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Hi there ๐Ÿ‘‹

  • ๐Ÿ”ญ I'm currently pursuing my PhD in Computer Science and Technology at Southeast University.
  • ๐ŸŒฑ My study interests lie in model compression and speedup in large AI models.
  • โค๏ธ Love programming and new technologies!
  • ๐Ÿ‘ฏ Enjoy doing interesting work with interesting friends!

My main works ๐Ÿ˜„

  • [IJCAI 2024] Fast and Continual Knowledge Graph Embedding via Incremental LoRA. [code]
  • [AAAI 2024, Oral] Towards Continual Knowledge Graph Embedding via Incremental Distillation. [paper] [code]
  • [AAAI 2023] IterDE: An Iterative Knowledge Distillation Framework for Knowledge Graph Embeddings. [paper] [code]

My contributed works ๐Ÿ˜„

  • [IJCAI 2024] Incorporating Schema-Aware Description into Document-Level Event Extraction. [code]
  • [AAAI 2024] OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning. [paper] [code]

Jiajun Liu's Projects

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-knowledge-distillation-of-llms icon awesome-knowledge-distillation-of-llms

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

dive-into-llms icon dive-into-llms

ใ€ŠๅŠจๆ‰‹ๅญฆๅคงๆจกๅž‹Dive into LLMsใ€‹็ณปๅˆ—็ผ–็จ‹ๅฎž่ทตๆ•™็จ‹

easyedit icon easyedit

An Easy-to-use Knowledge Editing Framework for LLMs.

kge icon kge

Some papers on Knowledge Graph Embedding(KGE)

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

ptcoding icon ptcoding

A framework for quick start to write codes for Pytorch Coding.

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

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