Jialong WU(Callan)   吴家隆

👋🏻 I am a first-year Master student at Southeast University. I am a member of the PAttern Learning and Mining (PALM) Lab , where I am supervised by Deyu Zhou.
Previously, I obtained my bachelor degree at Soochow University as an outstanding undergraduate. I interned at AIWaves Inc. and was a research intern at Westlake University.

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!

profile photo
📧Email  / 😺Github  / 🐦Twitter
News 📢
[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.
Publications / Preprints 📑
[Google Scholar] [Semantic Scholar]
(*: Equal contribution)
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
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference
ACL 2024 (Findings)
[📄 Paper] [📦 Code]
Jialong Wu*, Linhai Zhang*, Deyu Zhou, Guoqiang Xu
Constituency Parsing using LLMs
Preprint
[📄 Paper] [📦 Code]
Xuefeng Bai, Jialong Wu, Yulong Chen, Zhongqing Wang, Yue Zhang
Agents: An Open-source Framework for Autonomous Language Agents
ICLR 2024 Workshop on LLM Agents
[📄 Paper] [📦 Code] [🐦 Twitter] [📱 WeChat] [🌐 Project Website]

Wangchunshu Zhou*, Yuchen Eleanor Jiang*, Long Li*, Jialong Wu*, Tiannan Wang, Shi Qiu, Jintian Zhang, Jing Chen, Ruipu Wu, Shuai Wang, Shiding Zhu, Jiyu Chen, Wentao Zhang, Ningyu Zhang, Huajun Chen, Peng Cui, Mrinmaya Sachan
Weaver: Foundation Models for Creative Writing
Technical Report(Preprint)
[📄 Paper] [🐦 Twitter] [📱 WeChat] [🌐 Project Website]
Weaver Team
Education🧑‍🎓
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
Services 🔍

Reviewer: ACL ARR Rolling; ACL 2024; NAACL 2024; COLM 2024; ICLR 2024 Workshop on LLM Agents

Miscellaneous 📷

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.

Last Updated: 05/16/2024