Yuxian Meng

Researcher, JQ Investments

Joined

December 2017

Names

Yuxian Meng

Emails

****@pku.edu.cn (Confirmed)

****@shannonai.com (Confirmed)

Personal Links

Career & Education History

Researcher

JQ Investments (gmail.com)

2022 – Present

Researcher

Shannon.AI (shannon.ai)

2018 – 2022

Undergrad student

Peking University (pku.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

Coauthor

Jiwei Li

2018 – 2021

Expertise

Time Series Forecasting

2022 – Present

Natural Language Processing

2018 – Present

Publications

GNN-LM: Language Modeling Based on Global Contexts via GNN
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
- Published: 28 Apr 2022, Last Modified: 12 Oct 2025
- DLG4NLP 2022 Poster
- Readers: Everyone
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
- 2022 (modified: 16 Nov 2022)
- ICLR 2022
- Readers: Everyone
Paraphrase Generation as Unsupervised Machine Translation
Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan
- 2022 (modified: 22 Nov 2022)
- COLING 2022
- Readers: Everyone
Triggerless Backdoor Attack for NLP Tasks with Clean Labels
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
- 2022 (modified: 17 Apr 2023)
- NAACL-HLT 2022
- Readers: Everyone
Dependency Parsing as MRC-based Span-Span Prediction
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li
- 2022 (modified: 17 Apr 2023)
- ACL (1) 2022
- Readers: Everyone
Sentence Similarity Based on Contexts
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
- 2022 (modified: 17 Apr 2023)
- Trans. Assoc. Comput. Linguistics 2022
- Readers: Everyone
kNN-NER: Named Entity Recognition with Nearest Neighbor Search
Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries
Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan
- 2022 (modified: 17 Apr 2023)
- COLING 2022
- Readers: Everyone
An MRC Framework for Semantic Role Labeling
Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He
- 2022 (modified: 17 Apr 2023)
- COLING 2022
- Readers: Everyone
GNN-LM: Language Modeling based on Global Contexts via GNN
Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li
- 2022 (modified: 17 Apr 2023)
- ICLR 2022
- Readers: Everyone

View all 61 publications

Co-Authors

View all 44 co-authors