2023 Autumn FIB-LAB Group Seminar

Date Speaker Content File
Dec. 2, 2023 Jingwei Wang Uncertainty-Aware Reinforcement Learning for Bidding Strategies of Virtual Power Plant in the Day-Ahead Market [More]
Dec. 2, 2023 Yi Zhang Design of a Distributed Resource Authorization System Based on Blockchain [More]
Nov. 25, 2023 Weikang Su Joint Optimization of Base Station Deployment and Antenna Configuration in Large-Scale Networks using Hierarchical Reinforcement Learning [More]
Nov. 18, 2023 Dr. Haoqiang Liu Dynamic Coordination of Downlink Beamforming in Multi-Cell MIMO Networks: A Distributed Reinforcement Learning Perspective [More]
Nov. 9, 2023 Yinzhou Tang MSA-Net: A multi-scale information diffusion model with user activity level information [More]
Nov. 4, 2023 Yuheng Zhang Scenario Generation for Autonomous Vehicle Testing: Employing Reward-Guided Diffusion Methods [More]
Nov. 4, 2023 Wenxuan Ao Simulet: A GPU-accelerated Large-scale Traffic Simulation Platform [More]
Oct. 28, 2023 Dr. Haoye Chai KG-Diff: Knowledge Guided Conditional Diffusion Model for Controllable Spatial-temporal Mobile Traffic Generation [More]
Oct. 28, 2023 Shiyuan Zhang PacketDiff: A Practical Knowledge Guided Diffusion Model for Network Packet Trace Generation [More]
Oct. 21, 2023 Nick Plurality Matters: Investigating and Overcoming Narrow Exposure in Short-Video Recommendation [More]
Oct. 21, 2023 Yuwei Du The Interaction Between 5G and 4G Networks and the Inpact of 5G on 4G Networks [More]
Oct. 14, 2023 Yibo Ma The grid impacts of deep 5G mobile network adoption [More]
Oct. 7, 2023 Dr.Wenzhen Huang Adjustable Quantile-Guided Diffusion Policy for Diverse Behavior Generation in Offline RL [More]
Sept. 21, 2023 Jinhui Yi DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions [More]
Sept. 16, 2023 Yanxin Xi Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Road Construction [More]
Sept. 16, 2023 Hongyi Chen An Introduction to Controllable Diffusion Models and Their Applications [More]
Sept. 9, 2023 Qianyue Hao Survey: Recent Advances in Urban Intelligent Decisions [More]
Sept. 9, 2023 Zihan Yu Uncovering Dynamical Equations Governing Pedestrian Behavior from Trajectory Data [More]
Aug. 26, 2023 Fanjin Meng Decomposition and Coordinated Optimization for Large-Scale Base Station Energy Efficiency [More]
Aug. 26, 2023 Weikang Su Joint Optimization of Base Station Deployment and Antenna Configuration in Large-Scale Networks using Hierarchical Reinforcement Learning [More]
Aug. 19, 2023 Jinzhu Mao Social Network Simulation Based on Large Language Model [More]
Aug. 19, 2023 Zhilun Zhou Using Satellite and Street View Images for Sustainable Development: A Review [More]
Aug. 19, 2023 Rui Chen Reconstructing continuous-time vehicle trajectories with traffic camera video data [More]