Selected papers

"Towards Biosignals-Free Autonomous Prosthetic Hand Control via Imitation Learning." IEEE Transactions on Neural Systems and Rehabilitation Engineering (2025). Shi, Kaijie, Wanglong Lu, Hanli Zhao, Vinicius Prado da Fonseca, Ting Zou, and Xianta Jiang.  (https://sites.google.com/view/autonomous-prosthetic-hand)

Keywords: Prosthetic hand control, computer vision, imitation learning, generative models

"Simulation-Driven Imitation Learning for Biosignals-Free Shared-Autonomy Prosthetic Grasping." arXiv:2606.07389 (2026). Shi, Kaijie, Wanglong Lu, Hanli Zhao, Vinicius Prado da Fonseca, Ting Zou, and Xianta Jiang.  (https://sites.google.com/view/sim-prosthetic-grasp)

Keywords: Prosthetic hand control, computer vision, imitation learning, generative models, simulation, sim-to-real

"Voluntary Triggering of Shared-Autonomous Prosthetic Control via IMU-Based Motion Gestures." arXiv preprint arXiv:2606.21620 (2026). Aabira Zaman, Kaijie Shi, Xianta Jiang.  

Keywords: Inertial Measurement Unit (IMU), Prosthetic Control, Human-Machine Interaction, Voluntary Motion Trigger, Gesture Recognition, Motion Detection, Amputation, Assistive technology, Manual Control, Autonomous Control, Control interface, Algorithms.

"Probability-based channel pruning for depthwise separable convolutional networks." Journal of Computer Science and Technology 37, no. 3 (2022): 584-600. Zhao, Han-Li, Kai-Jie Shi, Xiao-Gang Jin, Ming-Liang Xu, Hui Huang, Wang-Long Lu, and Ying Liu.

Keywords: Network compression, channel pruning, depthwise separable convolution, batch normalization

"Tuning-Free Latent Diffusion Models for Ultrahigh-Resolution Image Editing." IEEE Transactions on Neural Networks and Learning Systems (2026). Wanglong Lu, Lingming Su, Kaijie Shi, Minglun Gong, Xiaogang Jin, Hanli Zhao, Xianta Jiang

Keywords: Modeling , Noise reduction , High-resolution imaging , Encoding , Visualization , Educational institutions , Training , Image resolution , Tuning , Diffusion models

"Do inpainting yourself: Generative facial inpainting guided by exemplars." Neurocomputing 617 (2025): 128996. Lu, Wanglong, Hanli Zhao, Xianta Jiang, Xiaogang Jin, Yong-Liang Yang, and Kaijie Shi. 

Keywords: Generative adversarial networks, Image generation, Image inpainting, Facial image inpainting

"GRIG: Data-efficient generative residual image inpainting." Computational Visual Media (2024). Lu, Wanglong, Xiaogang Jin, Xianta Jiang, Yongliang Yang, Minglun Gong, Kaijie Shi, Tao Wang, and Hanli Zhao.

Keywords: Image inpainting, few-shot learning, iterative reasoning, residual learning, generative adversarial networks.

"Generative image inpainting with enhanced gated convolution and Transformers." Displays 75 (2022): 102321. Wang, Min, Wanglong Lu, Jiankai Lyu, Kaijie Shi, and Hanli Zhao.

Keywords: Image inpainting, Transformers, Gated convolution, GAN

"TEG: image theme recognition using text-embedding-guided few-shot adaptation." Journal of Electronic Imaging 33, no. 1 (2024): 013028-013028. Wang, Jikai, Wanglong Lu, Yu Wang, Kaijie Shi, Xianta Jiang, and Hanli Zhao.

Keywords: Image theme recognition, image recognition, vision-language pre-training, deep learning