Minhao Cheng
Scholar

Minhao Cheng

Google Scholar ID: _LkC1yoAAAAJ
Assistant Professor of Information Sciences and Technology, Penn State
Machine LearningDeep LearningOptimizationTrustworthy Machine LearningAutoML
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Citations & Impact
All-time
Citations
3,655
 
H-index
25
 
i10-index
40
 
Publications
20
 
Co-authors
6
list available
Contact
Emailmmc7149@psu.eduTwitterOpen ↗GitHubOpen ↗
Publications
17 items
Scalable Token-Level Hallucination Detection in Large Language Models
2026
Cited
0
Route Before Retrieve: Activating Latent Routing Abilities of LLMs for RAG vs. Long-Context Selection
2026
Cited
0
CARV: A Diagnostic Benchmark for Compositional Analogical Reasoning in Multimodal LLMs
2026
Cited
0
Deconstructing Multimodal Mathematical Reasoning: Towards a Unified Perception-Alignment-Reasoning Paradigm
2026
Cited
0
Empowering Reliable Visual-Centric Instruction Following in MLLMs
arXiv.org · 2026
Cited
1
TASO: Jailbreak LLMs via Alternative Template and Suffix Optimization
2025
Cited
0
PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization
2025
Cited
0
POME: Post Optimization Model Edit via Muon-style Projection
2025
Cited
0
Resume (English only)
Co-authors
6 total
Cho-Jui Hsieh
Cho-Jui Hsieh
University of California, Los Angeles
Pin-Yu Chen
Pin-Yu Chen
Principal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC
Huan Zhang
Huan Zhang
Assistant Professor at University of Illinois Urbana-Champaign
Co-author 4
Co-author 4
Wei Wei
Wei Wei
Research Scientist at Google
Xuanqing Liu
Xuanqing Liu
University of California, Los Angeles