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Xuming Hu — most-cited papers & profile · Large Language Models
← authors
·
overview
Xuming Hu
26
papers ·
202
citations ·
16
h-index
University of Hong Kong · South China University of Technology
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Most-cited papers
A Semantic Invariant Robust Watermark For Large Language Models
2023 · 106 citations
Do Large Language Models Know About Facts?
2023 · 74 citations
LongGenBench: Long-context Generation Benchmark
2024 · 4 citations
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
2025
Can LLMs Maintain Fundamental Abilities under KV Cache Compression?
2025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering
2025
MLLMs are Deeply Affected by Modality Bias
2025
Shifting AI Efficiency From Model-Centric to Data-Centric Compression
2025
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities
2025
MOSS-ChatV: Reinforcement Learning with Process Reasoning Reward for Video Temporal Reasoning
2025
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
2025
Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability
2024
Top co-authors
Bo Li
· 3
Chenfei Liao
· 3
Hong Chen
· 3
Linfeng Zhang
· 3
Peijie Dong
· 3
Xiang Liu
· 3
Xiaowen Chu
· 3
Xu Zheng
· 3
Yibo Yan
· 3
Yubo Gao
· 3
Bin Ren
· 2
Dacheng Tao
· 2
Topics
Training Techniques
Evaluation
Model Architecture
Efficiency
Fine-Tuning
In-Context Learning
Safety & Alignment
Vision-Language
Survey Paper
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