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Siwei Han — most-cited papers & profile · Large Language Models
← authors
·
overview
Siwei Han
19
papers ·
6
citations ·
0
h-index
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Most-cited papers
Generating Chain-of-thoughts With A Pairwise-comparison Approach To Searching For The Most Promising Intermediate Thought
2024 · 5 citations
SimpleMem: Efficient Lifelong Memory for LLM Agents
2026
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
2026
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
2026
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
2025
Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails
2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
2024
Top co-authors
Huaxiu Yao
· 7
Peng Xia
· 5
Cihang Xie
· 4
Jiaqi Liu
· 4
Mingyu Ding
· 3
Zeyu Zheng
· 3
Jianwen Chen
· 2
Shi Qiu
· 2
Yaofeng Su
· 2
Yiyang Zhou
· 2
Chenhang Cui
· 1
Haifeng Chen
· 1
Topics
Agentic
In-Context Learning
Training Techniques
Efficiency
Reinforcement Learning
multimodal
Evaluation
Model Architecture
RAG
Vision-Language