Xinjie Shen
Xinjie Shen
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A Chat History of Making a Research Figure
The VHD-Play teaser figure, from the first draft to the final version.
Xinjie Shen 沈鑫杰
Last updated on Sep 27, 2026
2 min read
Research Practice
What If the Bug Had a Dial?
FLAS turns model behavior into a continuous dial, from fixing creature-metaphor bugs to controlled brand voice, all at inference time without retraining.
Xinjie Shen 沈鑫杰
Last updated on Jun 7, 2026
13 min read
LLM
New Preprint: CKA-Agent Achieves 96-99% Jailbreak Success on GPT, Gemini & Claude
Our new paper introduces CKA-Agent, a novel framework that bypasses commercial LLM guardrails through adaptive tree search over correlated knowledge.
Xinjie Shen 沈鑫杰
Last updated on Sep 27, 2026
1 min read
Research
My To-Read List In August
A simple plan to supply my theoretical knowlegdge
Xinjie Shen 沈鑫杰
Last updated on Sep 27, 2026
1 min read
To-Read
FAQ to my dear admission committee
FAQ to my dear admission committee
Xinjie Shen 沈鑫杰
Last updated on Sep 27, 2026
8 min read
25Fall
LLM Fail to Acquire Context
LLM Fail to Acquire Context
Xinjie Shen 沈鑫杰
Last updated on Oct 14, 2025
16 min read
LLM
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