Deng, Shuiguang

14 publications

CVPR 2025 CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging Zhiwei Ling, Yachen Chang, Hailiang Zhao, Xinkui Zhao, Kingsum Chow, Shuiguang Deng

IJCAI 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks Di Yu, Changze Lv, Xin Du, Linshan Jiang, Qing Yin, Wentao Tong, Xiaoqing Zheng, Shuiguang Deng

IJCAI 2025 ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks Di Yu, Changze Lv, Xin Du, Linshan Jiang, Wentao Tong, Zhenyu Liao, Xiaoqing Zheng, Shuiguang Deng

IJCAI 2025 Exploiting Label Skewness for Spiking Neural Networks in Federated Learning Di Yu, Xin Du, Linshan Jiang, Huijing Zhang, Shuiguang Deng

IJCAI 2025 Horae: A Domain-Agnostic Language for Automated Service Regulation Yutao Sun, Mingshuai Chen, Tiancheng Zhao, Kangjia Zhao, He Li, Jintao Chen, Zhongyi Wang, Liqiang Lu, Xinkui Zhao, Shuiguang Deng, Jianwei Yin

NeurIPS 2025 RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models Through Graph Retrieval Augmented Generation Xingliang Wang, Zemin Liu, Junxiao Han, Shuiguang Deng

NeurIPS 2025 Robustifying Learning-Augmented Caching Efficiently Without Compromising 1-Consistency Peng Chen, Hailiang Zhao, Jiaji Zhang, Xueyan Tang, Yixuan Wang, Shuiguang Deng

NeurIPS 2025 VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree Wenlong Li, Yifei Xu, Yuan Rao, Zhenhua Wang, Shuiguang Deng

NeurIPS 2025 Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation Ziying Li, Xuequan Lu, Xinkui Zhao, Guanjie Cheng, Shuiguang Deng, Jianwei Yin

IJCAI 2024 EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices Di Yu, Xin Du, Linshan Jiang, Wentao Tong, Shuiguang Deng

ICML 2024 Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost Under 18 Kilobytes Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng

CVPRW 2024 GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing Hao Lu, Xuesong Niu, Jiyao Wang, Yin Wang, Qingyong Hu, Jiaqi Tang, Yuting Zhang, Kaishen Yuan, Bin Huang, Zitong Yu, Dengbo He, Shuiguang Deng, Hao Chen, Yingcong Chen, Shiguang Shan

NeurIPS 2024 Learning-Augmented Algorithms for the Bahncard Problem Hailiang Zhao, Xueyan Tang, Peng Chen, Shuiguang Deng

AAAI 2024 Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective Zhen Qin, Feiyi Chen, Chen Zhi, Xueqiang Yan, Shuiguang Deng