Pinned Repositories
awesome-auto-graph-learning
A paper collection about automated graph learning
awesome-data-poisoning-and-backdoor-attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them
Awesome-Graph-Causal-Learning
A list of Graph Causal Learning materials.
Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.
awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
awesome-large-graph-model
Papers about large graph models.
awesome-llm-attributions
A Survey of Attributions for Large Language Models
Awesome-LM-SSP
A reading list for large models safety, security, and privacy.
awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Yangjinluan's Repositories
Yangjinluan/awesome-auto-graph-learning
A paper collection about automated graph learning
Yangjinluan/awesome-data-poisoning-and-backdoor-attacks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them
Yangjinluan/Awesome-Graph-Causal-Learning
A list of Graph Causal Learning materials.
Yangjinluan/Awesome-Graph-LLM
A collection of AWESOME things about Graph-Related LLMs.
Yangjinluan/awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
Yangjinluan/awesome-large-graph-model
Papers about large graph models.
Yangjinluan/awesome-llm-attributions
A Survey of Attributions for Large Language Models
Yangjinluan/Awesome-LM-SSP
A reading list for large models safety, security, and privacy.
Yangjinluan/awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
Yangjinluan/Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
Yangjinluan/Generalization-Causality
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
Yangjinluan/Graph-Neural-Networks-With-Heterophily
This repository contains the resources on graph neural network (GNN) considering heterophily.
Yangjinluan/KD-NLP
Yangjinluan/LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
Yangjinluan/pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
Yangjinluan/crypto_info
全网最全-币圈区块链各类常用工具与相关信息资料大全-虚拟加密货币-欧易OKX币安Binace芝麻开门Gate-App注册-NFT-Defi-加密钱包-比特币-新手入门教程 -持续更新
Yangjinluan/data_management_LLM
Collection of training data management explorations for large language models
Yangjinluan/DeepLearing-Interview-Awesome-2024
AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目
Yangjinluan/KnowledgeEditingPapers
Must-read Papers on Knowledge Editing for Large Language Models.
Yangjinluan/Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
Yangjinluan/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Yangjinluan/LLM-Factuality-Survey
The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
Yangjinluan/llm-hallucination-survey
Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"
Yangjinluan/llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
Yangjinluan/longLLM-Extrapolation-Papers