Efficient Evaluation Methods for Neural Architecture Search: A Survey. - Xiangning Xie; Xiaotian Song; Zeqiong Lv; Gary G. Yen; Weiping Ding 001; Yanan Sun 001 (CoRR, 2023)

Differentiable Genetic Programming for High-dimensional Symbolic Regression. - Peng Zeng; Xiaotian Song; Andrew Lensen; Yuwei Ou; Yanan Sun 001; Mengjie Zhang 001; Jiancheng Lv 001 (CoRR, 2023)

A Transformer-Optimized Deep Learning Network for Road Damage Detection and Tracking. - Niannian Wang; Lihang Shang; Xiaotian Song (Sensors, 2023)

Practical Real-Time Phase Drift Compensation Scheme for Quantum Communication Systems. - Xiaotian Song; Chunsheng Zhang; Dong Pan; Min Wang 040; Jianxing Guo; Feihao Zhang; Guilu Long 001 (Entropy, 2023)

Experimental Demonstration of Secure Relay in Quantum Secure Direct Communication Network. - Min Wang 040; Wei Zhang; Jianxing Guo; Xiaotian Song; Guilu Long 001 (Entropy, 2023)

A Pipeline Defect Instance Segmentation System Based on SparseInst. - Niannian Wang; Jingzheng Zhang; Xiaotian Song (Sensors, 2023)

Generalizable Symbolic Optimizer Learning. - Xiaotian Song; Peng Zeng; Yanan Sun 001; Andy Song (ECCV (81), 2024)

Physics-Informed Neural Networks with Generalized Residual-Based Adaptive Sampling. - Xiaotian Song; Shuchao Deng; Jiahao Fan; Yanan Sun 001 (ICIC (2), 2024)

Revisiting Neural Networks for Continual Learning: An Architectural Perspective. - Aojun Lu; Tao Feng 014; Hangjie Yuan; Xiaotian Song; Yanan Sun 001 (IJCAI, 2024)

One-step Spiking Transformer with a Linear Complexity. - Xiaotian Song; Andy Song; Rong Xiao; Yanan Sun 001 (IJCAI, 2024)

Efficient Evaluation Methods for Neural Architecture Search: A Survey. - Xiaotian Song; Xiangning Xie; Zeqiong Lv; Gary G. Yen; Weiping Ding 001; Jiancheng Lv 001; Yanan Sun 001 (IEEE Trans. Artif. Intell., 2024)

FAS: Fast ANN-SNN Conversion for Spiking Large Language Models. - Long Chen; Xiaotian Song; Andy Song; BaDong Chen; Jiancheng Lv 001; Yanan Sun 001 (CoRR, 2025)

LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models. - Long Chen; Xiaotian Song; Yanan Sun (CoRR, 2025)