Xiao, Jinqi

7 publications

CVPR 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection Jinqi Xiao, Shen Sang, Tiancheng Zhi, Jing Liu, Qing Yan, Linjie Luo, Bo Yuan

TMLR 2025 DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan

CVPR 2025 TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan

ECCV 2024 Clean & Compact: Efficient Data-Free Backdoor Defense with Model Compactness Huy Phan, Jinqi Xiao, Yang Sui, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan

ICML 2023 COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan

NeurIPS 2023 GraphMP: Graph Neural Network-Based Motion Planning with Efficient Graph Search Xiao Zang, Miao Yin, Jinqi Xiao, Saman Zonouz, Bo Yuan

AAAI 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan