Mian Zhang @_Guuuuuuuu_
CS PhD in UTD Dallas, TX Joined May 2019-
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Following377
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Mian Zhang retweeted
LiveMCP-101: a rigorous benchmark for MCP-enabled agents on real-world, multi-tool tasks. 101 queries, 41 servers / 260 tools, ground-truth execution-plan eval. Even frontier LLMs have <60% success—lots to improve. Paper: arxiv.org/abs/2508.15760 #LLM #Agents #MCP
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Mian Zhang retweeted
(1/6) A pathway for an LLM to become a great scientist like Isaac Newton!✨ 🚨 New survey out! We explore how LLMs can be used for hypothesis discovery—uncovering new knowledge via reasoning. This is the first survey to present a unified framework connecting Abduction, Induction,…
Mian Zhang retweeted
Check out our new work investigating how RAG deals with retrieved info vs. parametric knowledge under different user instructions. We conduct systematic analysis to showcase LLM performances under a spectrum of real world use cases. 📄preprint: arxiv.org/abs/2502.19779…
Check out our new work investigating how RAG deals with retrieved info vs. parametric knowledge under different user instructions. We conduct systematic analysis to showcase LLM performances under a spectrum of real world use cases. 📄preprint: arxiv.org/abs/2502.19779…
We find suboptimal agentic searches are often caused by LLMs’ limited awareness of their own knowledge boundaries and propose an uncertainty-aware variant of GRPO to help mitigate suboptimal searches. Check out the paper for more analysis and results!
We find suboptimal agentic searches are often caused by LLMs’ limited awareness of their own knowledge boundaries and propose an uncertainty-aware variant of GRPO to help mitigate suboptimal searches. Check out the paper for more analysis and results!
Mian Zhang retweeted
Our IDEA paper has been accepted to #ACL2025!! Congrats to the authors @KaiyuHeHe @_Guuuuuuuu_ 🎉🎉 Check out our preprint and see you in Vienna!
Our IDEA paper has been accepted to #ACL2025!! Congrats to the authors @KaiyuHeHe @_Guuuuuuuu_ 🎉🎉 Check out our preprint and see you in Vienna!
CBT-Bench will appear at #NAACL2025. Welcome to check it out!
CBT-Bench will appear at #NAACL2025. Welcome to check it out!
Mian Zhang retweeted
🤖 Can LLMs effectively assist in cognitive behavior therapy (CBT)? 🔗New paper: arxiv.org/abs/2410.13218 We present the first systematic benchmark to evaluate LLMs' efficacy for CBT. We include three levels of tasks: basic CBT knowledge acquisition, cognitive model…
🤖 Can LLMs effectively assist in cognitive behavior therapy (CBT)? 🔗New paper: arxiv.org/abs/2410.13218 We present the first systematic benchmark to evaluate LLMs' efficacy for CBT. We include three levels of tasks: basic CBT knowledge acquisition, cognitive model…
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