Jialong Wu   ๅดๅฎถ้š†

๐Ÿ‘‹๐Ÿป I am a final-year Master student at Southeast University. I have previously interned at Westlake University and AIWaves, and am a founder 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. I have published 10+ papers in top conferences (CCF A/B). Find all papers on my Google Scholar. I am looking for 2026 Fall PhD position.

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. See you in San Diego, USA๐Ÿ‡บ๐Ÿ‡ธ!
[2025.09] We released Tongyi DeepResearch , which has gained over 10k 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!
[2024.03] One paper was accepted to ICLR 2024 Workshop on LLM Agents.
[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] or [Semantic Scholar]
(*: Equal contribution, โ€ : Corresponding author)
Tongyi-DeepResearch [๐Ÿ“ฐ Blog] [๐Ÿค— HuggingFace] [ ModelScope]
DeepResearch Team, Tongyi Lab
Towards General Agentic Intelligence via Environment Scaling [๐Ÿ“„ Paper]
Runnan Fang*, Shihao Ca*i, 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] [๐Ÿฆ Twitter] [ ้€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] [๐Ÿค— 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
Agents: An Open-source Framework for Autonomous Language Agents (ICLR 2024 Workshop) [๐Ÿ“„ Paper] [๐Ÿ“ฆ Code] [๐Ÿฆ Twitter] [๐Ÿ“ฑ WeChat]

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
Education๐Ÿง‘โ€๐ŸŽ“
Master Student, Southeast University, Sep. 2023 - Jul. 2026 (Expected)
Undergraduate Student, Soochow University, Sep. 2019 - Jul. 2023
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: 09/21/2025