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Jun Liu — most-cited papers & profile · Large Language Models
← authors
·
overview
Jun Liu
94
papers ·
384
citations ·
14
h-index
North Sichuan Medical University · Guangxi Zhuang Autonomous Region Health and Family Planning
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Poisoned Langchain: Jailbreak Llms By Langchain
2024 · 14 citations
Resource-efficient Federated Fine-tuning Large Language Models For Heterogeneous Data
2025 · 3 citations
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
2025 · 1 citations
MAXS: Meta-Adaptive Exploration with LLM Agents
2026
TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents
2026
OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions
2026
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization
2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
2025
Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation
2025
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content
2024
FlashDecoding++: Faster Large Language Model Inference on GPUs
2023
LLM-based Optimization of Compound AI Systems: A Survey
2024
Top co-authors
Jian Zhang
· 3
Qika Lin
· 3
Fangzhi Xu
· 2
Hang Yan
· 2
Kanzhi Cheng
· 2
Qiushi Sun
· 2
Zhangqi Wang
· 2
Andrew Zhao
· 1
Ang Li
· 1
Ben Kao
· 1
Ben Liu
· 1
Binbin Hu
· 1
Topics
Efficiency
Evaluation
Training Techniques
Fine-Tuning
Agentic
Prompting
Reinforcement Learning
Model Architecture
Safety & Alignment
In-Context Learning