Yifu Ding

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Robust Counterpart

Keyword Spotting

Top Venues

Publications

Yifu Ding, Serena Patel, Dharik Mallapragada, Robert James Stoner
Repurposing Coal Power Plants into Thermal Energy Storage for Supporting Zero-carbon Data Centers. CoRR (2024)
Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu
PTQ4SAM: Post-Training Quantization for Segment Anything. CoRR (2024)
Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Zejun Ma, Jiakai Wang, Jie Luo, Xianglong Liu
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. ACL (Findings) (2024)
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. CoRR (2024)
Zhilei Li, Jun Li, Yuqing Ma, Rui Wang, Zhi-Ping Shi, Yifu Ding, Xianglong Liu
Spatio-Temporal Adaptive Network With Bidirectional Temporal Difference for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Haotong Qin, Yulun Zhang, Yifu Ding, Yifan Liu, Xianglong Liu, Martin Danelljan, Fisher Yu
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution. NeurIPS (2023)
Haotong Qin, Xiangguo Zhang, Ruihao Gong, Yifu Ding, Yi Xu, Xianglong Liu
Distribution-Sensitive Information Retention for Accurate Binary Neural Network. Int. J. Comput. Vis. 131 (1) (2023)
Yifu Ding, Benjamin Hobbs
Joint Chance-constrained Game for Coordinating Microgrids in Energy and Reserve Markets: A Bayesian Optimization Approach. CoRR (2023)
Haotong Qin, Yifu Ding, Xiangguo Zhang, Jiakai Wang, Xianglong Liu, Jiwen Lu
Diverse Sample Generation: Pushing the Limit of Generative Data-Free Quantization. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Haotong Qin, Mingyuan Zhang, Yifu Ding, Aoyu Li, Zhongang Cai, Ziwei Liu, Fisher Yu, Xianglong Liu
BiBench: Benchmarking and Analyzing Network Binarization. ICML (2023)
Wei Huang, Haotong Qin, Yangdong Liu, Jingzhuo Liang, Yifu Ding, Ying Li, Xianglong Liu
OHQ: On-chip Hardware-aware Quantization. CoRR (2023)
Yifu Ding, Haotong Qin, Qinghua Yan, Zhenhua Chai, Junjie Liu, Xiaolin Wei, Xianglong Liu
Towards Accurate Post-Training Quantization for Vision Transformer. CoRR (2023)
Yifu Ding, Siyuan Wang, Benjamin Hobbs
Coordinating renewable microgrids for reliable reserve services: a distributionally robust chance-constrained game. e-Energy (2023)
Haotong Qin, Mingyuan Zhang, Yifu Ding, Aoyu Li, Zhongang Cai, Ziwei Liu, Fisher Yu, Xianglong Liu
BiBench: Benchmarking and Analyzing Network Binarization. CoRR (2023)
Hong Chen, Yuxuan Wen, Yifu Ding, Zhen Yang, Yufei Guo, Haotong Qin
An Empirical study of Data-Free Quantization's Tuning Robustness. CVPR Workshops (2022)
Haotong Qin, Yifu Ding, Mingyuan Zhang, Qinghua Yan, Aishan Liu, Qingqing Dang, Ziwei Liu, Xianglong Liu
BiBERT: Accurate Fully Binarized BERT. CoRR (2022)
Yifu Ding, Haotong Qin, Qinghua Yan, Zhenhua Chai, Junjie Liu, Xiaolin Wei, Xianglong Liu
Towards Accurate Post-Training Quantization for Vision Transformer. ACM Multimedia (2022)
Yifu Ding, Thomas Morstyn, Malcolm D. McCulloch
Distributionally Robust Joint Chance-Constrained Optimization for Networked Microgrids Considering Contingencies and Renewable Uncertainty. IEEE Trans. Smart Grid 13 (3) (2022)
Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu
BiFSMN: Binary Neural Network for Keyword Spotting. CoRR (2022)
Renshuai Tao, Hainan Li, Tianbo Wang, Yanlu Wei, Yifu Ding, Bowei Jin, Hongping Zhi, Xianglong Liu, Aishan Liu
Exploring Endogenous Shift for Cross-domain Detection: A Large-scale Benchmark and Perturbation Suppression Network. CVPR (2022)
Haotong Qin, Yifu Ding, Mingyuan Zhang, Qinghua Yan, Aishan Liu, Qingqing Dang, Ziwei Liu, Xianglong Liu
