Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base. - Zimu Zheng; Puhan Luo; Yunzhe Li; Siqi Luo; Jiaheng Jian; Zhiwei Huang (e-Energy, 2022)

PianoWatch: An Intelligent Piano Understanding and Evaluation System Using Smartwatch. - Kaiwen Guo; Hao Zhou 001; Siyu Jing; Haohua Du; Puhan Luo; Jiahui Hou; Xiang-Yang Li 001 (SECON, 2023)

F2Zip: Finetuning-Free Model Compression for Scenario-Adaptive Embedded Vision. - Puhan Luo; Jiahui Hou; Mu Yuan; Guangyu Wu; Yunhao Yao; Xiang-Yang Li 001 (SenSys, 2024)

A-VL: Adaptive Attention for Large Vision-Language Models. - Junyang Zhang 001; Mu Yuan; Ruiguang Zhong; Puhan Luo; Huiyou Zhan; Ningkang Zhang; Chengchen Hu; Xiangyang Li 001 (CoRR, 2024)

QoS-Ensured Model Optimization for AIoT: A Multi-Scale Reinforcement Learning Approach. - Guangyu Wu; Fuhui Zhou; Yuben Qu; Puhan Luo; Xiang-Yang Li 001 (IEEE Trans. Mob. Comput., 2024)

Efficient Task-driven Video Data Privacy Protection for Smart Camera Surveillance System. - Zhiqiang Wang; Jiahui Hou; Guangyu Wu; Suyuan Liu; Puhan Luo; Xiang-Yang Li 001 (ACM Trans. Sens. Networks, 2024)

SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency. - Yunhao Yao; Jiahui Hou; Guangyu Wu; Yihang Cheng 002; Mu Yuan; Puhan Luo; Zhiqiang Wang; Xiang-Yang Li 001 (ACM Trans. Sens. Networks, 2024)

A-VL: Adaptive Attention for Large Vision-Language Models. - Junyang Zhang 001; Mu Yuan; Ruiguang Zhong; Puhan Luo; Huiyou Zhan; Ningkang Zhang; Chengchen Hu; Xiang-Yang Li (AAAI, 2025)

ChannelZip: SLO-Aware Channel Compression for Task-Adaptive Model Serving on IoT Devices. - Puhan Luo; Jiahui Hou; Haisheng Tan; Mu Yuan; Guangyu Wu; Kaiwen Guo; Zhiqiang Wang; Xiang-Yang Li 001 (ACM Trans. Sens. Networks, 2025)