My current research interests primarily lie in efficient NLP, which mainly includes:
- Parameter-efficient fine-tuning; - Data-efficient active learning; - Inference-efficient parallel decoding; - Agent-driven Task Efficiency
I am always open to potential collaborations or research opportunities. Feel free to reach out to me at jialongwu@seu.edu.cn!
[2024.05] Two papers accepted to ACL 2024 (Findings). See you in Bangkok, Thailand🇹🇭! [2024.03] One paper accepted to ICLR 2024 Workshop on LLM Agents. [2023.09] We release Agents Framework, which has gained over 4k Star⭐ and it was trending on GitHub.
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models
ACL 2024 (Findings)
[📄 Paper] [📦 Code]
Linhai Zhang*, Jialong Wu*, Deyu Zhou, Guoqiang Xu
Southeast University, Nanjing, China (Sep 2023 - Now)
M.S. in Computer Science; Advisor:
Deyu Zhou in PALM Lab
Soochow University, Suzhou, China (Sep 2019 - Jul 2023)
B.E. in Computer Science; Advisor:
Zhongqing Wang in NLP Lab
Research Experience👨🏻💻
AIWaves Inc., Hangzhou, China (Jun 2023 - Aug 2023)
Research Intern; Worked with
Wangchunshu Zhou
Westlake University, Hangzhou, China (Oct 2022 - May
2023)
Research Intern in
Westlake NLP Group;
Advisor:
Xuefeng Bai
and
Yue Zhang
I am a cinephile, and my favorite film is The Great Buddha+.
I have a special fondness for bands and the band Omnipotent Youth Society holds a special place in my heart.