Structured Knowledge Base as Prior Knowledge to Improve Urban Data Analysis. - Ningyu Zhang 001; Shumin Deng; Huajun Chen; Xi Chen 003; Jiaoyan Chen 001; Xiaoqian Li; Yiyi Zhang 001 (ISPRS Int. J. Geo Inf., 2018)

Visual Chirality Meets Freehand Sketches. - Ying Zheng; Yiyi Zhang 001; Xiaogang Xu 001; Jun Wang 134; Hongxun Yao (ICIP, 2021)

How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? - Yiyi Zhang 001; Ying Zheng; Xiaogang Xu 001; Jun Wang 134 (CoRR, 2022)

Leaf Cultivar Identification via Prototype-enhanced Learning. - Yiyi Zhang 001; Zhiwen Ying; Ying Zheng; Cuiling Wu; Nannan Li; Jun Wang 134; Xianzhong Feng; Xiaogang Xu 001 (CoRR, 2023)

A transformer-based genomic prediction method fused with knowledge-guided module. - Cuiling Wu; Yiyi Zhang 001; Zhiwen Ying; Ling Li; Jun Wang 134; Hui Yu; Mengchen Zhang; Xianzhong Feng; Xinghua Wei; Xiaogang Xu 001 (Briefings Bioinform., 2023)

PulseID: Multi-scale photoplethysmographic identification using a deep convolutional neural network. - Riling Wei; Xiaogang Xu 001; Yue Li; Yiyi Zhang 001; Jun Wang 134; Hanjie Chen (Biomed. Signal Process. Control., 2024)

Leaf cultivar identification via prototype-enhanced learning. - Yiyi Zhang 001; Zhiwen Ying; Ying Zheng; Cuiling Wu; Nannan Li; Fangfang Wang; Jun Wang 134; Xianzhong Feng; Xiaogang Xu 001 (Comput. Vis. Image Underst., 2025)

The Dual-use Dilemma in LLMs: Do Empowering Ethical Capacities Make a Degraded Utility? - Yiyi Zhang 001; Xingyu Chen; Kexin Chen 003; Yuyang Du 001; Xilin Dang; Pheng-Ann Heng (CoRR, 2025)

Fuzzy-aware Loss for Source-free Domain Adaptation in Visual Emotion Recognition. - Ying Zheng; Yiyi Zhang 001; Yi Wang 068; Lap-Pui Chau (CoRR, 2025)

A Survey of Embodied Learning for Object-centric Robotic Manipulation. - Ying Zheng; Lei Yao; Yuejiao Su; Yi Zhang; Yi Wang 068; Sicheng Zhao; Yiyi Zhang 001; Lap-Pui Chau (Mach. Intell. Res., 2025)