Scholar
Mengnan Du
Google Scholar ID: 0i-Js2gAAAAJ
Assistant Professor, New Jersey Institute of Technology
Explainability
Natural Language Processing
Trustworthy 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
Publications
63 items
Environmental Feedback Modeling Matters: Rethinking Feedback Treatment in Agentic Hindsight Self-Distillation
2026
Cited
0
From a Prompt to Repertoires: Evolving Functional REpertoires Enable LLM Continual Learning
2026
Cited
0
HeadEdit: Calibrating Language Model Behavior Through the Frozen Unembedding Matrix
2026
Cited
0
MM-FinEval: A Multi-Task Multimodal Benchmark for Real-World Financial Forecasting
2026
Cited
0
Look Before You Select: Rethinking Vocabulary Sparsification in On-Policy Distillation
2026
Cited
0
RewardExplainer: Learning Reward Model Explanations from Counterfactual Preference Feedback
2026
Cited
0
Faithful Activation Verbalization: Reducing Hallucinations in LLM Representation Interpretation
2026
Cited
0
BiasReducer: Adaptive Bias Mitigation for Reward Models
2026
Cited
0
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Co-authors
16 total
Fan Yang
Assistant Professor of Computer Science, Wake Forest University
Xia "Ben" Hu
Professor of Computer Science, Rice University
Ninghao Liu
Assistant Professor, University of Georgia
Na Zou
Assistant Professor, University of Houston
Yongfeng Zhang
Professor of Computer Science, Rutgers University
Haofan Wang
Lovart AI, InstantX, Carnegie Mellon University
Guanchu Wang
Assistant Professor of Computer Science, University of North Carolina at Charlotte
Yuening Li
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