Pattern-learning-based Noise Elimination Algorithm in Photoacoustic Sensing and Imaging. - Zhi Tu; Boshi Wang; Tingyang Duan; Fei Gao 010 (EMBC, 2018)

SUNet: A Lesion Regularized Model for Simultaneous Diabetic Retinopathy and Diabetic Macular Edema Grading. - Zhi Tu; Shenghua Gao; Kang Zhou 001; Xianing Chen; Huazhu Fu; Zaiwang Gu; Jun Cheng 003; Zehao Yu 002; Jiang Liu 001 (ISBI, 2020)

Sparse-Gan: Sparsity-Constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image. - Kang Zhou 001; Shenghua Gao; Jun Cheng 003; Zaiwang Gu; Huazhu Fu; Zhi Tu; Jianlong Yang; Yitian Zhao; Jiang Liu 001 (ISBI, 2020)

Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates. - Shenhan Qian; Zhi Tu; Yihao Zhi; Wen Liu 003; Shenghua Gao (ICCV, 2021)

Liquid Warping GAN With Attention: A Unified Framework for Human Image Synthesis. - Wen Liu 003; Zhixin Piao; Zhi Tu; Wenhan Luo; Lin Ma 002; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Rapid Image Labeling via Neuro-Symbolic Learning. - Yifeng Wang 002; Zhi Tu; Yiwen Xiang; Shiyuan Zhou; Xiyuan Chen; Bingxuan Li; Tianyi Zhang 001 (KDD, 2023)

TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems. - Yao Deng; Jiaohong Yao; Zhi Tu; Xi Zheng 001; Mengshi Zhang; Tianyi Zhang 001 (CoRR, 2023)

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision. - Lu Ling; Yichen Sheng; Zhi Tu; Wentian Zhao; Cheng Xin; Kun Wan 001; Lantao Yu; Qianyu Guo; Zixun Yu; Yawen Lu; Xuanmao Li; Xingpeng Sun; et al. (CVPR, 2024)

HEPHA: A Mixed-Initiative Image Labeling Tool for Specialized Domains. - Shiyuan Zhou; Bingxuan Li; Xiyuan Chen; Zhi Tu; Yifeng Wang 002; Yiwen Xiang; Tianyi Zhang 001 (IUI, 2025)

Multi-modal Traffic Scenario Generation for Autonomous Driving System Testing. - Zhi Tu; Liangkun Niu; Wei Fan; Tianyi Zhang 001 (Proc. ACM Softw. Eng., 2025)

Multi-modal Traffic Scenario Generation for Autonomous Driving System Testing. - Zhi Tu; Liangkun Niu; Wei Fan; Tianyi Zhang (CoRR, 2025)

TARGET: Traffic Rule-Based Test Generation for Autonomous Driving via Validated LLM-Guided Knowledge Extraction. - Yao Deng; Zhi Tu; Jiaohong Yao; Mengshi Zhang; Tianyi Zhang 001; James Xi Zheng (IEEE Trans. Software Eng., 2025)