List of works - Depeng Jin

A City-level High-performance Spatio-temporal Mobility Simulation System

scientific article published on 19 December 2023

Contagion Process Guided Cross-scale Spatio-Temporal Graph Neural Network for Traffic Congestion Prediction

scientific article published on 22 December 2023

Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network

scientific article published in 2022

DAS: Efficient Street View Image Sampling for Urban Prediction

scientific article published on 12 January 2023

Demo: Scalable Digital Twin System for Mobile Networks with Generative AI

scientific article published on 16 June 2023

Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network

scientific article published on 04 August 2023

Enhancing Adversarial Robustness of Multi-modal Recommendation via Modality Balancing

scientific article published on 27 October 2023

Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform

scientific article published on 08 May 2024

GeoGail: A Model-based Imitation Learning Framework for Human Trajectory Synthesizing

scientific article published on 14 October 2024

Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network

scientific article published on 26 April 2023

History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network

scientific article published on 05 September 2023

KGDA: A Knowledge Graph-based Decomposition Approach for Cellular Traffic Prediction

scientific article published on 29 August 2024

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns

scientific article published on 04 August 2023

Learning from Hierarchical Structure of Knowledge Graph for Recommendation

scientific article published on 11 July 2023

Learning to Simulate Daily Activities via Modeling Dynamic Human Needs

scientific article published on 26 April 2023

MetroGNN: Metro Network Expansion with Reinforcement Learning

scientific article published on 12 May 2024

Mixed Attention Network for Cross-domain Sequential Recommendation

scientific article published on 04 March 2024

Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN

scientific article published on 10 May 2024

Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning