Gu, Qingyi

9 publications

ICLR 2026 Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval Jing Zhang, Zhikai Li, Xuewen Liu, Qingyi Gu

ICLR 2026 K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge Zhikai Li, Jiatong Li, Xuewen Liu, Wangbo Zhao, Pan Du, Kaicheng Zhou, Qingyi Gu, Yang You, Zhen Dong, Kurt Keutzer

ICLR 2026 PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models Xuewen Liu, Zhikai Li, Jing Zhang, Mengjuan Chen, Jianquan Li, Qingyi Gu

CVPR 2025 CacheQuant: Comprehensively Accelerated Diffusion Models Xuewen Liu, Zhikai Li, Qingyi Gu

CVPR 2025 K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-Wise Human Preferences Zhikai Li, Xuewen Liu, Dongrong Joe Fu, Jianquan Li, Qingyi Gu, Kurt Keutzer, Zhen Dong

ICCV 2023 I-ViT: Integer-Only Quantization for Efficient Vision Transformer Inference Zhikai Li, Qingyi Gu

ICCV 2023 RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu

ECCV 2022 Patch Similarity Aware Data-Free Quantization for Vision Transformers Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu

ECCV 2020 Angle-Based Search Space Shrinking for Neural Architecture Search Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun