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GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)Traffic-Benchmark
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)DICE
The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)UniST
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)SIGIR21-SURGE
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".CLSR
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)UV-SAM
UV-SAMSpatio-temporal-Diffusion-Point-Processes
A diffusion-based framework for spatio-temporal point processesDGCN
The official implementation of "DGCN: Diversified Recommendation with Graph Convolutional Networks" (WWW '21)Causal-Recommender-Systems
An index of causal inference based recommendation algorithms (TOIS).LCSim
LCSim: A Large-Scale Controllable Traffic SimulatorGPD
The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation".Activity-Trajectory-Generation
The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"ACL24-EconAgent
Collective-Mobility-Model
MBGCN
OD_benckmark
The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and TechniquesPIML
The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)road-planning-for-slums
A deep reinforcement learning (DRL) based approach for slum upgrading. (KDD' 23)KSTDiff-Urban-flow-generation
Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)NetworkTrafficGeneration
Urban-Cup-2023
Urban Cup 2023WTG-DVR
The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)Activity-Simulation-SAND
The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)Graph-Denoising-SocialRec
The official implementation of "Robust Preference-Guided Denoising for Graph based Social Recommendation" (WWW'23)City-Camera-Trajectory-Data
City-scale Vehicle Trajectory Data From Traffic Camera VideosUrbanKG-KnowCL
Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Predictionmoss
MOSS: MObility Simulation SystemDiskNet
Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)PateGail
Cam-Traj-Rec
Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)CityBench
CityBench: Evaluating the Capabilities of Large Language Model as World ModelUrbanKG-KnowSite
KnowSite: Leveraging Urban Knowledge Graph for Site Selectionpycityagent
OpenCity | City Agent Python SDKTrajSynVAE
CFChurn
SPDiff
UGI
Urban Generative Intelligence (UGI): A Foundational Platform for Embodied Agent and Future CityDeepMobility
The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.MMVC_de_com
The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"AMCNet
The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)Adaptive-Information-Dynamic-Model
HENCE
The official implementation of AAAI 2024 paper: Estimating On-road Transportation Carbon Emissions from Open Data of Road Network and Origin-destination Flow DataDRL-Rumor-Mitigation
Large-Scale-MARL-GATMF
MetroGNN
pycitysim
[Archived] Move to pycitydataDISGCN
We release two datasets for social recommendation, along with the implementation of DISGCN model.ODForecasting
NMTR
Mobile-Traffic-Prediction-sigspatial23
The official implementation of "Empowering Spatial Knowledge Graph for Mobile Traffic Prediction" (Sigspatial'23)KG-socioeconomic-indicator-prediction
Official implementation of "Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network"(WWW'23)CommutingODGen-Dataset
STAGE
The pytorch implementation of "Spatiotemporal-aware Session-based Recommendation with Graph Neural Networks" (CIKM 2022).POEM
The official PyTorch implementation of our paper, "Modeling the Effect of Persuasion Factor on User Decision for Recommendation" (SIGKDD'22).Mobility-Simulation-System
SIGSPATIAL 2023: A City-level High Performance Spatio-temporal Mobility Simulation SystemAgentMove
AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic FrameworkLIMP
LIMP: Large Language Model Enhanced Intent-aware Mobility PredictionRecSys2023-SINE
The official code repository of our RecSys 2023 paper.FRAME
G2DBP
Learning to Solve Grouped 2D Bin Packing Problems in Manufacturing IndustryMSC
The official PyTorch implementation and dataset of "Community Value Prediction in Social E-commerce" (WebConf '21)BGGN
PlanBench
SIGIR24-FRec
generate-od-pubtools
GRAPE
ResInf
This repo contains the codes and data for our submitted Nature Communications paper under review: Deep learning resilience inference for complex networked systems.MAG-Customer-Value-Prediction
Open Code for WWW21-Predicting Customer Value with Social Relationships via Motif-based Graph Attention NetworksDeepMove
WWW2023-DFAR
mosstool
The Toolbox of MObility Simulation SystemAnonymous-OpenCity
OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM AgentsSocial-E-Commerce-Dataset
User-behavior dataset and social-network dataset of social e-commerce website.WWW2024-Modality-Debiasing
DPLink
ODPrediction
SlowFastSeparation
DCN
learn-to-select
Code for the EURO Meets NeurIPS 2022 Vehicle Routing CompetitionGenNet_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).ODConstruction
CDGON-KDD24
KDD2023-ID546-UrbanInfra
VOLUNTEER
moss-opt-showcases
Some Showcases based on MOSSCOLA
TDNetGen
moss-benchmark
[NeurIPS 2024 Dataset and Benchmark] Transportation System Optimization using MOSScityproto
The protobuf-driven data structure definition for MOSS, OpenCity, CityBench, e.t.c.CityGPT
CityGPT: Empowering Urban Spatial Cognition of Large Language ModelsCAPE
The official implementation of "Persuade to Click: Context-aware Persuasion Model for Online Textual Advertisement"KGDA
dataset and code of KGDATECRL
DeepSTN
UKGC
citystreetview
[MOVE TO pycitysim] OpenCity | city street view collection helper Python packageSTTF
LLM-Agent-Based-Modeling-and-Simulation
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