Mengting Ai
Scholar

Mengting Ai

Google Scholar ID: KZREDoEAAAAJ
PhD Student, University of Illinois, Urabana-Champaign
efficient machine learninglarge language model
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
29
 
H-index
3
 
i10-index
1
 
Publications
7
 
Co-authors
11
list available
Contact
Emailmengtingai0306@gmail.comCVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
10 items
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
2026
Cited
0
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM Fine-tuning
2026
Cited
1
Competing Visions of Ethical AI: A Case Study of OpenAI
2026
Cited
0
Agentic Reasoning for Large Language Models
2026
Cited
7
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning
2025
Cited
0
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
2025
Cited
0
NIRVANA: Structured pruning reimagined for large language models compression
2025
Cited
0
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration
2025
Cited
0
Resume (English only)
Education
  • PhD: University of Illinois at Urbana-Champaign (UIUC), Information Sciences, advised by Prof. Jingrui He.
Background
  • Second-year PhD Student of Information Sciences at UIUC, with a focus on Efficient ML, specifically LLM compression.
Co-authors
11 total
Tianxin Wei
Tianxin Wei
University of Illinois Urbana Champaign
Zihao Li
Zihao Li
Univerisity of Illinois at Urbana-Champaign
Jingrui He
Jingrui He
University of Illinois at Urbana-Champaign
Zhichen Zeng
Zhichen Zeng
University of Illinois at Urbana-Champaign
Dongqi Fu
Dongqi Fu
Research Scientist, Meta AI
Baoyu Jing
Baoyu Jing
University of Illinois at Urbana-Champaign
Lecheng Zheng
Lecheng Zheng
University of Illinois at Urbana-Champaign
Hanghang Tong
Hanghang Tong
University of Illinois at Urbana-Champaign