2023 Spring FIB-LAB Group Seminar

Date Speaker Content File
July 8, 2023 Dr. Huan Yan A Literature Review on Spatiotemporal Modeling in Intelligent Transportation [More]
July 8, 2023 Lin Chen Microscopic Segregation and Macroscopic Urban Morphology: A Review [More]
July 8, 2023 Ruikun Li A Data-driven Method for Automatic Learning Slow and Fast System Dynamics [More]
June 25, 2023 Jiahui Gong STTF: A Spatial-Temporal Transformer Framework for Mobile Network Prediction [More]
June 17, 2023 Dr. Wenzhen Huang A brief introduction to offline RL [More]
June 17, 2023 Shiyuan Zhang An approach to generating app behavior based on the diffusion model [More]
June 10, 2023 Xin Zhang Understanding the Development of Urban Villages with Segment Anything Model [More]
June 3, 2023 Zefang Zong Solving Constrained Combinatorial Optimization via Safe Reinforcement Learning [More]
June 3, 2023 Qiaohong Yu A Scalable Digital Twin System for Mobile Communication Networks with Generative AI [More]
June 3, 2023 Changzheng Gao Closed-loop driving behavior simulation [More]
May 27, 2023 Tao Feng Action Representation of Reinforcement Learning Based on Self-Supervised Learning [More]
May 27, 2023 Yiwen Song Controllable continuous diffusion model for mobility trajectory generation with user profile guidance [More]
May 27, 2023 Hongjie Sui An overview of origin-destination matrix prediction [More]
May 20, 2023 Dr. Yuming Lin The urban rhythm: spatio-temporal variations in the traveling waves of activities [More]
May 20, 2023 Jun Zhang Relationship Between Autonomous Driving Strategies and Urban Traffic Efficiency: A Simulation-based Study [More]
May 20, 2023 Yi Zhang Design and Implementation of a Distributed Resource Authorization System Based on Blockchain [More]
May 20, 2023 Qingyue Long Individual Trajectory Generation Integrating Population Distribution [More]
May 13, 2023 Nick Kuaishou Behavioral Trends with Implications for Addiction [More]
May 13, 2023 Jinhui Yi Spatio-Temporal Model for Delivery Timely Rate Prediction under anomaly condition [More]
May 6, 2023 Mudan Wang Contrastive Learning Enhanced Spatial-temporal Graph Neural Network for Traffic Forecasting [More]
May 6, 2023 Jinwei Chen Reinforcement learning for Customized Bus Routing Design [More]
April 28, 2023 Zhihong Lu The Development of Interdisciplinary Research under the Covid-19 Global Pandemic [More]
April 28, 2023 Jingwei Wang Learning a generalizable reinforcement learning policy via a hyper network [More]
April 22, 2023 Yunke Zhang Inequity in Electric Vehicle Charging Infrastructure [More]
April 22, 2023 Chang Liu Data-driven Resilience Inference and Control for Complex Networked Systems [More]
April 15, 2023 Jinwei Zeng An Overview of Traditional Carbon Emission Estimation Methods and A Trial to Predict Urban Carbon Emissions using Multi-Source Urban Data [More]
April 15, 2023 Yu Shang Exploring frustration pattern and neural network trainability [More]
April 15, 2023 Lin Chen Deconstructing the Emergence of High-impact Papers [More]
April 15, 2023 Zhilun Zhou Crowd Flow Generation via Diffusion Model [More]
April 6, 2023 Dr. Jingtao Ding Diffusion probabilistic modeling framework for spatiotemporal data [More]
April 6, 2023 Zhilong Chen Gender and OA [More]
April 6, 2023 Yanxin Xi Using machine learning to assess the livelihood impact of electricity access [More]
April 6, 2023 Yuheng Zhang Introducing Social Cognition Modeling into Urban Simulation: A System Design [More]
April 1, 2023 Zhenyu Han Epidemic Development Through the Lens of Geo-Tagged Imagery [More]
April 1, 2023 Jinghua Piao Universal Fragmentation Patterns in Co-evolving Bipartite Systems [More]
April 1, 2023 Rui Chen Scale-free resilience of real traffic jams [More]
March 25, 2023 Hongyi Chen Simulating Human Crowds with Crowd Dynamics [More]
March 25, 2023 Weikang Su Wireless network coverage optimization research sharing [More]
March 25, 2023 Yinzhou Tang Data-driven Modeling of Macro-Micro Collaborative Infectious Disease Transmission [More]
March 18, 2023 Dr. Wenzhen Huang Reinforcement Learning Method for Base Station Energy Saving [More]
March 18, 2023 Dr. Lei Chen Two Recommendation Tasks in Meituan [More]
March 18, 2023 Nian Li Consumption Inequality of Vulnerable Users in Short-video Platform [More]
March 18, 2023 Wenxuan Zhou The Impact of Telecommuting on Human Mobility and Urban Structure [More]
March 11, 2023 Yibo Ma Carbon Emissions and Data-Driven Mitigation Method of 4G and 5G Mobile Networks [More]
March 11, 2023 Dr. Haoqiang Liu DT-SimNet: A Digital Twin Driven Simulator for Mobile Communication Networks Using Multi-agent Reinforcement Learning [More]
March 4, 2023 Nick Modeling Fine-Grained Diversity Sensitivity for Recommendation [More]
March 4, 2023 Dr. Jiazhen Liu Emergence of Polarization in Coevolving Networks [More]
March 4, 2023 Dr. Fenyu Jiang PEFNet: a Physics Embedded Fading Network for Path Loss Estimation [More]
Feb. 25, 2023 Yuan Yuan Spatio-temporal Diffusion Point Processes [More]
Feb. 25, 2023 Dr. Tong Li MNDT: How Can Mobile Network Digital Twin Empower 6G? [More]
Feb. 25, 2023 Wenxuan Ao Learning to Solve Grouped 2D Bin Packing Problems in the Manufacturing Industry [More]
Feb. 25, 2023 Fudan Yu City-scale Vehicle Trajectory Recovery and Application Research Directions [More]
Feb. 18, 2023 Jun Zhang City simulation cutting-edge research sharing [More]
Feb. 18, 2023 Jingyi Wang Understanding the Influences of Social Ties on People’s COVID-19 Beliefs [More]
Feb. 18, 2023 Zihan Yu Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation [More]
Feb. 18, 2023 Guanyu Lin DiffuRec: Sparse Attentive Diffusion for Long-sequence Recommendation [More]
Feb. 11, 2023 Qianyue Hao GAT-MF: Graph Attention Mean Field for Very Large Scale Multi-Agent Reinforcement Learning [More]
Feb. 11, 2023 Yu Zheng Road Planning for Slums via Deep Reinforcement Learning [More]
Feb. 11, 2023 Can Rong City-wide Origin-Destination Matrix Generation via Graph Denoising Diffusion [More]