Yifan Hao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 48

Top Topics

Diffusion Model

Multivariate Time Series

Monte Carlo Sampling

Top Venues

Publications

Yunpu Zhao, Rui Zhang, Wenyi Li, Di Huang, Jiaming Guo, Shaohui Peng, Yifan Hao, Yuanbo Wen, Xing Hu, Zidong Du, Qi Guo, Ling Li, Yunji Chen
Assessing and Understanding Creativity in Large Language Models. CoRR (2024)
Feng Xue, Chenji Han, Xinyu Li, Junliang Wu, Tingting Zhang, Tianyi Liu, Yifan Hao, Zidong Du, Qi Guo, Fuxin Zhang
Tyche: An Efficient and General Prefetcher for Indirect Memory Accesses. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Husheng Han, Xing Hu, Yifan Hao, Kaidi Xu, Pucheng Dang, Ying Wang, Yongwei Zhao, Zidong Du, Qi Guo, Yanzhi Wang, Xishan Zhang, Tianshi Chen
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (1) (2024)
Yuxuan Guo, Shaohui Peng, Jiaming Guo, Di Huang, Xishan Zhang, Rui Zhang, Yifan Hao, Ling Li, Zikang Tian, Mingju Gao, Yutai Li, Yiming Gan, Shuai Liang, Zihao Zhang, Zidong Du, Qi Guo, Xing Hu, Yunji Chen
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification. CoRR (2024)
Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
Emergent Communication for Numerical Concepts Generalization. AAAI (2024)
Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. CoRR (2024)
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Ling Li
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection. IEEE Trans. Image Process. 33 (2024)
Yifan Hao, Yong Lin, Difan Zou, Tong Zhang
On the Benefits of Over-parameterization for Out-of-Distribution Generalization. CoRR (2024)
Xiaqing Li, Qi Guo, Guangyan Zhang, Siwei Ye, Guanhua He, Yiheng Yao, Rui Zhang, Yifan Hao, Zidong Du, Weimin Zheng
FastTuning: Enabling Fast and Efficient Hyper-Parameter Tuning With Partitioning and Parallelism of Search Space. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Yong Lin, Lu Tan, Yifan Hao, Honam Wong, Hanze Dong, Weizhong Zhang, Yujiu Yang, Tong Zhang
Spurious Feature Diversification Improves Out-of-distribution Generalization. ICLR (2024)
Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen
Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. ISCA (2024)
Xunpeng Huang, Hanze Dong, Yifan Hao, Yian Ma, Tong Zhang
Reverse Diffusion Monte Carlo. ICLR (2024)
Yifan Hao, Tong Zhang
The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness. CoRR (2024)
Chang Liu, Rui Zhang, Xishan Zhang, Yifan Hao, Zidong Du, Xing Hu, Ling Li, Qi Guo
Ultra-low Precision Multiplication-free Training for Deep Neural Networks. CoRR (2023)
Xunpeng Huang, Hanze Dong, Yifan Hao, Yian Ma, Tong Zhang
Monte Carlo Sampling without Isoperimetry: A Reverse Diffusion Approach. CoRR (2023)
Jian Wang, Xinyi Tang, Yifan Hao, Dongjie Wu, Xiangzhou Ye, Zheng Li
A novel head network and group normalisation help track more accurately. IET Image Process. 17 (8) (2023)
Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu
Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. MICRO (2023)
Yong Lin, Lu Tan, Yifan Hao, Honam Wong, Hanze Dong, Weizhong Zhang, Yujiu Yang, Tong Zhang
Spurious Feature Diversification Improves Out-of-distribution Generalization. CoRR (2023)
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
Emergent Communication for Rules Reasoning. NeurIPS (2023)
Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen
BALTO: fast tensor program optimization with diversity-based active learning. ICLR (2023)
Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen
Chip design with machine learning: a survey from algorithm perspective. Sci. China Inf. Sci. 66 (11) (2023)
Zhe Fan, Yifan Hao, Tian Zhi, Qi Guo, Zidong Du
Hardware Acceleration for SLAM in Mobile Systems. J. Comput. Sci. Technol. 38 (6) (2023)
Shuyao Cheng, Pengwei Jin, Qi Guo, Zidong Du, Rui Zhang, Yunhao Tian, Xing Hu, Yongwei Zhao, Yifan Hao, Xiangtao Guan, Husheng Han, Zhengyue Zhao, Ximing Liu, Ling Li, Xishan Zhang, Yuejie Chu, Weilong Mao, Tianshi Chen, Yunji Chen
Pushing the Limits of Machine Design: Automated CPU Design with AI. CoRR (2023)
Lizhi Jia, Wenzhen Ding, Yifan Hao, Ping Liang, Jie Yu, Qinghua Huang
