5 papers
Reinforcement Learning-Enabled Agent for Transmitter Optimization in Digital-Analog Radio-over-Fiber Fronthaul
Junhao Zhao, Huayuan Qin, Ouhan Huang +14
Digital-analog radio-over-fiber (DA-RoF) has emerged as a promising fronthaul solution that combines the high spectral efficiency of analog transmission with the robustness of digi…
Fully multiplexed photonic tensor computing
Aolong Sun, Junhao Zhao, Fangchen Hu +21
Tensor operations dominate modern computational workloads, yet their further acceleration demands hardware platforms with greater parallelism. Although photonic computing provides…
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI
Sizhe Xing, Aolong Sun, Chengxi Wang +18
The rapid advancement of generative artificial intelligence (AI) in recent years has profoundly reshaped modern lifestyles, necessitating a revolutionary architecture to support th…
Edge-guided inverse design of digital metamaterial-based mode multiplexers for high-capacity multi-dimensional interconnect
Aolong Sun, Sizhe Xing, Xuyu Deng +17
The escalating demands of compute-intensive applications urgently necessitate the adoption of optical interconnect technologies to overcome bottlenecks in scaling computing systems…
Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles
Ouhan Huang, Huanle Rao, Xiaowen Cai +5
Forecasting vehicle behavior within complex traffic environments is pivotal within Intelligent Transportation Systems (ITS). Though this technology plays a significant role in alle…