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2020 – today
- 2026
[i8]Yixiao Peng, Hao Hu, Feiyang Li, Xinye Cao, Yingchang Jiang, Jipeng Tang, Guoshun Nan, Yuling Liu:
Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework. CoRR abs/2601.07122 (2026)- 2025
- [j6]Qi Qin, Xinye Cao, Guoshun Nan, Sihan Chen, Rushan Li, Li Su, Haitao Du, Qimei Cui, Pengxuan Mao, Xiaofeng Tao, Tony Q. S. Quek
:
An LLM-Based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks. IEEE Commun. Mag. 63(10): 110-116 (2025) - [j5]Xiaofeng Zou, Yuanxi Peng, Guoqing Li, Xinye Cao:
PCSViT: Efficient and hardware friendly Pyramid Vision Transformer with channel and spatial self-attentions. Neurocomputing 636: 129987 (2025) - [j4]Xinye Cao, Guoshun Nan, Hongcan Guo, Hanqing Mu, Long Wang, Yihan Lin, Qinchuan Zhou, Jiayi Li, Baohua Qin, Qimei Cui, Xiaofeng Tao, He Fang, Haitao Du, Tony Q. S. Quek:
Exploring LLM-Based Multi-Agent Situation Awareness for Zero-Trust Space-Air-Ground Integrated Network. IEEE J. Sel. Areas Commun. 43(6): 2230-2247 (2025) - [j3]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:
Advancing Compositional LLM Reasoning With Structured Task Relations in Interactive Multimodal Communications. IEEE J. Sel. Areas Commun. 43(12): 4231-4246 (2025) - [i7]Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu:
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR abs/2504.15585 (2025) - [i6]Qi Qin, Xinye Cao, Guoshun Nan, Sihan Chen, Rushan Li, Li Su, Haitao Du, Qimei Cui, Pengxuan Mao, Xiaofeng Tao, Tony Q. S. Quek:
An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks. CoRR abs/2505.03161 (2025) - [i5]Jeffrey T. H. Wong, Cheng Zhang, Xinye Cao, Pedro Gimenes, George A. Constantinides, Wayne Luk, Yiren Zhao:
A3 : an Analytical Low-Rank Approximation Framework for Attention. CoRR abs/2505.12942 (2025) - [i4]Hongcan Guo, Guoshun Nan, Yuan Yang, Diyang Zhang, Haotian Li, Zhican Chen, Qinchuan Zhou, Yuhan Ran, Xinye Cao, Sicong Leng, Xiaofeng Tao, Xudong Jiang:
Two Is Better Than One: Rotations Scale LoRAs. CoRR abs/2505.23184 (2025) - [i3]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:
Advancing Compositional LLM Reasoning with Structured Task Relations in Interactive Multimodal Communications. CoRR abs/2507.21199 (2025) - [i2]Xinye Cao, Hongcan Guo, Jiawen Qian, Guoshun Nan, Chao Wang, Yuqi Pan, Tianhao Hou, Xiaojuan Wang, Yutong Gao:
VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization. CoRR abs/2510.06040 (2025) - [i1]Xinye Cao, Yihan Lin, Guoshun Nan, Qinchuan Zhou, Yuhang Luo, Yurui Gao, Zeliang Zhang, Haolang Lu, Qimei Cui, Yanzhao Hou, Xiaofeng Tao, Tony Q. S. Quek:
Advancing LLM-Based Security Automation with Customized Group Relative Policy Optimization for Zero-Touch Networks. CoRR abs/2512.09485 (2025) - 2024
- [j2]Jingwei Zhang, Guoqing Li, Meng Zhang, Xinye Cao, Yu Zhang, Xiang Li, Ziyang Chen, Jun Yang:
A comprehensive analysis of DAC-SDC FPGA low power object detection challenge. Sci. China Inf. Sci. 67(8) (2024) - 2023
- [c1]Jingwei Zhang, Meng Zhang, Xinye Cao, Guoqing Li:
Uint-Packing: Multiply Your DNN Accelerator Performance via Unsigned Integer DSP Packing. DAC 2023: 1-6 - 2022
- [j1]Guoqing Li, Jingwei Zhang, Meng Zhang, Ruixia Wu, Xinye Cao, Wenzhao Liu:
Efficient depthwise separable convolution accelerator for classification and UAV object detection. Neurocomputing 490: 1-16 (2022)
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