haoyu huang
HaoyuHuang2
AI & ML interests
Knowledge Graph, Large Language Models
Recent Activity
authored a paper about 5 hours ago
Towards In-Parameter Memory Augmentation for Large Language Models authored a paper about 5 hours ago
SoFT: Soft Targets for Generalizable LLM Fine-Tuning authored a paper about 5 hours ago
Towards Neural Graph Data ManagementOrganizations
A scalable, effective, and general way to augment LLMs with billion-scale knowledge graphs using very little GPU memory cost.
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AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Paper • 2510.17934 • Published • 1 -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_cc_qkv_llama3_step_3000
9B • Updated • 7 -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_cc_qkv_llama3_step_3000_encoder
Updated -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_wiki_qkv_llama3_step_3000
9B • Updated • 7
A scalable, effective, and general way to augment LLMs with billion-scale knowledge graphs using very little GPU memory cost.
-
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
Paper • 2510.17934 • Published • 1 -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_cc_qkv_llama3_step_3000
9B • Updated • 7 -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_cc_qkv_llama3_step_3000_encoder
Updated -
HaoyuHuang2/AtlasKV_all-MiniLM-L6-v2_train_atlas_wiki_qkv_llama3_step_3000
9B • Updated • 7