Efficient depthwise separable convolution accelerator for classification and UAV object detection. - Guoqing Li; Jingwei Zhang; Meng Zhang 010; Ruixia Wu; Xinye Cao; Wenzhao Liu (Neurocomputing, 2022)

Uint-Packing: Multiply Your DNN Accelerator Performance via Unsigned Integer DSP Packing. - Jingwei Zhang; Meng Zhang 010; Xinye Cao; Guoqing Li (DAC, 2023)

A comprehensive analysis of DAC-SDC FPGA low power object detection challenge. - Jingwei Zhang; Guoqing Li; Meng Zhang; Xinye Cao; Yu Zhang; Xiang Li; Ziyang Chen; Jun Yang (Sci. China Inf. Sci., 2024)

PCSViT: Efficient and hardware friendly Pyramid Vision Transformer with channel and spatial self-attentions. - Xiaofeng Zou; Yuanxi Peng; Guoqing Li; Xinye Cao (Neurocomputing, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks. - Qi Qin; Xinye Cao; Guoshun Nan; Sihan Chen; Rushan Li; Li Su; Haitao Du; Qimei Cui; Pengxuan Mao; Xiaofeng Tao; Tony Q. S. Quek (CoRR, 2025)

A3 : an Analytical Low-Rank Approximation Framework for Attention. - Jeffrey T. H. Wong; Cheng Zhang; Xinye Cao; Pedro Gimenes; George A. Constantinides; Wayne Luk; Yiren Zhao (CoRR, 2025)

Two Is Better Than One: Rotations Scale LoRAs. - Hongcan Guo; Guoshun Nan; Yuan Yang; Diyang Zhang; Haotian Li; Zhican Chen; Qinchuan Zhou; Yuhan Ran; Xinye Cao; Sicong Leng; Xiaofeng Tao; Xudong Jiang (CoRR, 2025)

Exploring LLM-Based Multi-Agent Situation Awareness for Zero-Trust Space-Air-Ground Integrated Network. - Xinye Cao; Guoshun Nan; Hongcan Guo; Hanqing Mu; Long Wang; Yihan Lin; Qinchuan Zhou; Jiayi Li; Baohua Qin; Qimei Cui; Xiaofeng Tao; He Fang; et al. (IEEE J. Sel. Areas Commun., 2025)

Advancing Compositional LLM Reasoning with Structured Task Relations in Interactive Multimodal Communications. - Xinye Cao; Hongcan Guo; Guoshun Nan; Jiaoyang Cui; Haoting Qian; Yihan Lin; Yilin Peng; Diyang Zhang; Yanzhao Hou; Huici Wu; Xiaofeng Tao; Tony Q. S. Quek (CoRR, 2025)