Enhancing In-Context Learning via Implicit Demonstration Augmentation. - Xiaoling Zhou; Wei Ye 004; Yidong Wang; Chaoya Jiang; Zhemg Lee; Rui Xie 003; Shikun Zhang (ACL (1), 2024)

Boosting Model Resilience via Implicit Adversarial Data Augmentation. - Xiaoling Zhou; Wei Ye 004; Zhemg Lee; Rui Xie 003; Shikun Zhang (IJCAI, 2024)

All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising. - Xiaoling Zhou; Zhemg Lee; Wei Ye 004; Rui Xie 003; Wenbo Zhang; Guanju Peng; Zongze Li; Shikun Zhang (CVPR, 2025)

HaDeMiF: Hallucination Detection and Mitigation in Large Language Models. - Xiaoling Zhou; Mingjie Zhang; Zhemg Lee; Wei Ye 004; Shikun Zhang (ICLR, 2025)

Valuing Training Data via Causal Inference for In-Context Learning. - Xiaoling Zhou; Wei Ye 004; Zhemg Lee; Lei Zou 001; Shikun Zhang (IEEE Trans. Knowl. Data Eng., 2025)