Curriculum vitae

Experience

Huawei, ICT BG
System Engineer for Large Agent Model (LAM) Post-Training, AI Competence Center, NAIE Platform Department, February 2026–present
Large Language Model Algorithm Engineer, Autonomous Driving Network Research Department, October 2024–February 2026

Education

Shanghai Jiao Tong University
Ph.D., Department of Electronic Engineering, September 2024
Advisors: Xinbing Wang and Zhouhan Lin

Xidian University
Bachelor’s degree, School of Telecommunications Engineering, 2019

Research interests

Language model agents; agentic reinforcement learning; model–harness co-evolution. Earlier work: natural language processing and semantic parsing, including Text-to-SQL.

Selected publications

• arXiv:2609.37105 2026 First author

  VACE: Validation-Gated Alternating Co-Evolution of Agent Models and Harnesses

  Jiexing Qi, Yu He, Jun Liu, Qichen Huang, Shaohua Hu, Zhan Dang, Guohua Chen, Rui Yang, Wen Jiang, Yang Liu, Tao Lyu, Fangming Li

  Preprint Details
• EMNLP 2022 First author

  RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL

  Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin

  Paper Code Talk Details
• ICASSP 2023 First author

  Text Classification in the Wild: A Large-Scale Long-Tailed Name Normalization Dataset

  Jiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang, Xinbing Wang, Zhouhan Lin

  Paper Code Details
• Applied Sciences 2024 First author

  Enhancing SPARQL Query Generation for Knowledge Base Question Answering Systems by Learning to Correct Triplets

  Jiexing Qi, Chang Su, Zhixin Guo, Lyuwen Wu, Zanwei Shen, Luoyi Fu, Xinbing Wang, Chenghu Zhou

  Paper Details
• Gondwana Research 2025

  A Century of Knowledge Growth in Sedimentology

  Yiwei Xu, Xiumian Hu, Eduardo Garzanti, Jiexing Qi, Huquan Kang, Han-hong Nong, Luwen Wu, Jiaxin Ding, Xinbing Wang, Chengshan Wang

  Paper Details
• CIKM 2024

  Enhancing SPARQL Generation by Triplet-Order-Sensitive Pre-Training

  Chang Su, Jiexing Qi, He Yan, Kai Zou, Zhouhan Lin

  Paper arXiv Details
• IEEE/ACM TASLP 2024

  Adapting Knowledge for Few-Shot Table-to-Text Generation

  Zhixin Guo, Min Yan, Jiexing Qi, Jianping Zhou, Ziwei He, Guanjie Zheng, Xinbing Wang, Chenghu Zhou

  Paper Details
• ICASSP 2024

  Towards Controlled Table-to-Text Generation with Scientific Reasoning

  Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, Chenghu Zhou

  Paper Details
• ACL 2023

  Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model

  Yi Xu, Shuqian Sheng, Jiexing Qi, Luoyi Fu, Zhouhan Lin, Xinbing Wang, Chenghu Zhou

  Paper Details
• ICASSP 2023

  Asymmetric Polynomial Loss for Multi-Label Classification

  Yusheng Huang, Jiexing Qi, Xinbing Wang, Zhouhan Lin

  Paper Code Details

Complete publication list

Teaching

• 2021

  Data Structure and Algorithm

  Undergraduate course

• 2020

  Introduction to Engineering for Electronic Information (B)

  Undergraduate course

• 2020

  Program Design (C++)

  Undergraduate course