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Shenghua Liu — most-cited papers & profile · Graph Learning
← authors
·
overview
Shenghua Liu
7
papers ·
63
citations ·
23
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Decoding By Contrasting Knowledge: Enhancing Llms' Confidence On Edited Facts
2024 · 45 citations
Innate Reasoning Is Not Enough: In-context Learning Enhances Reasoning Large Language Models With Less Overthinking
2025 · 18 citations
Multimodal Reward Hacking in Reinforcement Learning
2026
Multimodal Reward Hacking in Reinforcement Learning
2026
Promptcd: Test-time Behavior Enhancement Via Polarity-prompt Contrastive Decoding
2026
Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning
2025
Who Is In The Spotlight: The Hidden Bias Undermining Multimodal Retrieval-augmented Generation
2025
Topics
Evaluation
In-Context Learning
Prompting
Training Techniques
Visual QA & Reasoning
Fine-Tuning
Model Architecture
Safety
Benchmarks
Safe RL