Automated Parameters Prediction for Microwave Thermal Ablation of Liver Tumor with Ultrasound Image. ICDL (2023)
Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
Learning Domain-Aware Detection Head with Prompt Tuning. CoRR (2023)
Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
Learning Domain-Aware Detection Head with Prompt Tuning. NeurIPS (2023)
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
Emergent Communication for Rules Reasoning. CoRR (2023)
Xuan Deng, Yueming Wang, Daogang He, Guicheng Han, Tianru Xue, Yifan Hao, Xiaoqiong Zhuang, Jun Liu, Changxing Zhang, Shengwei Wang
A Compact Mid-Wave Infrared Imager System With Real-Time Target Detection and Tracking. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yifan Hao, Yongwei Zhao, Chenxiao Liu, Zidong Du, Shuyao Cheng, Xiaqing Li, Xing Hu, Qi Guo, Zhiwei Xu, Tianshi Chen
Cambricon-P: A Bitflow Architecture for Arbitrary Precision Computing. MICRO (2022)
Yifan Hao, Aiyan Ji, Rongrong Xing, Wenqing Zhu, Baohong Jiang, Yi Jian, Hao Chen
Capillaries segmentation of NIR-II images and its application in ischemic stroke. Comput. Biol. Medicine 147 (2022)
Yifan Hao, Huiping Cao, K. Selcuk Candan, Jiefei Liu, Huiying Chen, Ziwei Ma
Class-Specific Attention (CSA) for Time-Series Classification. CoRR (2022)
Erick Draayer, Huiping Cao, Yifan Hao
Reevaluating the Change Point Detection Problem with Segment-based Bayesian Online Detection. CIKM (2021)
Yifan Hao, Huiping Cao, Abdullah Mueen, Sukumar Brahma
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Ayoosh Bansal, Jayati Singh, Yifan Hao, Jen-Yang Wen, Renato Mancuso, Marco Caccamo
Reconciling Predictability and Coherent Caching. MECO (2020)
Tarek F. Abdelzaher, Yifan Hao, Kasthuri Jayarajah, Archan Misra, Per Skarin, Shuochao Yao, Dulanga Weerakoon, Karl-Erik Årzén
Five Challenges in Cloud-enabled Intelligence and Control. ACM Trans. Internet Techn. 20 (1) (2020)
Yifan Hao, Huiping Cao
A New Attention Mechanism to Classify Multivariate Time Series. IJCAI (2020)
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
Scheduling Real-time Deep Learning Services as Imprecise Computations. RTCSA (2020)
Yifan Hao, Huiping Cao, Erick Draayer
CNN Approaches to Classify Multivariate Time Series Using Class-specific Features. SMDS (2020)
Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski
Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 26 (2) (2020)
Chengdong Zheng, Xiaojing Wang, Yifan Hao, Ke Wang, Xin Xiong
Normalized Recurrent Dynamic Adaption Network: A New Framework With Dynamic Alignment for Intelligent Fault Diagnosis. IEEE Access 8 (2020)
Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher
Scheduling Real-time Deep Learning Services as Imprecise Computations. CoRR (2020)
Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon
Eugene: Towards Deep Intelligence as a Service. ICDCS (2019)
Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM (2019)
Ayoosh Bansal, Jayati Singh, Yifan Hao, Jen-Yang Wen, Renato Mancuso, Marco Caccamo
Cache Where you Want! Reconciling Predictability and Coherent Caching. CoRR (2019)
Jongdeog Lee, Yifan Hao, Tarek F. Abdelzaher, Kelvin Marcus, Reginald L. Hobbs
A Command-by-Intent Architecture for Battlefield Information Acquisition Systems. FUSION (2018)
Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski
A predictive Self-Configuring Simulator for Online Media. WSC (2018)
Milan Biswal, Yifan Hao, Phillip Chen, Sukumar Brahma, Huiping Cao, Phillip L. De Leon
Signal features for classification of power system disturbances using PMU data. PSCC (2016)
Yifan Hao, Huiping Cao, Yan Qi, Chuan Hu, Sukumar Brahma, Jingyu Han
Efficient keyword search on graphs using MapReduce. IEEE BigData (2015)
Yifan Hao, Huiping Cao, Chuan Hu, Kabi Bhattarai, Satyajayant Misra
-anonymity for social networks containing rich structural and textual information. Soc. Netw. Anal. Min. 4 (1) (2014)
Yifan Hao, Huiping Cao, Kabi Bhattarai, Satyajayant Misra
STK-anonymity: k-anonymity of social networks containing both structural and textual information. DBSocial (2013)
Yangpai Liu, Huiping Cao, Yifan Hao, Peng Han, Xinda Zeng
Discovering Context-aware Influential Objects. SDM (2012)