Pengfei He
Scholar

Pengfei He

Google Scholar ID: nsSrd6kAAAAJ
PhD student, Michigan State University
Machine LearningTrustworthyAIHigh-dimensional StatisticsCausal Mediation Analysis
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Citations & Impact
All-time
Citations
649
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
24 items
MAEB: Massive Audio Embedding Benchmark
2026
Cited
0
Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents
2026
Cited
0
Embedding Perturbation may Better Reflect the Uncertainty in LLM Reasoning
2026
Cited
0
Interpretable Probability Estimation with LLMs via Shapley Reconstruction
2026
Cited
0
Lingxi: Repository-Level Issue Resolution Framework Enhanced by Procedural Knowledge Guided Scaling
2025
Cited
0
PEAR: Planner-Executor Agent Robustness Benchmark
2025
Cited
0
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
2025
Cited
0
Adaptive Test-Time Reasoning via Reward-Guided Dual-Phase Search
2025
Cited
0
Resume (English only)
Co-authors
11 total
Jiliang Tang
Jiliang Tang
University Foundation Professor of Computer Science and Engineering, Michigan State University
Yue Xing
Yue Xing
Michigan State University
Han Xu
Han Xu
Assistant Professor, University of Arizona
Hui Liu
Hui Liu
Michigan State University
Jie Ren
Jie Ren
Michigan State University
Yingqian Cui
Yingqian Cui
Michigan State University
Shenglai Zeng
Shenglai Zeng
Michigan State University
Makoto Yamada
Makoto Yamada
OIST & FlatMinima Inc.