2020 Autumn FIB-LAB Group Seminar

Date Speaker Content File
Dec. 24, 2020 Yinfeng Li Multi-Channel Hypergraph Convolutional Network for Users‘ Spatio-Temporal Activities Prediction [More]
Dec. 24, 2020 Hongzhi Shi Graph-like Logical Queries with Learnable Logics on Knowledge Graphs [More]
Dec. 17, 2020 Yuhan Quan Learning for tabular data with graph neural networks [More]
Dec. 17, 2020 Yanxin Xi Interpretable socioeconomic status inference from aerial imagery through urban patterns [More]
Dec. 10, 2020 Shuodi Hui Generating IoT Network Traffic with Self-Attention GAN [More]
Dec. 10, 2020 Mudan Wang Mobility network models of COVID-19 explain inequities and inform reopening [More]
Dec. 3, 2020 Jinwei Chen A Class Of Extensions To The Vehicle Routing Problem: VRPDP [More]
Dec. 3, 2020 Xinghao Yang Exploring real-world IoT devices: from network traffic to knowledge graph [More]
Nov. 26, 2020 Suhan Zhang Popular transfer modes detection [More]
Nov. 26, 2020 Yu Liu Leveraging Knowledge Graph for Urban Computing [More]
Nov. 19, 2020 Zhenhua Wang Detect IoT Privacy Information Leakage Based on Traffic classification [More]
Nov. 19, 2020 Zhilong Chen Understanding the Role of Intermediaries in Online Social E-commerce: An Exploratory Study of Beidian [More]
Nov. 12, 2020 Yukun Ping A Dual-Stage Graph Neural Network for Intention Prediction [More]
Nov. 5, 2020 Guozhen Zhang Understanding the Role of Social Influence on Customer Churn in Social E-commerce [More]
Nov. 5, 2020 Sheraz Cluster cooperation for cache-enabled D2D communications [More]
Oct. 29, 2020 Zhenyu Han Connecting intra-city mobility with distinct growth patterns of COVID-19 cases in the United States [More]
Oct. 29, 2020 Jinghua Piao Bringing Human in the Loop of Recommender Systems [More]
Oct. 22, 2020 Jianxin Chang Graph-based Bundle Generation and Recommendation [More]
Oct. 15, 2020 Fuxian Li Traffic Prediction with Graph Neural Networks [More]
Oct. 8, 2020 Chen Lin Influence Maximization GNN with Algorithmic Alignment [More]
Oct. 8, 2020 Huiming Chen Federated Optimization: From FedAvg to SCAFFOLD [More]
Oct. 8, 2020 Nian Li Memory-Augmented Graph Convolutional Networks for Social Recommendation [More]
Sept. 24, 2020 Tao Feng Reinforced Contact Tracing and Epidemic Intervening [More]
Sept. 24, 2020 Can Rong What is the Human Mobility in a New City : Transfer Mobility Knowledge Across Cities [More]
Sept. 17, 2020 Erzhuo Shao Urban Population Mapping [More]
Sept. 17, 2020 Yuan Yuan Reconstruction of the full transmission dynamics [More]
Sept. 10, 2020 Jie Feng PMF: A Privacy-preserving Human Mobility Prediction Framework via Federated Learning [More]
Sept. 10, 2020 Yali Fan Personalized Context-aware Collaborative Online Activity Prediction [More]
Sept. 3, 2020 Zefang Zong Epidemic Control [More]
Sept. 3, 2020 Yu Zheng Casual Embedding for Recommendation [More]