Support Matching: A Novel Regularization to Escape from Mode Collapse in GANs. - Yinghua Yao; Yuangang Pan; Ivor W. Tsang; Xin Yao 001 (ICONIP (4), 2019)

TRIP: Refining Image-to-Image Translation via Rival Preferences. - Yinghua Yao; Yuangang Pan; Ivor W. Tsang; Xin Yao 001 (CoRR, 2021)

Robust Deep Learning Models against Semantic-Preserving Adversarial Attack. - Yunce Zhao; Dashan Gao; Yinghua Yao; Zeqi Zhang; Bifei Mao; Xin Yao 001 (IJCNN, 2023)

Earning Extra Performance From Restrictive Feedbacks. - Jing Li 009; Yuangang Pan; Yueming Lyu; Yinghua Yao; Yulei Sui; Ivor W. Tsang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

PC-X: Profound Clustering via Slow Exemplars. - Yuangang Pan; Yinghua Yao; Ivor W. Tsang (CPAL, 2024)

Alpha and Prejudice: Improving α-sized Worst-case Fairness via Intrinsic Reweighting. - Jing Li 009; Yinghua Yao; Yuangang Pan; Xuanqian Wang; Ivor W. Tsang; Xiuju Fu (CoRR, 2024)

Generative Adversarial Ranking Nets. - Yinghua Yao; Yuangang Pan; Jing Li 009; Ivor W. Tsang; Xin Yao 001 (J. Mach. Learn. Res., 2024)

Differential-Critic GAN: Generating What You Want by a Cue of Preferences. - Yinghua Yao; Yuangang Pan; Ivor W. Tsang; Xin Yao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Sanitized clustering against confounding bias. - Yinghua Yao; Yuangang Pan; Jing Li 009; Ivor W. Tsang; Xin Yao 001 (Mach. Learn., 2024)

PROUD: PaRetO-gUided diffusion model for multi-objective generation. - Yinghua Yao; Yuangang Pan; Jing Li 009; Ivor W. Tsang; Xin Yao 001 (Mach. Learn., 2024)

Generation With Nuanced Changes: Continuous Image-to-Image Translation With Adversarial Preferences. - Yinghua Yao; Yuangang Pan; Ivor W. Tsang; Xin Yao 001 (IEEE Trans. Artif. Intell., 2025)

Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization. - Yuanyuan Chang; Yinghua Yao; Tao Qin; Mengmeng Wang 005; Ivor W. Tsang; Guang Dai (CoRR, 2025)

Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space. - Yinghua Yao; Yuangang Pan; Xixian Chen (CoRR, 2025)