Ding, Yifu

15 publications

ICML 2025 DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models Changyi He, Yifu Ding, Jinyang Guo, Ruihao Gong, Haotong Qin, Xianglong Liu

IJCAI 2025 Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection Renshuai Tao, Ziheng Qin, Yifu Ding, Chuangchuang Tan, Jiakai Wang, Wei Wang

NeurIPS 2025 VORTA: Efficient Video Diffusion via Routing Sparse Attention Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Jingyi Liao, Zhao Jin, Shunyu Liu, Dacheng Tao

ICML 2024 Compressing Large Language Models by Joint Sparsification and Quantization Jinyang Guo, Jianyu Wu, Zining Wang, Jiaheng Liu, Ge Yang, Yifu Ding, Ruihao Gong, Haotong Qin, Xianglong Liu

NeurIPS 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment Ge Yang, Changyi He, Jinyang Guo, Jianyu Wu, Yifu Ding, Aishan Liu, Haotong Qin, Pengliang Ji, Xianglong Liu

CVPR 2024 PTQ4SAM: Post-Training Quantization for Segment Anything Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu

CVPR 2024 Reg-PTQ: Regression-Specialized Post-Training Quantization for Fully Quantized Object Detector Yifu Ding, Weilun Feng, Chuyan Chen, Jinyang Guo, Xianglong Liu

ICML 2023 BiBench: Benchmarking and Analyzing Network Binarization Haotong Qin, Mingyuan Zhang, Yifu Ding, Aoyu Li, Zhongang Cai, Ziwei Liu, Fisher Yu, Xianglong Liu

NeurIPS 2023 QuantSR: Accurate Low-Bit Quantization for Efficient Image Super-Resolution Haotong Qin, Yulun Zhang, Yifu Ding, Yifan Liu, Xianglong Liu, Martin Danelljan, Fisher Yu

CVPRW 2022 An Empirical Study of Data-Free Quantization's Tuning Robustness Hong Chen, Yuxuan Wen, Yifu Ding, Zhen Yang, Yufei Guo, Haotong Qin

ICLR 2022 BiBERT: Accurate Fully Binarized BERT Haotong Qin, Yifu Ding, Mingyuan Zhang, Qinghua Yan, Aishan Liu, Qingqing Dang, Ziwei Liu, Xianglong Liu

IJCAI 2022 BiFSMN: Binary Neural Network for Keyword Spotting Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu

CVPR 2022 Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network Renshuai Tao, Hainan Li, Tianbo Wang, Yanlu Wei, Yifu Ding, Bowei Jin, Hongping Zhi, Xianglong Liu, Aishan Liu

ICLR 2021 BiPointNet: Binary Neural Network for Point Clouds Haotong Qin, Zhongang Cai, Mingyuan Zhang, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su

CVPR 2021 Diversifying Sample Generation for Accurate Data-Free Quantization Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu