FIB LAB, Tsinghua University (@tsinghua-fib-lab)
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tsinghua-fib-lab

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  • Stars
    star
    2,735
  • Global Org. Rank 7,552 (Top 3 %)
  • Registered over 3 years ago
  • Most used languages
    Python
         87.6 %
    Jupyter Notebook
         6.7 %
    C++
         3.4 %
    Go
         1.1 %
    Cuda     1.1 %
  • Location 🇨🇳 China
  • Country Total Rank 3,345
  • Country Ranking
    Cuda     93
    Jupyter Notebook
         208
    Python
         594
    C++
         3,165
    Go
         4,939

Top repositories

1

GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
942
star
2

Traffic-Benchmark

Python
267
star
3

DRL-urban-planning

A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
Jupyter Notebook
176
star
4

DICE

The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)
Python
147
star
5

UniST

Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
Python
91
star
6

SIGIR21-SURGE

Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
Python
83
star
7

CLSR

The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
Python
70
star
8

UV-SAM

UV-SAM
Jupyter Notebook
68
star
9

Spatio-temporal-Diffusion-Point-Processes

A diffusion-based framework for spatio-temporal point processes
Python
57
star
10

DGCN

The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)
Python
56
star
11

Causal-Recommender-Systems

An index of causal inference based recommendation algorithms (TOIS).
46
star
12

LCSim

LCSim: A Large-Scale Controllable Traffic Simulator
Jupyter Notebook
42
star
13

GPD

The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation".
Python
35
star
14

Activity-Trajectory-Generation

The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
Python
27
star
15

ACL24-EconAgent

Python
26
star
16

Collective-Mobility-Model

C++
25
star
17

MBGCN

Python
25
star
18

OD_benckmark

The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
25
star
19

PIML

The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)
Python
21
star
20

road-planning-for-slums

A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)
Python
20
star
21

KSTDiff-Urban-flow-generation

Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
Python
17
star
22

NetworkTrafficGeneration

Python
16
star
23

Urban-Cup-2023

Urban Cup 2023
15
star
24

WTG-DVR

The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)
Python
15
star
25

Activity-Simulation-SAND

The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)
Python
14
star
26

Graph-Denoising-SocialRec

The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)
Python
14
star
27

City-Camera-Trajectory-Data

City-scale Vehicle Trajectory Data From Traffic Camera Videos
Jupyter Notebook
14
star
28

UrbanKG-KnowCL

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction
Python
13
star
29

moss

MOSS: MObility Simulation System
Cuda
13
star
30

DiskNet

Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)
Python
13
star
31

PateGail

Python
12
star
32

Cam-Traj-Rec

Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)
Python
11
star
33

CityBench

CityBench: Evaluating the Capabilities of Large Language Model as World Model
Python
11
star
34

UrbanKG-KnowSite

KnowSite: Leveraging Urban Knowledge Graph for Site Selection
Python
11
star
35

pycityagent

OpenCity | City Agent Python SDK
Python
10
star
36

TrajSynVAE

Python
10
star
37

CFChurn

Python
10
star
38

SPDiff

Python
10
star
39

UGI

Urban Generative Intelligence (UGI): A Foundational Platform for Embodied Agent and Future City
10
star
40

DeepMobility

The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.
Python
10
star
41

MMVC_de_com

The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"
10
star
42

AMCNet

The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)
Python
9
star
43

Adaptive-Information-Dynamic-Model

Jupyter Notebook
9
star
44

SIRI

The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).
Python
9
star
45

HENCE

The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Origin-destination Flow Data
Python
9
star
46

DRL-Rumor-Mitigation

Python
9
star
47

Large-Scale-MARL-GATMF

Python
7
star
48

MetroGNN

Python
7
star
49

pycitysim

[Archived] Move to pycitydata
Python
7
star
50

DISGCN

We release two datasets for social recommendation, along with the implementation of DISGCN model.
7
star
51

