Robust Membership Inference for Large Language Models under Adversarial Generative Corruption. - Yuanhong Huang; Huili Wang; Xueying Bai; Jinrui Wang; Jiajun Liu; Ziqin Wang; Wanchun Ni; Shangguang Wang; Tao Qi (ACL (1), 2026)

ENEC: A Lossless AI Model Compression Method Enabling Fast Inference on Ascend NPUs. - Jinwu Yang; Jiaan Wu; Zedong Liu; Xinyang Ma; Hairui Zhao 002; Yida Gu; Yuanhong Huang; Xingchen Liu; Wenjing Huang 002; Zheng Wei; Jing Xing; Yili Ma; et al. (CoRR, 2026)

Black-box Membership Inference Attacks on the Pre-training Data of Image-generation Models. - Tao Qi; Huili Wang; Yuanhong Huang; Wendan Wang; Lianchao Zhao; Jinrui Wang; Zichen Qin; Shangguang Wang; Yongfeng Huang 001 (CoRR, 2026)