Pinned Repositories
ACL24-EconAgent
Collective-Mobility-Model
DICE
The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
LLM-Agent-Based-Modeling-and-Simulation
OD_benckmark
The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
SIGIR21-SURGE
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
Traffic-Benchmark
UniST
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
FIB LAB, Tsinghua University's Repositories
tsinghua-fib-lab/DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities. (Nature Computational Science)
tsinghua-fib-lab/UniST
Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)
tsinghua-fib-lab/LCSim
LCSim: A Large-Scale Controllable Traffic Simulator
tsinghua-fib-lab/ACL24-EconAgent
tsinghua-fib-lab/DiskNet
Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)
tsinghua-fib-lab/moss
MOSS: MObility Simulation System
tsinghua-fib-lab/pycityagent
OpenCity | City Agent Python SDK
tsinghua-fib-lab/CommutingODGen-Dataset
tsinghua-fib-lab/pycitysim
[Archived] Move to pycitydata
tsinghua-fib-lab/AgentMove
AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework
tsinghua-fib-lab/CDGON-KDD24
tsinghua-fib-lab/LIMP
LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction
tsinghua-fib-lab/mosstool
The Toolbox of MObility Simulation System
tsinghua-fib-lab/COLA
tsinghua-fib-lab/ResInf
This repo contains the codes and data for our submitted Nature Communications paper under review: Deep learning resilience inference for complex networked systems.
tsinghua-fib-lab/CityGPT
CityGPT: Empowering Urban Spatial Cognition of Large Language Models
tsinghua-fib-lab/cityproto
The protobuf-driven data structure definition for MOSS, OpenCity, CityBench, e.t.c.
tsinghua-fib-lab/moss-benchmark
[NeurIPS 2024 Dataset and Benchmark] Transportation System Optimization using MOSS
tsinghua-fib-lab/opendiff
tsinghua-fib-lab/MAN
tsinghua-fib-lab/STTF
tsinghua-fib-lab/Anonymous-OpenCity
OpenCity: A Scalable Platform to Simulate Urban Activities with Massive LLM Agents
tsinghua-fib-lab/CoNEXT24-NetDiff
NetDiff uses a hierarchical generation structure to model mobile users' interactions with network services, like app usage traces. It leverages these traces to guide network flow generation, avoiding pattern collapse by gradually eliminating noise and using service conditions for precise control at each generation step.
tsinghua-fib-lab/embodied-city-python-sdk
A Simple Python SDK to interact with the Embodied City API.
tsinghua-fib-lab/EmbodiedCity
tsinghua-fib-lab/GenNet_Bench
This is the implement of NeurIPS'24 "GenNet: A Generative AI-Driven Mobile Network Simulator for Multi-Objective Network Optimization"
tsinghua-fib-lab/LLM-Rationality-Benchmark
tsinghua-fib-lab/pycitydata
City Data Python SDK
tsinghua-fib-lab/routing
Routing Server for moss/mosstool/pycitysim
tsinghua-fib-lab/VLMEvalKit
Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 40+ benchmarks