ODForecasting

Python
6
star
52

NMTR

Python
6
star
53

Mobile-Traffic-Prediction-sigspatial23

The official implementation of "Empowering Spatial Knowledge Graph for Mobile Traffic Prediction" (Sigspatial'23)
Python
6
star
54

KG-socioeconomic-indicator-prediction

Official implementation of "Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network"(WWW'23)
Python
6
star
55

CommutingODGen-Dataset

Python
6
star
56

STAGE

The pytorch implementation of "Spatiotemporal-aware Session-based Recommendation with Graph Neural Networks" (CIKM 2022).
Python
6
star
57

POEM

The official PyTorch implementation of our paper, "Modeling the Effect of Persuasion Factor on User Decision for Recommendation" (SIGKDD'22).
Python
5
star
58

Mobility-Simulation-System

SIGSPATIAL 2023: A City-level High Performance Spatio-temporal Mobility Simulation System
Go
5
star
59

AgentMove

AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework
5
star
60

LIMP

LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction
5
star
61

RecSys2023-SINE

The official code repository of our RecSys 2023 paper.
4
star
62

FRAME

Python
4
star
63

G2DBP

Learning to Solve Grouped 2D Bin Packing Problems in Manufacturing Industry
Python
4
star
64

MSC

The official PyTorch implementation and dataset of "Community Value Prediction in Social E-commerce" (WebConf '21)
Python
4
star
65

BGGN

C++
4
star
66

PlanBench

Python
4
star
67

SIGIR24-FRec

Python
4
star
68

generate-od-pubtools

Python
4
star
69

GRAPE

Python
3
star
70

ResInf

This repo contains the codes and data for our submitted Nature Communications paper under review: Deep learning resilience inference for complex networked systems.
Python
3
star
71

MAG-Customer-Value-Prediction

Open Code for WWW21-Predicting Customer Value with Social Relationships via Motif-based Graph Attention Networks
Python
3
star
72

DeepMove

Python
3
star
73

WWW2023-DFAR

Python
3
star
74

mosstool

The Toolbox of MObility Simulation System
Python
3
star
75

Anonymous-OpenCity

OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM Agents
Python
2
star
76

Social-E-Commerce-Dataset

User-behavior dataset and social-network dataset of social e-commerce website.
2
star
77

WWW2024-Modality-Debiasing

Python
2
star
78

DPLink

Python
2
star
79

ODPrediction

Python
2
star
80

SlowFastSeparation

Python
2
star
81

DCN

Python
2
star
82

learn-to-select

Code for the EURO Meets NeurIPS 2022 Vehicle Routing Competition
C++
2
star
83

GenNet_scientific_data

The repository offers "GenNet" (an interactive simulator that generates a Synthetic Data Ecosystem for Mobile Communication Networks) along with Synthetic Data (including the user data, the wireless environment data, and the network performance data).
Python
2
star
84

ODConstruction

Python
2
star
85

CDGON-KDD24

Python
2
star
86

KDD2023-ID546-UrbanInfra

Python
2
star
87

VOLUNTEER

Python
2
star
88

moss-opt-showcases

Some Showcases based on MOSS
Jupyter Notebook
2
star
89

COLA

Python
2
star
90

TDNetGen

Python
2
star
91

moss-benchmark

[NeurIPS 2024 Dataset and Benchmark] Transportation System Optimization using MOSS
Python
2
star
92

cityproto

The protobuf-driven data structure definition for MOSS, OpenCity, CityBench, e.t.c.
Python
2
star
93

CityGPT

CityGPT: Empowering Urban Spatial Cognition of Large Language Models
2
star
94

CAPE

The official implementation of "Persuade to Click: Context-aware Persuasion Model for Online Textual Advertisement"
1
star
95

KGDA

dataset and code of KGDA
1
star
96

TECRL

Python
1
star
97

DeepSTN

Python
1
star
98

UKGC

Python
1
star
99

citystreetview

[MOVE TO pycitysim] OpenCity | city street view collection helper Python package
Python
1
star
100

STTF

Python
1
star