By Topic: [QC-System] [AI-GPUs & AI-Compiler] [AI-Arch] [Others]

[CCGrid'21]

TiAcc: Triangle-inequality based Hardware Accelerator for K-means on FPGAs

[PDF]
Yuke Wang, Boyuan Feng, Gushu Li, Georgios Tzimpragos, Lei Deng, Yuan Xie, Yufei Ding.

[AAAI'21]

UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks

[PDF]
Boyuan Feng, Yuke Wang, Yufei Ding.

[ICASSP'21]

SAGA: Sparse Adversarial Attack on EEG-based Brain Computer Interface

[PDF]
Boyuan Feng, Yuke Wang, Yufei Ding.

[AAAI'20]

Weighted-Sampling Audio Adversarial Example Attack

[PDF]
Xiaolei Liu, Kun Wan, Yufei Ding, Xiaosong Zhang, Qingxin Zhu.

[ICTAI'20]

SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization

[PDF]
Boyuan Feng*, Yuke Wang*, Xu Li, Shu Yang, Xueqiao Peng, Yufei Ding (* co-primary authors).

[NPC'20]

A Close Look at Multi-Tenant Parallel CNN Inference for Autonomous Driving

[PDF]
Yitong Huang, Yu Zhang, Boyuan Feng, Xing Guo, Yanyong Zhang, Yufei Ding

[ICML'20]

Boosting Deep Neural Network Efficiency with Dual-Module Inference

[PDF]
Liu Liu, Lei Deng, Zhaodong Chen, Yuke Wang, Shuangchen Li, Jingwei Zhang, Yihua Yang, Zhenyu Gu, Xing Hu, Yufei Ding, Yuan Xie.

[ICLR'19]

Dynamic Sparse Graph for Efficient Deep Learning

[PDF]
Liu Liu, Lei Deng, Xing Hu, Maohua Zhu, Guoqi Li, Yufei Ding, Yuan Xie.

[ICTAI'19]

Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout

[PDF]
Kun Wan, Shu Yang, Boyuan Feng, Lingwei Xie, Yufei Ding.

[FCCM'19 (Poster)]

KPynq: A Work-Efficient Triangle-Inequality based K-means on FPGA

[PDF]
Yuke Wang, Zhaorui Zeng, Boyuan Feng, Lei Deng, Yufei Ding.

[NSF'18]

Inter-Disciplinary Research Challenges in Computer Systems for the 2020s

[PDF]
Albert Cohen, Xipeng Shen, Josep Torrellas, James Tuck, Yuanyuan Zhou, et al.
Technical Report, National Science Foundation, USA, December, 2018

[OOPSLA'17]

GLORE: Generalized Loop Redundancy Elimination upon LER-Notation

[PDF]
Yufei Ding, Xipeng Shen.
Proceedings of the 2017 ACM International Conference on Object Oriented Programming Systems Languages & Applications . [Acceptance ratio: 29% (66/223).]

[ICML'15]

Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup

[PDF]
Yufei Ding, Yue Zhao, Xipeng Shen, Madan Musuvathi, Todd Mytkowicz.
International Conference on Machine Learning, Lille, France, July 06-11, 2015. [Acceptance ratio: 26% (270/1037).]

[ASPLOS'14]

Finding the Limit: Examining the Potential and Complexity of Compilation Scheduling for JIT-Based Runtime System

[PDF]
Yufei Ding, Mingzhou Zhou, Zhijia Zhao, Sarah Eisenstat, Xipeng Shen.
The Nineteenth International Conference on Architectural Support for Programming Languages and Operating Systems, Salt Lake City, 2014. [Acceptance ratio: 23% (49/217).]

[OOPSLA'14]

Call Sequence Prediction through Probabilistic Calling Automata

[PDF]
Zhijia Zhao, Bo Wu, Mingzhou Zhou, Yufei Ding, Jianhua Sun, Xipeng Shen, Youfeng Wu.
Proceedings of the 2014 ACM International Conference on Object Oriented Programming Systems Languages & Applications. [Acceptance ratio: 28% (53/186)]

[CGO'13]

ProfMig: A Framework for Flexible Migration of Program Profiles Across Software Versions

[PDF]
Mingzhou Zhou, Bo Wu, Yufei Ding, and Xipeng Shen.
International Symposium on Code Generation and Optimization Shenzhen, China, 2013. [Acceptance ratio: 28%]