LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. - Ting Jiang; Deqing Wang; Leilei Sun; Huayi Yang; Zhengyang Zhao; Fuzhen Zhuang (AAAI, 2021)

SSL-DC: Improving Transductive Few-Shot Learning via Self-Supervised Learning and Distribution Calibration. - Huayi Yang; Deqing Wang; Zhengyang Zhao; Xuying Wang (ICPR, 2022)

Visual Representation Learning through Causal Intervention for Controllable Image Editing. - Shanshan Huang 004; Haoxuan Li 001; Chunyuan Zheng 001; Lei Wang 197; Guorui Liao; Zhili Gong; Huayi Yang; Li Liu 001 (CVPR, 2025)

CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding. - Huayi Yang; Chunyuan Zheng 001; Guorui Liao; Shanshan Huang 004; Jun Liao 001; Zhili Gong; Haoxuan Li 001; Li Liu 001 (WWW, 2025)

CDSF: A curvature-driven semi-supervised framework with dynamic receptive fields for fine-grained vehicle component segmentation. - Zhili Gong; Chunyuan Zheng 001; Shanshan Huang 004; Huayi Yang; Guoxin Su; Li Liu 001 (Knowl. Based Syst., 2025)