├── .DS_Store ├── README.md ├── Semester ├── .DS_Store ├── 2019 Fall │ ├── .DS_Store │ ├── 10-9 │ │ └── ZheXu1009.pdf │ ├── 11-6 │ │ ├── Presentation1.pptx │ │ ├── README.md │ │ └── dependency_parsing_gcn.pdf │ ├── 9-11 │ │ ├── .gitkeep │ │ └── Data Poisoning.pptx │ ├── 9-18 │ │ ├── .DS_Store │ │ ├── Part I-Transformer-Lecheng.pdf │ │ └── Part II-XLNet-Dawei.pdf │ └── 9-25 │ │ ├── Adversarial Attack with Its Applications.pptx │ │ ├── Adversarial Attacks on Graph Neural Networks via Meta Learning.pdf │ │ ├── Adversarial Attacks on Node Embeddings via Graph Poisoning.pdf │ │ └── Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners.pdf ├── 2019 Spring │ ├── Week 1 │ │ └── ReadMe.md │ ├── Week 5 │ │ ├── Debiasing Word Embedding.pptx │ │ ├── FairnessLearningGroupReading.pptx │ │ └── ReadMe.md │ ├── Week 6 │ │ ├── ReadMe.md │ │ ├── Yancheng_group reading.pptx │ │ └── ai_seminar.pdf │ ├── Week 7 │ │ ├── ReadMe.md │ │ └── Zero-shot Learning.pptx │ ├── Week 8 │ │ ├── Meta Learning.pptx │ │ └── ReadMe.md │ └── Week 9 │ │ ├── 2018-ICML-NetGAN- Generating Graphs via Random Walks (slides).pptx │ │ ├── ReadMe.md │ │ └── graphrnn_slides.pdf ├── 2020 Spring │ ├── .DS_Store │ ├── Contrastive Predictive Coding.pptx │ ├── GAN.pptx │ ├── GNTK.pdf │ ├── Group_reading_20200506.pdf │ └── Spring 2020 Group Reading Presentation.pptx ├── 2021 Spring │ └── ntk.pptx └── 2021 Summer │ └── placeholder ├── guideline └── slides ├── 20211129.pdf ├── 20220901.pdf ├── 20220908.pdf ├── 20220929.pdf ├── 20221013.pdf ├── 20221020.pdf ├── 20221027.pdf ├── 20221103.pptx ├── 20230202.pdf ├── 20230209.pdf ├── 20230302.pdf ├── 20230323.pdf ├── 20230330.pdf ├── 20230928.pdf ├── 20240416.pdf ├── 20241003.pdf ├── 20241107.pdf ├── 20250327.pdf ├── 20250404.pdf ├── 20251015.pdf └── 20251029.pdf /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/.DS_Store -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/README.md -------------------------------------------------------------------------------- /Semester/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/.DS_Store -------------------------------------------------------------------------------- /Semester/2019 Fall/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/.DS_Store -------------------------------------------------------------------------------- /Semester/2019 Fall/10-9/ZheXu1009.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/10-9/ZheXu1009.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/11-6/Presentation1.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/11-6/Presentation1.pptx -------------------------------------------------------------------------------- /Semester/2019 Fall/11-6/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/11-6/README.md -------------------------------------------------------------------------------- /Semester/2019 Fall/11-6/dependency_parsing_gcn.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/11-6/dependency_parsing_gcn.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/9-11/.gitkeep: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Semester/2019 Fall/9-11/Data Poisoning.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-11/Data Poisoning.pptx -------------------------------------------------------------------------------- /Semester/2019 Fall/9-18/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-18/.DS_Store -------------------------------------------------------------------------------- /Semester/2019 Fall/9-18/Part I-Transformer-Lecheng.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-18/Part I-Transformer-Lecheng.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/9-18/Part II-XLNet-Dawei.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-18/Part II-XLNet-Dawei.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/9-25/Adversarial Attack with Its Applications.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-25/Adversarial Attack with Its Applications.pptx -------------------------------------------------------------------------------- /Semester/2019 Fall/9-25/Adversarial Attacks on Graph Neural Networks via Meta Learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-25/Adversarial Attacks on Graph Neural Networks via Meta Learning.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/9-25/Adversarial Attacks on Node Embeddings via Graph Poisoning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-25/Adversarial Attacks on Node Embeddings via Graph Poisoning.pdf -------------------------------------------------------------------------------- /Semester/2019 Fall/9-25/Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Fall/9-25/Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners.pdf -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 1/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 1/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 5/Debiasing Word Embedding.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 5/Debiasing Word Embedding.pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 5/FairnessLearningGroupReading.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 5/FairnessLearningGroupReading.pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 5/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 5/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 6/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 6/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 6/Yancheng_group reading.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 6/Yancheng_group reading.pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 6/ai_seminar.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 6/ai_seminar.pdf -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 7/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 7/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 7/Zero-shot Learning.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 7/Zero-shot Learning.pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 8/Meta Learning.