Jialong Wu   吴家隆

👋🏻 I am a final-year Master student at Southeast University. I was a founding member of DeepResearch Team, Tongyi Lab.

My current research interests primarily lie in building native agentic models (especially synthesizing agent data and agentic RL) and efficient NLP. Find all papers on my Google Scholar.

I am always open to potential collaborations or research opportunities. Feel free to reach out to me at wujialongml@gmail.com or WeChat.

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📧Email  / 😺Github  / 🐦Twitter
News 📢
[2026.01] One paper was accepted to EACL 2026.
[2025.09] One paper was accepted to NeurIPS 2025 and received a Scholar Award. See you in San Diego, USA🇺🇸!
[2025.09] We released Tongyi DeepResearch , which has gained over 17k Star⭐ and was trending on GitHub.
[2025.08] Three papers were accepted to EMNLP 2025. See you in Suzhou, China🇨🇳!
[2025.05] Five papers were accepted to ACL 2025. SCOPE was accepted as an Oral. See you in Vienna, Austria🇦🇹!
[2024.12] One paper was accepted to AAAI 2025.
[2024.11] Two papers were accepted to COLING 2025. See you in Abu Dhabi, UAE🇦🇪!
[2024.05] Two papers were accepted to ACL 2024 (Findings). See you in Bangkok, Thailand🇹🇭!
[2023.09] We released Agents Framework, which has gained over 5k Star⭐ and was trending on GitHub.
Selected Papers 📑
Find all papers on [Google Scholar]
(*: Equal contribution, †: Corresponding author)
Tongyi DeepResearch Technical Report [📄 Technical Report] [📰 Blog] [🤗 HuggingFace] [ ModelScope]
DeepResearch Team, Tongyi Lab
Towards General Agentic Intelligence via Environment Scaling [📄 Paper]
Runnan Fang*, Shihao Cai*, Baixuan Li*, Jialong Wu*†, Guangyu Li*, Wenbiao Yin, Xinyu Wang, Xiaobin Wang, Liangcai Su, Zhen Zhang, Shibin Wu, Zhengwei Tao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
WebDancer: Towards Autonomous Information Seeking Agency (NeurIPS 2025) [📄 Paper] [📦 Code] [🪧 Poster] [🐦 Twitter] [🤗 HuggingFace] [ ModelScope] [ 通义大模型]

Jialong Wu†, Baixuan Li, Runnan Fang, Wenbiao Yin, Liwen Zhang, Zhengwei Tao, Dingchu Zhang, Zekun Xi, Gang Fu, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization [📄 Paper] [📦 Code] [🐦 Twitter] [ 通义大模型]
Zhengwei Tao*, Jialong Wu*, Wenbiao Yin, Junkai Zhang, Baixuan Li, Haiyang Shen, Kuan Li, Liwen Zhang, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
WebWalker: Benchmarking LLMs in Web Traversal (ACL 2025) [📄 Paper] [📦 Code] [🪧 Poster] [ Datasets] [🤗 Leaderboard]
Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation (ACL 2025 Oral) [📄 Paper] [📦 Code] [📑 Oral Slides]
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yulan He, Deyu Zhou
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding (COLING 2025) [📄 Paper] [📦 Code] [🪧 Poster]
Zhenglin Wang*, Jialong Wu*, Yilong Lai, Congzhi Zhang, Deyu Zhou
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models (ACL 2024 (Findings)) [📄 Paper] [📦 Code] [🪧 Poster]
Linhai Zhang*, Jialong Wu*, Deyu Zhou, Guoqiang Xu
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference (ACL 2024 (Findings)) [📄 Paper] [📦 Code] [🪧 Poster]
Jialong Wu*, Linhai Zhang*, Deyu Zhou, Guoqiang Xu
Education🧑‍🎓
Master Student, Southeast University, Sep. 2023 - Jul. 2026 (Recipient of the National Scholarship)
Undergraduate Student, Soochow University, Sep. 2019 - Jul. 2023 (Outstanding Graduate)
Talks 🎤

How a Top Conference Paper Is Born: A Practical Guide from Scratch, NICE, 2025.09.07 [📑 Slides] [🎥 Video]
More Efficient NLP and Agents, NICE, 2025.07.20 [📑 Slides] [🎥 Video]
WebWalker: Benchmarking LLMs in Web Traversal, Tongyi Lab, 2025.03.04 [📑 Slides]

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: 10/15/2025