

Professional Services

Journal
  • Action Editor Transactions of Association for Computational Linguistics
  • Standing Reviewer Computational Linguistics
  • Standing Reviewer Machine Translation
Conference
  • Senior Area Chair AACL2023
  • Area Chair ACL2021, ACL2020, EACL2023, ACL Rolling Review
  • Senior PC Member IJCAI2021, AAAI2021
  • PC Member EAMT Best Thesis Award
Organization
  • Chinese Information Processing Society of China (Youth Working, YSSNLP)  Committee Member
  • Chinese Information Processing Society of China (Machine Translation)  Committee Member
  • Institute of Electrical and Electronics Engineers (IEEE) Senior Member

Natural/Programming Languages

  • English: IELTS 6.5 (Writing 7.0)
  • Mandarin/Cantonese Chinese
  • Python & Shell, Java & C++

Events

Social Experiences

  • 2010/08-2011/09 Deputy, 25th National Congress of the All-China Students’ Federation, Beijing
  • 2010/07-2010/09 Intern, Labor and Social Security Bureau, Tsingtao, China
  • 2009/05-2011/05 University Leader, Google Caring for China, Tsingtao, China
  • 2009/04-2010/05 President of Student Union of Shandong University Science and Technology
  • 2008/07-2008/09 Volunteer, Beijing 2008 Olympic Games
  • 2007/08-2007/10 Volunteer, Research Center for Contemporary China

Interns

For inquiries about internships, please send your resume to vincentwang0229 AT gmail.com.

Team Interns (2025)

Jifang Wang (M.Sc., Harbin Institute of Technology Shenzhen), Zhaoyuan Pan (M.Sc., University of Science and Technology of China), Liang Zhang (Ph.D., Xiamen University), Lingsen Liu (M.Sc., Peking University), Pengcheng Wang (B.Sc., Zhejiang University), Hang Zhu (M.Sc., Zhejiang University), Peiqin Lin (Ph.D., Technical University of Munich), Wencheng Cai (M.Sc., University of Chinese Academy of Sciences), Yiqian Yang (M.Sc., The Hong Kong University of Science and Technology Guangzhou), Gong Ming (B.Sc., Columbia University), Zhiwen Ruan (Ph.D., Southern University of Science and Technology), Xintong Wang (Ph.D., University of Hamburg), Xinwei Wu (Ph.D., Tianjin University), Yichen Dong (M.Sc., Soochow University), Fei Yang (M.Sc.,Shanghai Jiao Tong University), Haoqin Sun (Ph.D., Nankai University), Shenhao Fang (M.Sc., Zhejiang University), Renyi Yang (M.Sc., Delft University of Technology), Yupei Li (Ph.D., Imperial College London), Peng Bai (Ph.D., Xiamen University), Zhiwen Ruan (Ph.D., Southern University of Science and Technology), Hao Zhang (M.Sc., Zhejiang University), Chenyu Zhu (M.Sc., Zhejiang University), Junchao Wu (Ph.D., University of Macau), Zhenran Xu (Ph.D., Harbin Institute of Technology, Shenzhen), Enzhou He (M.Sc., Fudan University)

Early Interns

  • 2023/06 ~ 2024/08 Zhenran Xu, Ph.D. Student Harbin Institute of Technology
  • 2023/04 ~ 2024/08 Yunxin Li, Ph.D. Student Harbin Institute of Technology
  • 2023/04 ~ 2024/08 Zhongwei Wan, Ph.D. Student The Ohio State University
  • 2023/08 ~ 2024/05 Fanghua Ye, Ph.D. Student University College London
  • 2023/08 ~ 2024/06 Jianhui Pang, Ph.D. Student University of Macau
  • 2023/10 ~ 2024/05 Zhen Zhao, Ph.D. Student The University of Sydney (now Research Fellow, Shanghai AI Laboratory)
  • 2023/07 ~ 2024/05 Zhanyu Wang, Ph.D. Student The University of Sydney (now Algorithm Engineer, TikTok Sydney)
  • 2023/08 ~ 2023/10 Minghao Wu, Ph.D. Student Monash University
  • 2023/04 ~ 2023/08 Chenyang Lyu, Ph.D. Student Dublin City University (now PostDoc., Mohamed bin Zayed University of Artificial Intelligence)
  • 2022/03 ~ 2023/08 Zefeng Du, M.Sc. Student University of Macau
  • 2022/07 ~ 2023/08 Bingshuai Liu, M.Sc. Student Xiamen University (now Ph.D., Xiamen University)
  • 2021/05 ~ 2023/04 Zhihao Wang, Ph.D. Student Xiamen University
  • 2021/10 ~ 2022/07 Donghuai Liu, M.Sc. Student Xiamen University (now government)
  • 2021/08 ~ 2022/07 Kangjie Zheng, Ph.D. Student Peking University
  • 2021/02 ~ 2021/12 Mingzhou Xu, Ph.D. Student University of Macau (now Hithink RoyalFlush)
  • 2020/09 ~ 2021/09 Hongye Liu, B.A. Student Beijing Institute of Technology (M.Sc., Imperial College London, now Ph.D. Duke University
  • 2020/02 ~ 2020/06 Li Ding, M.Sc. Student Hong Kong Polytechnic University (now Research Fellow, OPPO Academy)
  • 2019/12 ~ 2021/07 Liang Ding, Ph.D. Student The University of Sydney (now TET Research Fellow, JD Explore Academy)
  • 2019/12 ~ 2021/02 Xuebo Liu, Ph.D. Student University of Macau (now Assistant Professor, Harbin Institute of Technology Shenzhen)
  • 2019/03 ~ 2020/02 Yilin Yang, Ph.D. Student Oregon State University (now Senior AI Researcher, FAIR / Meta AI)
  • 2019/03 ~ 2020/02 Xinwei Geng, Ph.D. Student Harbin Institute of Technology
  • 2019/02 ~ 2020/02 Yong Wang, Ph.D. Student University of Hong Kong (now Senior Research Fellow, Lightspeed & Quantum Studios, Tencent)
  • 2018/12 ~ 2019/12 Bo He (co-supervise), M.Sc. Student Nanjing University of Aeronautics and Astronautics (now Engineer, Pingduoduo)
  • 2018/08 ~ 2019/02 Baosong Yang (co-supervise), Ph.D. Student University of Macau (now Senior Algorithm Expert, Alibaba Tongyi Lab)

Connect with Longyue

Contact
Infomation
Email: vincentwang0229 [AT] gmail [DOT] com
Tel: +86 755 86013388 - 57508
Address: Alibaba Office in Hanzhou/Shenzhen/Beijing, China & Worldwide