AI & ML interests
A research group from Zhejiang University working on KG and NLP Technologies
Recent Activity
Papers
TokenPilot: Cache-Efficient Context Management for LLM Agents
Unsupervised Skill Discovery for Agentic Data Analysis
Benchmarking Agentic Workflow Generation
Data and models for Mol-Instructions.
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
A Large-Scale Multimodal Ocean Corpus for Foundation Models
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zjunlp/OceanGPT-basic-30B-A3B-Instruct
Text Generation • 31B • Updated • 9 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 6 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 28 • • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 21 • • 1
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zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 10 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 7 • 2 -
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Paper • 2506.19794 • Published • 8 -
zjunlp/DataMind-Analysis-SFT-Data
Viewer • Updated • 2.82k • 63 • 1
model adapter weight and train data for "Agent Planning with World Knowledge Model"
Merged models generated for the model kinship paper.
A Large-Scale Multimodal Ocean Corpus for Foundation Models
-
zjunlp/OceanGPT-basic-30B-A3B-Instruct
Text Generation • 31B • Updated • 9 • 1 -
zjunlp/OceanGPT-basic-30B-A3B-Thinking
Text Generation • 31B • Updated • 6 • 1 -
zjunlp/OceanGPT-basic-4B-Instruct
Text Generation • 4B • Updated • 28 • • 1 -
zjunlp/OceanGPT-basic-4B-Thinking
Text Generation • 4B • Updated • 21 • • 1
-
zjunlp/DataMind-Analysis-Qwen2.5-7B
Text Generation • 8B • Updated • 10 • 2 -
zjunlp/DataMind-Analysis-Qwen2.5-14B
Text Generation • 15B • Updated • 7 • 2 -
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Paper • 2506.19794 • Published • 8 -
zjunlp/DataMind-Analysis-SFT-Data
Viewer • Updated • 2.82k • 63 • 1
Benchmarking Agentic Workflow Generation
model adapter weight and train data for "Agent Planning with World Knowledge Model"
Merged models generated for the model kinship paper.
Data and models for Mol-Instructions.
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following