DAU-GAN: Unsupervised Object Transfiguration via Deep Attention Unit. - Zihan Ye; Fan Lyu; Jinchang Ren; Yu Sun; Qiming Fu 001; Fuyuan Hu (BICS, 2018)

SR-GAN: Semantic Rectifying Generative Adversarial Network for Zero-shot Learning. - Zihan Ye; Fan Lyu; Linyan Li; Qiming Fu 001; Jinchang Ren; Fuyuan Hu (ICME, 2019)

An Object Attribute Guided Framework for Robot Learning Manipulations from Human Demonstration Videos. - Qixiang Zhang; Junhong Chen; Dayong Liang; Huaping Liu; Xiaojing Zhou; Zihan Ye; Wenyin Liu (IROS, 2019)

Social Media Popularity Prediction Based on Visual-Textual Features with XGBoost. - Junhong Chen; Dayong Liang; Zhanmo Zhu; Xiaojing Zhou; Zihan Ye; Xiuyun Mo (ACM Multimedia, 2019)

Unsupervised Object Transfiguration with Attention. - Zihan Ye; Fan Lyu; Linyan Li; Yu Sun; Qiming Fu 001; Fuyuan Hu (Cogn. Comput., 2019)

Associating Multi-Scale Receptive Fields For Fine-Grained Recognition. - Zihan Ye; Fuyuan Hu; Yin Liu; Zhenping Xia; Fan Lyu; Pengqing Liu (ICIP, 2020)

Multi-Domain Multi-Task Rehearsal for Lifelong Learning. - Fan Lyu; Shuai Wang; Wei Feng 005; Zihan Ye; Fuyuan Hu; Song Wang 002 (AAAI, 2021)

Towards Better Text-Image Consistency in Text-to-Image Generation. - Zhaorui Tan; Zihan Ye; Xi Yang 008; Qiufeng Wang 001; Yuyao Yan; Kaizhu Huang (CoRR, 2022)

Differentiable Meta logical Programming. - Zihan Ye; Hikaru Shindo; Devendra Singh Dhami; Kristian Kersting (CoRR, 2022)

Disentangling Semantic-to-Visual Confusion for Zero-Shot Learning. - Zihan Ye; Fuyuan Hu; Fan Lyu; Linyan Li; Kaizhu Huang (IEEE Trans. Multim., 2022)

Rebalanced Zero-Shot Learning. - Zihan Ye; Guanyu Yang 002; Xiaobo Jin; Youfa Liu; Kaizhu Huang (IEEE Trans. Image Process., 2023)

A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models. - Oleg Arenz; Philipp Dahlinger; Zihan Ye; Michael Volpp; Gerhard Neumann (Trans. Mach. Learn. Res., 2023)

Semantic Similarity Distance: Towards better text-image consistency metric in text-to-image generation. - Zhaorui Tan; Xi Yang 008; Zihan Ye; Qiufeng Wang 001; Yuyao Yan; Anh Nguyen 003; Kaizhu Huang (Pattern Recognit., 2023)

Advancements in Translation Accuracy for Stereo Visual-Inertial Initialization. - Han Song; Zhongche Qu; Zhi Zhang; Zihan Ye; Cong Liu (ACIRS, 2024)

Effective Message Hiding with Order-Preserving Mechanisms. - Yu Gao; Xuchong Qiu; Zihan Ye (BMVC, 2024)

ETA-INIT: Enhancing the Translation Accuracy for Stereo Visual-Inertial SLAM Initialization. - Han Song; Zhongche Qu; Zhi Zhang; Zihan Ye; Cong Liu (CoRR, 2024)

Exploring Data Efficiency in Zero-Shot Learning with Diffusion Models. - Zihan Ye; Shreyank N. Gowda; Xiaobo Jin; Xiaowei Huang 001; Haotian Xu; Yaochu Jin; Kaizhu Huang (CoRR, 2024)

Improved Feature Generating Framework for Transductive Zero-shot Learning. - Zihan Ye; Xinyuan Ru; Shiming Chen 002; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (CoRR, 2024)

ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning. - Zihan Ye; Shreyank N. Gowda; Shiming Chen 002; Xiaowei Huang 001; Haotian Xu; Fahad Shahbaz Khan; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (ICLR, 2025)

An improved adaptive decomposition and reconstruction-based signal denoising method for wind turbine drive systems. - Peng Cui; Liming Wang; Haining Lu; Zihan Ye; Shengjie Liu; Fangyi Li; Jianfeng Li; Yanyan Nie (Adv. Eng. Informatics, 2025)

Zero-shot Robotic Manipulation with Language-guided Instruction and Formal Task Planning. - Junfeng Tang; Zihan Ye; Yuping Yan; Ziqi Zheng; Ting Gao; Yaochu Jin (CoRR, 2025)

Interpretable Zero-shot Learning with Infinite Class Concepts. - Zihan Ye; Shreyank N. Gowda; Shiming Chen 002; Yaochu Jin; Kaizhu Huang; Xiaobo Jin (CoRR, 2025)

Learning from Less: Guiding Deep Reinforcement Learning with Differentiable Symbolic Planning. - Zihan Ye; Oleg Arenz; Kristian Kersting (CoRR, 2025)

Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering. - Jiayi Song 001; Zihan Ye; Qingyuan Zhou; Weidong Yang 001; Ben Fei; Jingyi Xu; Ying He 001; Wanli Ouyang (CoRR, 2025)

Anyone Can Jailbreak: Prompt-Based Attacks on LLMs and T2Is. - Ahmed B. Mustafa; Zihan Ye; Yang Lu; Michael P. Pound; Shreyank N. Gowda (CoRR, 2025)

TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis. - Shunian Chen; Hejin Huang; Yexin Liu; Zihan Ye; Pengcheng Chen; Chenghao Zhu; Michael Guan; Rongsheng Wang; Junying Chen; Guanbin Li; Ser-Nam Lim; Harry Yang; et al. (CoRR, 2025)

MSSTGIN: A novel adaptive graph method for long-term traffic speed forecasting considering global-local multiscale spatiotemporal correlations. - Chentao Yao; Fumin Zou; Xu Luo; Zihan Ye (Expert Syst. Appl., 2026)