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Jingxuan Chen ι™ˆζ™―ζš„

jingxuanchen916 [at] gmail [dot] com

LLM Agent

About Me

Hiya! I am a first-year PhD student in the CardiffNLP group, supervised by Prof Jose Camacho-Collados & Dr Mohammad Taher Pilehvar, and generously funded by the School of Computer Science and Informatics, Cardiff University. Happy to chat and explore potential collaborations 🌱

Education & Experience

2025 β€” Present

PhD, Natural Language Processing

Cardiff University

2023 β€” 2025

Research Engineer, AI Agent

Huawei London Research Centre

2022 β€” 2023

MSc, Artificial Intelligence

The University of Edinburgh

Summer 2022

Research Intern

The University of Manchester

2020 β€” 2022

BSc, Artificial Intelligence

The University of Manchester

2018 β€” 2022

BEng, Data Science and Big Data Technology

Communication University of China

Selected Publications

ACL 2026

Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length

Jingxuan Chen, Mohammad Taher Pilehvar, Jose Camacho-Collados

arXiv preprint arXiv:2603.22608

ICLR 2025 Spotlight

SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation

Jingxuan Chen*, Derek Yuen*, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao

The Thirteenth International Conference on Learning Representations

Service

Reviewer | ACL ARR Jan 2026 β€’ CVPR 2026

Interests