Jialong Wu   ๅดๅฎถ้š†

๐Ÿ‘‹๐Ÿป I am a final-year Master student at Southeast University. I am also 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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๐Ÿ“งEmail  / ๐Ÿ˜บGithub  / ๐ŸฆTwitter
News ๐Ÿ“ข
[2025.09] One paper was accepted to NeurIPS 2025 and received a Scholar Award. See you in San Diego, USA๐Ÿ‡บ๐Ÿ‡ธ!
[2025.09] We released Tongyi DeepResearch , which has gained over 17k Starโญ and was trending on GitHub.
[2025.08] Three papers were accepted to EMNLP 2025. See you in Suzhou, China๐Ÿ‡จ๐Ÿ‡ณ!
[2025.05] Five papers were accepted to ACL 2025. SCOPE was accepted as an Oral. See you in Vienna, Austria๐Ÿ‡ฆ๐Ÿ‡น!
[2024.12] One paper was accepted to AAAI 2025.
[2024.11] Two papers were accepted to COLING 2025. See you in Abu Dhabi, UAE๐Ÿ‡ฆ๐Ÿ‡ช!
[2024.05] Two papers were accepted to ACL 2024 (Findings). See you in Bangkok, Thailand๐Ÿ‡น๐Ÿ‡ญ!
[2023.09] We released Agents Framework, which has gained over 5k Starโญ and was trending on GitHub.
Selected Papers ๐Ÿ“‘
Find all papers on [Google Scholar]
(*: Equal contribution, โ€ : Corresponding author)
Tongyi DeepResearch Technical Report [๐Ÿ“„ Technical Report] [๐Ÿ“ฐ Blog] [๐Ÿค— HuggingFace] [ ModelScope]
DeepResearch Team, Tongyi Lab
Towards General Agentic Intelligence via Environment Scaling [๐Ÿ“„ Paper]
Runnan Fang*, Shihao Cai*, Baixuan Li*, Jialong Wu*โ€ , 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) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿชง Poster] [๐Ÿฆ Twitter] [๐Ÿค— HuggingFace] [ ModelScope] [ ้€šไน‰ๅคงๆจกๅž‹]

Jialong Wuโ€ , 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 [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿฆ Twitter] [ ้€šไน‰ๅคงๆจกๅž‹]
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) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿชง Poster] [ Datasets] [๐Ÿค— 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) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿ“‘ Oral Slides]
Jialong Wu, Zhenglin Wang, Linhai Zhang, Yulan He, Deyu Zhou
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding (COLING 2025) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿชง 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)) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿชง Poster]
Linhai Zhang*, Jialong Wu*, Deyu Zhou, Guoqiang Xu
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference (ACL 2024 (Findings)) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿชง Poster]
Jialong Wu*, Linhai Zhang*, Deyu Zhou, Guoqiang Xu
Education๐Ÿง‘โ€๐ŸŽ“
Master Student, Southeast University, Sep. 2023 - Jul. 2026 (Recipient of the National Scholarship)
Undergraduate Student, Soochow University, Sep. 2019 - Jul. 2023 (Outstanding Graduate)
Talks ๐ŸŽค

How a Top Conference Paper Is Born: A Practical Guide from Scratch, NICE, 2025.09.07 [๐Ÿ“‘ Slides] [๐ŸŽฅ Video]
More Efficient NLP and Agents, NICE, 2025.07.20 [๐Ÿ“‘ Slides] [๐ŸŽฅ Video]
WebWalker: Benchmarking LLMs in Web Traversal, Tongyi Lab, 2025.03.04 [๐Ÿ“‘ Slides]

Miscellaneous ๐Ÿ“ท

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