TW

Tongyu Wen

0009-0005-8128-2648

cs.AIcs.CR

On Valency

published · living versions

W_ecadrrut·v1 · currentpublished

Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges

with Jiayue Pu, Ang Gao, Jinyi Bai, Qipeng Wang +7

1 version

Preprints & journals

3 papers in the corpus · 2025–2026

LawThinker: A Deep Research Legal Agent in Dynamic Environments2602.12056v1 · Xinyu Yang, Chenlong Deng, Tongyu Wen et al.2026 · 0 citationsarXiv

SmartSearch: Process Reward-Guided Query Refinement for Search Agents2601.04888v1 · Tongyu Wen, Guanting Dong, Zhicheng Dou2026 · 0 citationsarXiv

Defending against Indirect Prompt Injection by Instruction Detection2505.06311v2 · Tongyu Wen, Chenglong Wang, Xiyuan Yang et al.2025 · 5 citationsarXiv

Career total: 5 works. 3 are in this corpus.

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