Zhou, Xiaoling

10 publications

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

NeurIPS 2025 Boosting Resilience of Large Language Models Through Causality-Driven Robust Optimization Xiaoling Zhou, Mingjie Zhang, Zhemg Lee, Yuncheng Hua, Chengli Xing, Wei Ye, Flora D. Salim, Shikun Zhang

AAAI 2025 Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning Xiaoling Zhou, Ou Wu, Nan Yang

ICLR 2025 HaDeMiF: Hallucination Detection and Mitigation in Large Language Models Xiaoling Zhou, Mingjie Zhang, Zhemg Lee, Wei Ye, Shikun Zhang

IJCAI 2025 Robustness to Spurious Correlations via Dynamic Knowledge Transfer Xiaoling Zhou, Wei Ye, Zhemg Lee, Shikun Zhang

IJCAI 2024 Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou, Wei Ye, Zhemg Lee, Rui Xie, Shikun Zhang

AAAI 2023 Combining Adversaries with Anti-Adversaries in Training Xiaoling Zhou, Nan Yang, Ou Wu

ECML-PKDD 2022 Understanding Difficulty-Based Sample Weighting with a Universal Difficulty Measure Xiaoling Zhou, Ou Wu, Weiyao Zhu, Ziyang Liang

AAAI 2020 A Recurrent Model for Collective Entity Linking with Adaptive Features Xiaoling Zhou, Yukai Miao, Wei Wang, Jianbin Qin

AAAI 2019 Antonym-Synonym Classification Based on New Sub-Space Embeddings Muhammad Asif Ali, Yifang Sun, Xiaoling Zhou, Wei Wang, Xiang Zhao