tsinghua-fib-lab

AgentSociety 2 is a modern, LLM-native agent simulation platform designed for social science research and experimental design. It provides a flexible framework for creating and managing...

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

[ACM CSUR 2025] Understanding World or Predicting Future? A Comprehensive Survey of World Models

[TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution

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

WorldArena: A Unified Benchmark for Evaluating Perception and Functional Utility of Embodied World Models

The official implementation of the paper "AgentSquare: Automatic LLM Agent Search in Modular Design Space""

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

[NeurIPS'24] "Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration"

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

Awesome paper list and repos of the paper "A comprehensive survey of embodied world models".

[AAAI'25 Oral] "MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector".

An index for papers on large language model agents for recommendation and search.

Yelp Simulator for WWW'25 AgentSociety Challenge

UV-SAM

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

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

[ICCV 2025] UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoing and Understanding.

LCSim: A Large-Scale Controllable Traffic Simulator

A diffusion-based framework for spatio-temporal point processes

[WWW 2025] The dataset of the paper "A Large-scale Dataset with Behavior, Attributes, and Content of Mobile Short-video Platform"

This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked systems.

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

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

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

[KDD 2025] CityGPT: Empowering Urban Spatial Cognition of Large Language Models.

MOSS: MObility Simulation System

[KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.

A curated list of awesome resources on AI Scientists based on our survey "A Comprehensive Survey of AI Scientists".

[NAACL 2025] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.