DDSAS: Dynamic and Differentiable Space-Architecture Search. - Longxing Yang; Yu Hu 001; Shun Lu 001; Zihao Sun; Jilin Mei; Yiming Zeng 003; Zhiping Shi 002; Yinhe Han 001; Xiaowei Li 001 (ACML, 2021)

DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search. - Shun Lu 001; Yu Hu 001; Longxing Yang; Zihao Sun; Jilin Mei; Yiming Zeng 003; Xiaowei Li 001 (BMVC, 2021)

AGNAS: Attention-Guided Micro and Macro-Architecture Search. - Zihao Sun; Yu Hu 001; Shun Lu 001; Longxing Yang; Jilin Mei; Yinhe Han 001; Xiaowei Li 001 (ICML, 2022)

Searching for BurgerFormer with Micro-Meso-Macro Space Design. - Longxing Yang; Yu Hu 001; Shun Lu 001; Zihao Sun; Jilin Mei; Yinhe Han 001; Xiaowei Li 001 (ICML, 2022)

STC-NAS: Fast neural architecture search with source-target consistency. - Zihao Sun; Yu Hu 001; Longxing Yang; Shun Lu 001; Jilin Mei; Yinhe Han 001; Xiaowei Li 001 (Neurocomputing, 2022)

PA&DA: Jointly Sampling PAth and DAta for Consistent NAS. - Shun Lu 001; Yu Hu 001; Longxing Yang; Zihao Sun; Jilin Mei; Jianchao Tan; Chengru Song (CVPR, 2023)

Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS. - Zihao Sun; Yu Sun; Longxing Yang; Shun Lu 001; Jilin Mei; Wenxiao Zhao; Yu Hu 001 (ICCV, 2023)

Sweet Gradient matters: Designing consistent and efficient estimator for Zero-shot Architecture Search. - Longxing Yang; Yanxin Fu; Shun Lu 001; Zihao Sun; Jilin Mei; Wenxiao Zhao; Yu Hu 001 (Neural Networks, 2023)

PHD-NAS: Preserving helpful data to promote Neural Architecture Search. - Shun Lu 001; Yu Hu 001; Longxing Yang; Jilin Mei; Zihao Sun; Jianchao Tan; Chengru Song (Neurocomputing, 2024)

Oneshotimizer: Consistent and Effective NAS via Regularizing Gradient Norm and Weight Variance. - Longxing Yang; Xiaofeng Li; Xiaogang Dong; Bin Gu 006 (ICIC (16), 2025)

Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software. - Longxing Yang; Yixing Luo; Hao Gao 009; Yingshuang Fan; Jingru Zhang; Xiaofeng Li; Xiaogang Dong; Bin Gu 006; Zhi Jin; Mengfei Yang (SIGSOFT FSE Companion, 2025)