Jiayi Huang

38 papers A* 10A 4B 1Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on Mixture of Experts in Large Language Models.
IEEE Trans. Knowl. Data Eng.
Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang
2025 J jnl
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts.
CoRR
Shwai He, Weilin Cai, Jiayi Huang, Ang Li
2025 A* conf
Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models.
ISCA
Le Qin, Junwei Cui, Weilin Cai, Jiayi Huang
2025 J jnl
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction.
CoRR
Weilin Cai, Le Qin, Shwai He, Junwei Cui, Ang Li, Jiayi Huang
2025 — conf
MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training.
ASPLOS (2)
Weilin Cai, Le Qin, Jiayi Huang
2025 J jnl
NoCFuzzer: Automating NoC Verification in UVM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ruiyang Ma, Jiayi Huang, Shijian Zhang, Yuan Xie, Guojie Luo
2025 A* conf
Optimizing All-to-All Collective Communication with Fault Tolerance on Torus Networks.
MICRO
Le Qin, Junwei Cui, Weilin Cai, Meng Niu, Yan Yang, Jiayi Huang
2025 A* conf
Push Multicast: A Speculative and Coherent Interconnect for Mitigating Manycore CPU Communication Bottleneck.
HPCA
Jiayi Huang, Yanhua Chen, Zhe Wang, Christopher J. Hughes, Yufei Ding, Yuan Xie
2025 A* conf
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts.
ICML
Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang
2025 A* conf
Software Prefetch Multicast: Sharer-Exposed Prefetching for Bandwidth Efficiency in Manycore Processors.
MICRO
Yanhua Chen, Jiong Feng, Zhe Wang, Christopher J. Hughes, Jiayi Huang
2025 A* conf
TRACI: Network Acceleration of Input-Dynamic Communication for Large-Scale Deep Learning Recommendation Model.
ISCA
Guyue Huang, Hao Li, Le Qin, Jiayi Huang, Yangwook Kang, Yufei Ding, Yuan Xie
2024 J jnl
A Survey on Mixture of Experts.
CoRR
Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang
2024 A conf
An Endeavor to Industrialize Hardware Fuzzing: Automating NoC Verification in UVM.
DATE
Ruiyang Ma, Huatao Zhao, Jiayi Huang, Shijian Zhang, Guojie Luo
2024 J jnl
Partial Experts Checkpoint: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training.
CoRR
Weilin Cai, Le Qin, Jiayi Huang
2024 J jnl
Prefender: A Prefetching Defender Against Cache Side Channel Attacks as a Pretender.
IEEE Trans. Computers
Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang
2024 J jnl
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts.
CoRR
Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang
2023 A* conf
ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis.
MICRO
Chen Bai, Jiayi Huang, Xuechao Wei, Yuzhe Ma, Sicheng Li, Hongzhong Zheng, Bei Yu, Yuan Xie
2023 J jnl
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender.
CoRR
Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang
2023 J jnl
WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants.
IEEE Trans. Computers
Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Chia-Che Tsai, Abdullah Muzahid, Eun Jung Kim
2022 J jnl
MPU-Sim: A Simulator for In-DRAM Near-Bank Processing Architectures.
IEEE Comput. Archit. Lett.
Xinfeng Xie, Peng Gu, Jiayi Huang, Yufei Ding, Yuan Xie
2022 A conf
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender.
DATE
Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang
2022 J jnl
RvDfi: A RISC-V Architecture With Security Enforcement by High Performance Complete Data-Flow Integrity.
IEEE Trans. Computers
Lang Feng, Jiayi Huang, Luyi Li, Haochen Zhang, Zhongfeng Wang
2022 J jnl
Toward Taming the Overhead Monster for Data-flow Integrity.
ACM Trans. Design Autom. Electr. Syst.
Lang Feng, Jiayi Huang, Jeff Huang, Jiang Hu
2021 J jnl
A Voting Approach for Adaptive Network-on-Chip Power-Gating.
IEEE Trans. Computers
Jiayi Huang, Shilpa Bhosekar, Rahul Boyapati, Ningyuan Wang, Byul Hur, Ki Hwan Yum, Eun Jung Kim
2021 J jnl
Attacks of the Knights: Exploiting Non Uniform Cache Access Time.
CoRR
Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Pritam Majumder, Jiayi Huang, Chia-Che Tsai, Eun Jung Kim, Abdullah Muzahid
2021 A* conf
Communication Algorithm-Architecture Co-Design for Distributed Deep Learning.
ISCA
Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim
2021 J jnl
Computing En-Route for Near-Data Processing.
IEEE Trans. Computers
Jiayi Huang, Pritam Majumder, Sungkeun Kim, Troy Fulton, Ramprakash Reddy Puli, Ki Hwan Yum, Eun Jung Kim
2021 J jnl
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System.
CoRR
Pritam Majumder, Jiayi Huang, Sungkeun Kim, Abdullah Muzahid, Dylan Siegers, Chia-Che Tsai, Eun Jung Kim
2021 J jnl
Remote Control: A Simple Deadlock Avoidance Scheme for Modular Systems-on-Chip.
IEEE Trans. Computers
Pritam Majumder, Sungkeun Kim, Jiayi Huang, Ki Hwan Yum, Eun Jung Kim
2021 J jnl
Toward Taming the Overhead Monster for Data-Flow Integrity.
CoRR
Lang Feng, Jiayi Huang, Jeff Huang, Jiang Hu
2020 — conf
ReViCe: Reusing Victim Cache to Prevent Speculative Cache Leakage.
SecDev
Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Neophytos Christou, Abdullah Muzahid, Chia-Che Tsai, Eun Jung Kim
2019 A* conf
Active-Routing: Compute on the Way for Near-Data Processing.
HPCA
Jiayi Huang, Ramprakash Reddy Puli, Pritam Majumder, Sungkeun Kim, Rahul Boyapati, Ki Hwan Yum, Eun Jung Kim
2019 J jnl
Coloring Big Graphs with AlphaGoZero.
CoRR
Jiayi Huang, Md. Mostofa Ali Patwary, Gregory F. Diamos
2019 J jnl
Remote Control: A Simple Deadlock Avoidance Scheme for Modular System on Chip.
CoRR
Pritam Majumder, Sungkeun Kim, Jiayi Huang, Ki Hwan Yum, Eun Jung Kim
2017 A* conf
APPROX-NoC: A Data Approximation Framework for Network-On-Chip Architectures.
ISCA
Rahul Boyapati, Jiayi Huang, Pritam Majumder, Ki Hwan Yum, Eun Jung Kim
2017 A conf
Fly-Over: A Light-Weight Distributed Power-Gating Mechanism for Energy-Efficient Networks-on-Chip.
IPDPS
Rahul Boyapati, Jiayi Huang, Ningyuan Wang, Kyung Hoon Kim, Ki Hwan Yum, Eun Jung Kim
2017 A conf
Packet coalescing exploiting data redundancy in GPGPU architectures.
ICS
Kyung Hoon Kim, Rahul Boyapati, Jiayi Huang, Yuho Jin, Ki Hwan Yum, Eun Jung Kim
2016 B conf
POSTER: Fly-Over: A Light-Weight Distributed Power-Gating Mechanism For Energy-Efficient Networks-on-Chip.
PACT
Rahul Boyapati, Jiayi Huang, Ningyuan Wang, Kyung Hoon Kim, Ki Hwan Yum, Eun Jung Kim