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Liang Wang — most-cited papers & profile · Large Language Models
← authors
·
overview
Liang Wang
114
papers ·
3526
citations ·
102
h-index
State Administration of Cultural Heritage · Integrated Chinese Medicine (China) · Institute of Automation · State Power Investment Corporation (China)
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Most-cited papers
Learning to Retrieve In-Context Examples for Large Language Models
2023 · 13 citations
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
2023 · 7 citations
ReMoE: Boosting Expert Reuse through Router Fine-Tuning in Memory-Constrained MoE LLM Inference
2026
OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models
2026
Cheers: Decoupling Patch Details from Semantic Representations Enables Unified Multimodal Comprehension and Generation
2026
Thinking Augmented Pre-training
2025
Chain-of-Retrieval Augmented Generation
2025
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
2025
Agents Play Thousands of 3D Video Games
2025
Aligning Multimodal LLM with Human Preference: A Survey
2025
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
2025
Reinforcing General Reasoning without Verifiers
2025
BaseReward: A Strong Baseline for Multimodal Reward Model
2025
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs
2025
Improving Text Embeddings with Large Language Models
2023
Top co-authors
Furu Wei
· 7
Chaoyou Fu
· 6
Nan Yang
· 6
Yi-Fan Zhang
· 6
Zhang Zhang
· 6
Huanyu Zhang
· 4
Tao Yu
· 4
Tieniu Tan
· 4
Haochen Tian
· 3
Yang Shi
· 3
Bin Wen
· 2
Fan Yang
· 2
Topics
Training Techniques
Vision-Language
Efficiency
RAG
Model Architecture
Reinforcement Learning
Evaluation
Fine-Tuning
models
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