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3Reliable

Trustworthy Deep Learning

less than 1 minute read

Index Papers Our Slides 1 BIAS ALSO MATTERS: BIAS ATTRIBUTION FOR DEEP NEURAL NETWORK EXPLANATION ...

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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2Architecture

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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2GraphsNN

GNN and Transformer

less than 1 minute read

Index Papers Our Slides 1 Graph Convolutions: More than You Wanted to Know Derrick Survey ...

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

Edge and Dynamic computing

less than 1 minute read

Presenter Papers Paper URL Our Slides Edge MobileNets: Efficient Convolutional Neural Networks f...

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

GNN for Program Analysis

1 minute read

Presenter Papers Paper URL Our Slides Program Neural network-based graph embedding for cross-pla...

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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9DiscreteApp

DiffDock + ESMfold

less than 1 minute read

Papers Paper URL Abstract Evolutionary-scale prediction of atomic level protein structure with a language mo...

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN for Program Analysis

1 minute read

Presenter Papers Paper URL Our Slides Program Neural network-based graph embedding for cross-pla...

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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8Scalable

GNN and Transformer

less than 1 minute read

Index Papers Our Slides 1 Graph Convolutions: More than You Wanted to Know Derrick Survey ...

Edge and Dynamic computing

less than 1 minute read

Presenter Papers Paper URL Our Slides Edge MobileNets: Efficient Convolutional Neural Networks f...

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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0Basics

A general survey

less than 1 minute read

Presenter Papers Paper URL Our Slides Dr Qi Survey of Recent DeepLearning to 12 Groups / PDF ...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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5Generative

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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6Reinforcement

RLHF + InstructGPT

less than 1 minute read

Papers Paper URL Abstract Training language models to follow instructions with human feedback URL ...

Decision Transformers

1 minute read

Decision Transformer: Reinforcement Learning via Sequence Modeling Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Piet...

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4Optimization

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1Theoretical

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7MetaDomain

Meta Deep Learning

less than 1 minute read

Index Papers Our Slides 1 Invariant Risk Minimization Zhe Survey 2 Causal ...

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FMBasic

RLHF + InstructGPT

less than 1 minute read

Papers Paper URL Abstract Training language models to follow instructions with human feedback URL ...

Emergent Abilities of LLM + ICLR

1 minute read

Emergent Abilities of Large Language Models URL “an ability to be emergent if it is not present in smaller models but is present in larger models. Thus...

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FMMulti

DiffDock + ESMfold

less than 1 minute read

Papers Paper URL Abstract Evolutionary-scale prediction of atomic level protein structure with a language mo...

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