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 8/Meta Learning.pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 8/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 8/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 9/2018-ICML-NetGAN- Generating Graphs via Random Walks (slides).pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 9/2018-ICML-NetGAN- Generating Graphs via Random Walks (slides).pptx -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 9/ReadMe.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 9/ReadMe.md -------------------------------------------------------------------------------- /Semester/2019 Spring/Week 9/graphrnn_slides.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2019 Spring/Week 9/graphrnn_slides.pdf -------------------------------------------------------------------------------- /Semester/2020 Spring/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/.DS_Store -------------------------------------------------------------------------------- /Semester/2020 Spring/Contrastive Predictive Coding.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/Contrastive Predictive Coding.pptx -------------------------------------------------------------------------------- /Semester/2020 Spring/GAN.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/GAN.pptx -------------------------------------------------------------------------------- /Semester/2020 Spring/GNTK.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/GNTK.pdf -------------------------------------------------------------------------------- /Semester/2020 Spring/Group_reading_20200506.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/Group_reading_20200506.pdf -------------------------------------------------------------------------------- /Semester/2020 Spring/Spring 2020 Group Reading Presentation.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2020 Spring/Spring 2020 Group Reading Presentation.pptx -------------------------------------------------------------------------------- /Semester/2021 Spring/ntk.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/Semester/2021 Spring/ntk.pptx -------------------------------------------------------------------------------- /Semester/2021 Summer/placeholder: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /guideline: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /slides/20211129.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20211129.pdf -------------------------------------------------------------------------------- /slides/20220901.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20220901.pdf -------------------------------------------------------------------------------- /slides/20220908.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20220908.pdf -------------------------------------------------------------------------------- /slides/20220929.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20220929.pdf -------------------------------------------------------------------------------- /slides/20221013.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20221013.pdf -------------------------------------------------------------------------------- /slides/20221020.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20221020.pdf -------------------------------------------------------------------------------- /slides/20221027.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20221027.pdf -------------------------------------------------------------------------------- /slides/20221103.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20221103.pptx -------------------------------------------------------------------------------- /slides/20230202.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230202.pdf -------------------------------------------------------------------------------- /slides/20230209.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230209.pdf -------------------------------------------------------------------------------- /slides/20230302.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230302.pdf -------------------------------------------------------------------------------- /slides/20230323.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230323.pdf -------------------------------------------------------------------------------- /slides/20230330.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230330.pdf -------------------------------------------------------------------------------- /slides/20230928.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20230928.pdf -------------------------------------------------------------------------------- /slides/20240416.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20240416.pdf -------------------------------------------------------------------------------- /slides/20241003.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20241003.pdf -------------------------------------------------------------------------------- /slides/20241107.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20241107.pdf -------------------------------------------------------------------------------- /slides/20250327.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20250327.pdf -------------------------------------------------------------------------------- /slides/20250404.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20250404.pdf -------------------------------------------------------------------------------- /slides/20251015.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20251015.pdf -------------------------------------------------------------------------------- /slides/20251029.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isail-laboratory/iDEA-iSAIL-Reading-Group/HEAD/slides/20251029.pdf --------------------------------------------------------------------------------