Yida Wang

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 11

Top Topics

Convolution Kernel

Subgraph Isomorphism

Diffusion Models

Sparse Learning

Top Venues

Publications

Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. KDD (2024)
Jun Huang, Zhen Zhang, Shuai Zheng, Feng Qin, Yida Wang
DISTMM: Accelerating Distributed Multimodal Model Training. NSDI (2024)
Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. MLSys (2024)
Hongzheng Chen, Cody Hao Yu, Shuai Zheng, Zhen Zhang, Zhiru Zhang, Yida Wang
Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training. ASPLOS (2) (2024)
Chenyu Jiang, Ye Tian, Zhen Jia, Shuai Zheng, Chuan Wu, Yida Wang
Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapping. CoRR (2024)
Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. MLSys (2024)
Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu
DiffusionPipe: Training Large Diffusion Models with Efficient Pipelines. CoRR (2024)
Haozheng Fan, Hao Zhou, Guangtai Huang, Parameswaran Raman, Xinwei Fu, Gaurav Gupta, Dhananjay Ram, Yida Wang, Jun Huan
HLAT: High-quality Large Language Model Pre-trained on AWS Trainium. CoRR (2024)
Xueying Wang, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Youngsuk Park, Kailash Budhathoki, Liangfu Chen, Jonas M. Kübler, Jiaji Huang, Matthäus Kleindessner, Jun Huan, Volkan Cevher, Yida Wang, George Karypis
Inference Optimization of Foundation Models on AI Accelerators. CoRR (2024)
Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. EuroSys (2024)