Heng Shi

According to our database, Heng Shi authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Do We Need Tensor Cores for Stencil Computations?

Qiqi Gu, Chenpeng Wu, Heng Shi, Jianguo Yao, Haibing Guan

CoRR, March, 2026

SPIDER: Unleashing Sparse Tensor Cores for Stencil Computation via Strided Swapping.

Qiqi Gu, Chenpeng Wu, Heng Shi, Jianguo Yao

Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026

2025

SPTCStencil: Unleashing Sparse Tensor Cores for Stencil Computation via Strided Swap.

Qiqi Gu, Chenpeng Wu, Heng Shi, Jianguo Yao

CoRR, June, 2025

Samoyeds: Accelerating MoE Models with Structured Sparsity Leveraging Sparse Tensor Cores.

Chenpeng Wu, Qiqi Gu, Heng Shi, Jianguo Yao, Haibing Guan

Proceedings of the Twentieth European Conference on Computer Systems, 2025

Postiz: Extending Post-increment Addressing for Loop Optimization and Code Size Reduction.

Enming Fan, Xiaofeng Guan, Fan Hu, Heng Shi, Hao Zhou, Jianguo Yao

Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, 2025

2024

UFront: Toward A Unified MLIR Frontend for Deep Learning.

Guoqing Bao, Heng Shi, Chengyi Cui, Yalin Zhang, Jianguo Yao

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

SPHINX: Search Space-Pruning Heterogeneous Task Scheduling for Deep Neural Networks.

Bowen Yuchi, Heng Shi, Guoqing Bao

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Boost Linear Algebra Computation Performance via Efficient VNNI Utilization.

Hao Zhou, Qiukun Han, Heng Shi, Yalin Zhang, Jianguo Yao

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2019

Data-Driven Uncertainty Quantification and Characterization for Household Energy Demand Across Multiple Time-Scales.

Heng Shi, Qiuyang Ma, Nathan D. Smith, Furong Li

IEEE Trans. Smart Grid, 2019

A Pricing Strategy Reflecting the Cost of Power Volatility to Facilitate Decentralized Demand Response.

Zhong Zhang, Furong Li, Heng Shi

IEEE Access, 2019

2018

Deep Learning for Household Load Forecasting - A Novel Pooling Deep RNN.

Heng Shi, Minghao Xu, Ran Li

IEEE Trans. Smart Grid, 2018