BiBERT: Accurate Fully Binarized BERT. ICLR (2022)
Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Zejun Ma, Jiakai Wang, Jie Luo, Xianglong Liu
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance. CoRR (2022)
Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu
BiFSMN: Binary Neural Network for Keyword Spotting. IJCAI (2022)
Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu
Diversifying Sample Generation for Accurate Data-Free Quantization. CVPR (2021)
Haotong Qin, Zhongang Cai, Mingyuan Zhang, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su
BiPointNet: Binary Neural Network for Point Clouds. ICLR (2021)
Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, Xianglong Liu
Multi-Pretext Attention Network for Few-shot Learning with Self-supervision. CoRR (2021)
Yifu Ding, Malcolm McCulloch
Additive Gaussian process prediction for electrical loads compared with deep learning models. e-Energy (2021)
Zixin Yin, Jiakai Wang, Yifu Ding, Yisong Xiao, Jun Guo, Renshuai Tao, Haotong Qin
Improving Generalization of Deepfake Detection with Domain Adaptive Batch Normalization. AdvM @ ACM Multimedia (2021)
Haotong Qin, Yifu Ding, Xiangguo Zhang, Aoyu Li, Jiakai Wang, Xianglong Liu, Jiwen Lu
Diverse Sample Generation: Pushing the Limit of Data-free Quantization. CoRR (2021)
Yifu Ding, Malcolm D. McCulloch
Distributionally robust optimization for networked microgrids considering contingencies and renewable uncertainty. CDC (2021)
Renshuai Tao, Yanlu Wei, Hainan Li, Aishan Liu, Yifu Ding, Haotong Qin, Xianglong Liu
Over-sampling De-occlusion Attention Network for Prohibited Items Detection in Noisy X-ray Images. CoRR (2021)
Xiangguo Zhang, Haotong Qin, Yifu Ding, Ruihao Gong, Qinghua Yan, Renshuai Tao, Yuhang Li, Fengwei Yu, Xianglong Liu
Diversifying Sample Generation for Accurate Data-Free Quantization. CoRR (2021)
Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, Xianglong Liu
Multi-Pretext Attention Network For Few-Shot Learning With Self-Supervision. ICME (2021)
Haotong Qin, Xiangguo Zhang, Ruihao Gong, Yifu Ding, Yi Xu, Xianglong Liu
Distribution-sensitive Information Retention for Accurate Binary Neural Network. CoRR (2021)
Yifu Ding, Thomas Morstyn, Malcolm D. McCulloch
Distributionally Robust Joint Chance-Constrained Optimization for Networked Microgrids Considering Contingencies and Renewable Uncertainty. CoRR (2021)
Haotong Qin, Zhongang Cai, Mingyuan Zhang, Yifu Ding, Haiyu Zhao, Shuai Yi, Xianglong Liu, Hao Su
BiPointNet: Binary Neural Network for Point Clouds. CoRR (2020)
Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Yifu Ding, Avinash Vijay, Derek Neal, Malcolm McCulloch
Predictive Control of Rural Microgrids with Temperature-dependent Battery Degradation Cost. CoRR (2020)
Yifu Ding, Avinash Vijay, Derek Neal, Malcolm McCulloch
Predictive Control of Rural Microgrids with Temperature-dependent Battery Degradation Cost. ISGT-Europe (2020)
Yifu Ding, Roberto Moreira, Dagoberto Cedillos
Assessment of the Value of Frequency Response Times in Power Systems. ISGT Europe (2019)
Ruru Wang, Yifu Ding, Weimin Wang, Lei Chen, Yongle Wu, Yuanan Liu
A Novel Channel Emulation Method in Multi-Probe Anechoic Chamber Setups. ICCE (2019)
Yifu Ding, Roberto Moreira, Dagoberto Cedillos
Assessment of the Value of Frequency Response Times in Power Systems. CoRR (2019)
Yifu Ding, Thomas E. Tavolara, Keith Cheng
Automated detection of retinal cell nuclei in 3D micro-CT images of zebrafish using support vector machine classification. Medical Imaging: Digital Pathology (2016)