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Ming Li — most-cited papers & profile · Large Language Models
← authors
·
overview
Ming Li
184
papers ·
792
citations ·
0
h-index
Jiangsu University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
2023 · 8 citations
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble
2025 · 5 citations
Scaling Laws For Discriminative Classification In Large Language Models
2024 · 2 citations
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
2024 · 2 citations
When is Your LLM Steerable?
2026
Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression
2026
Astro: Activation-guided Structured Regularization For Outlier-robust LLM Post-training Quantization
2026
InfiR2: A Comprehensive FP8 Training Recipe for Reasoning-Enhanced Language Models
2025
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges
2025
UniF^2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models
2025
CLS-RL: Image Classification with Rule-Based Reinforcement Learning
2025
Towards Visual Text Grounding of Multimodal Large Language Model
2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
2025
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
2025
Exploring Federated Pruning for Large Language Models
2025
Top co-authors
Tianyi Zhou
· 8
Jian Chen
· 4
Jianzong Wang
· 3
Ning Cheng
· 3
Yong Zhang
· 3
Zhitao Li
· 3
Chenrui Fan
· 2
Jing Xiao
· 2
Kaipeng Zhang
· 2
Ruiyi Zhang
· 2
Xi Chen
· 2
Yanhong Li
· 2
Topics
Training Techniques
Fine-Tuning
Evaluation
Efficiency
Model Architecture
Vision-Language
Reinforcement Learning
In-Context Learning
RAG
Safety & Alignment