Downhole robot path planning based on improved D* algorithmn. - Tian Ma; Jiahao Lv 001; Ming Guo (ICSPCC, 2020)

TPE: Lightweight Transformer Photo Enhancement Based on Curve Adjustment. - Tian Ma; Jinpeng An; Runtao Xi; Jiayi Yang; Jiahao Lyu 001; Fanhui Li (IEEE Access, 2022)

CLSQL: Improved Q-Learning Algorithm Based on Continuous Local Search Policy for Mobile Robot Path Planning. - Tian Ma; Jiahao Lyu 001; Jiayi Yang; Runtao Xi; Yuancheng Li; Jinpeng An; Chao Li (Sensors, 2022)

Image Enhancement Using Adaptive Region- Guided Multi-Step Exposure Fusion Based on Reinforcement Learning. - Runtao Xi; Tian Ma; Xiaolin Chen; Jiahao Lyu 001; Jiayi Yang; Kang Sun; Yu Zhang (IEEE Access, 2023)

Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection. - Jiahao Lyu 001; Minghua Zhao; Jing Hu 005; Xuewen Huang; Shuangli Du; Cheng Shi 002; Zhiyong Lv (CoRR, 2024)

Learning filter selection policies for interpretable image denoising in parametrised action space. - Runtao Xi; Jiahao Lyu 001; Tian Ma; Kang Sun; Yu Zhang; XiaoLin Chen (IET Image Process., 2024)

SDAFE: A Dual-filter Stable Diffusion Data Augmentation Method for Facial Expression Recognition. - Minghao Zhao 010; Yifei Chen; Jiahao Lyu 001; Shuangli Du; Zhiyong Lv; Lin Wang (ICASSP, 2025)

Low-light stereo image enhancement and de-noising in the low-frequency information enhanced image space. - Minghua Zhao; Xiangdong Qin; Shuangli Du; Xuefei Bai; Jiahao Lyu 001; Yiguang Liu (Expert Syst. Appl., 2025)

VADMamba: Exploring State Space Models for Fast Video Anomaly Detection. - Jiahao Lyu 001; Minghua Zhao; Jing Hu 005; Xuewen Huang; Yifei Chen; Shuangli Du (CoRR, 2025)

Learning kernel parameter lookup tables to implement adaptive bilateral filtering. - Runtao Xi; Jiahao Lyu 001; Kang Sun; Tian Ma (Vis. Comput., 2025)

Bidirectional skip-frame prediction for video anomaly detection with intra-domain disparity-driven attention. - Jiahao Lyu 001; Minghua Zhao; Jing Hu 005; Runtao Xi; Xuewen Huang; Shuangli Du; Cheng Shi 002; Tian Ma (Pattern Recognit., 2026)