ILLIDAN Lab (@illidanlab)
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Top repositories

1

Simulator

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
Python
193
star
2

T-LSTM

Time-Aware LSTM
Python
174
star
3

personaGPT

Implementation of PersonaGPT Dialog Model
Python
98
star
4

dpgan

Source code of paper "Differentially Private Generative Adversarial Network"
Python
66
star
5

MoCL-DK

Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge
Python
40
star
6

SplitMix

[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
Python
39
star
7

cdrl

Collaborative Deep Reinforcement Learning
Python
32
star
8

opolo-code

Python
29
star
9

FADE

[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.
Python
26
star
10

FedRBN

[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
Python
25
star
11

rpg

Ranking Policy Gradient
Python
23
star
12

ABD

[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
Python
22
star
13

MolSearch

Implementation of MolSearch paper
Python
20
star
14

urgent-care-comparative

Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning Approaches
Python
20
star
15

FOSTER

Python
17
star
16

RCA

Implementation for paper: RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection
Python
13
star
17

subspace-net

Subspace Network -- Research Paper, Supplemental, Code.
Python
9
star
18

fedface

Experimental pipeline for FedFace.
Python
9
star
19

AMTL

Asynchronous Multi-Task Learning
Java
9
star
20

inversion-influence-function

Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023
Python
9
star
21

DMTL-DDI

Algorithms and experimental data for the manuscript "Identifying Drug-Drug Interactions via Deep Multi-Task Learning"
Python
8
star
22

incomplete-multimodal-kd

Python
8
star
23

ConvexClustering

source code for efficient Convex Clustering and Robust Convex Clustering.
C
8
star
24

HyFL

Hybrid Federate Learning Framework for Financial Crime Detection
Python
8
star
25

dp-damtl

source code of paper kdd2017-"Privacy-Preserving Distributed Multi-Task Learning with Asynchronous Updates"
Java
7
star
26

SAIL

Code implementation for Self-Adaptive Imitation Learning
Python
7
star
27

HighFrequencyTrading

A repository for sharing trading simulation codes
Jupyter Notebook
6
star
28

HHNE

Python
6
star
29

iMTL

interactive Multi-Task Learning
MATLAB
5
star
30

med-attack

Implementation for paper Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models
Python
5
star
31

Non-convex-solver-iPiano

MATLAB
4
star
32

Single_oodwatermark

Python
2
star
33

PyMalsar

Python distribution of MALSAR package.
Python
2
star
34

discriminative-fusion

Discriminative fusion of multiple brain networks
MATLAB
2
star
35

SourceCode-Multi-Modality-Disease-Modeling-CDMF

Python
1
star
36

Cvx-SparsePCA

MATLAB
1
star
37

RobustUDA

Python
1
star
38

PRL

Implementation of the paper: Learning Deep Neural Networks under Agnostic Corrupted Supervision
Python
1
star
39

spark_recommender

An example of recommender system based on Spark.
HTML
1
star