Mengnan Du
Scholar

Mengnan Du

Google Scholar ID: 0i-Js2gAAAAJ
Assistant Professor, New Jersey Institute of Technology
ExplainabilityNatural Language ProcessingTrustworthy AI
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Citations & Impact
All-time
Citations
8,423
 
H-index
35
 
i10-index
72
 
Publications
20
 
Co-authors
27
list available
Contact
No contact links provided.
Publications
53 items
TAROT: Task-Adaptive Refinement of LLM-prior Graphs for Few-shot Tabular Learning
2026
Cited
0
SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems
2026
Cited
0
DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity
2026
Cited
0
SAEExplainer: Interpreting SAE Features with Activation-Guided Preference Optimization
2026
Cited
0
RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning
2026
Cited
0
HARVE: Hacking-Aware Reward-Head Vector Editing for Robust Reward Models
2026
Cited
0
Law of Neural Interaction: Depth-Width Shape, Interaction Efficiency, and Generalization
2026
Cited
0
Universal Activation Verbalizer: A Unified Framework for Cross-Model Activation Explanation
2026
Cited
0
Resume (English only)
Co-authors
27 total
Fan Yang
Fan Yang
Assistant Professor of Computer Science, Wake Forest University
Xia "Ben" Hu
Xia "Ben" Hu
Professor of Computer Science, Rice University
Ninghao Liu
Ninghao Liu
Assistant Professor, University of Georgia
Na Zou
Na Zou
Assistant Professor, University of Houston
Co-author 5
Co-author 5
Yongfeng Zhang
Yongfeng Zhang
Professor of Computer Science, Rutgers University
Haofan Wang
Haofan Wang
Lovart AI, InstantX, Carnegie Mellon University
Guanchu Wang
Guanchu Wang
Assistant Professor of Computer Science, University of North Carolina at Charlotte