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ORCIDJiayi Huang 0001
Person information
- unicode name: 黄嘉逸
- affiliation: Hong Kong University of Science and Technology (Guangzhou), China
- affiliation (2022 - 2023): Alibaba DAMO Academy, Beijing, China
- affiliation (2020 - 2022): University of California Santa Barbara, Department of Electrical and Computer Engineering, CA, USA
- affiliation (PhD 2020): Texas A&M University, College Station, TX, USA
Other persons with the same name
- Jiayi Huang — disambiguation page
- Jiayi Huang 0002 — Peking University, Center for Data Science, Beijing, China
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2020 – today
- 2025
[j10]Ruiyang Ma
, Jiayi Huang, Shijian Zhang, Yuan Xie, Guojie Luo:
NoCFuzzer: Automating NoC Verification in UVM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(1): 371-384 (2025)- [j9]Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang:
A Survey on Mixture of Experts in Large Language Models. IEEE Trans. Knowl. Data Eng. 37(7): 3896-3915 (2025) - [c15]Weilin Cai, Le Qin, Jiayi Huang:
MoC-System: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. ASPLOS (2) 2025: 655-671 - [c14]Jiayi Huang, Yanhua Chen, Zhe Wang, Christopher J. Hughes, Yufei Ding, Yuan Xie:
Push Multicast: A Speculative and Coherent Interconnect for Mitigating Manycore CPU Communication Bottleneck. HPCA 2025: 1541-1556 - [c13]Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang:
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts. ICML 2025 - [c12]Le Qin, Junwei Cui, Weilin Cai, Jiayi Huang:
Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models. ISCA 2025: 498-513 - [c11]Guyue Huang, Hao Li, Le Qin, Jiayi Huang, Yangwook Kang, Yufei Ding, Yuan Xie:
TRACI: Network Acceleration of Input-Dynamic Communication for Large-Scale Deep Learning Recommendation Model. ISCA 2025: 1880-1893 - [i11]Shwai He, Weilin Cai, Jiayi Huang, Ang Li:
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts. CoRR abs/2503.05066 (2025) - [i10]Weilin Cai, Le Qin, Shwai He, Junwei Cui, Ang Li, Jiayi Huang:
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction. CoRR abs/2508.18376 (2025) - 2024
- [j8]Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang:
Prefender: A Prefetching Defender Against Cache Side Channel Attacks as a Pretender. IEEE Trans. Computers 73(6): 1457-1471 (2024) - [c10]Ruiyang Ma, Huatao Zhao, Jiayi Huang, Shijian Zhang, Guojie Luo:
An Endeavor to Industrialize Hardware Fuzzing: Automating NoC Verification in UVM. DATE 2024: 1-2 - [i9]Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang:
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts. CoRR abs/2404.05019 (2024) - [i8]Weilin Cai, Juyong Jiang, Fan Wang, Jing Tang, Sunghun Kim, Jiayi Huang:
A Survey on Mixture of Experts. CoRR abs/2407.06204 (2024) - [i7]Weilin Cai, Le Qin, Jiayi Huang:
Partial Experts Checkpoint: Efficient Fault Tolerance for Sparse Mixture-of-Experts Model Training. CoRR abs/2408.04307 (2024) - 2023
- [j7]Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Chia-Che Tsai, Abdullah Muzahid, Eun Jung Kim:
WHISTLE: CPU Abstractions for Hardware and Software Memory Safety Invariants. IEEE Trans. Computers 72(3): 811-825 (2023) - [c9]Chen Bai, Jiayi Huang, Xuechao Wei, Yuzhe Ma, Sicheng Li, Hongzhong Zheng, Bei Yu, Yuan Xie:
ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis. MICRO 2023: 268-282 - [i6]Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang:
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender. CoRR abs/2307.06756 (2023) - 2022
- [j6]Xinfeng Xie, Peng Gu, Jiayi Huang, Yufei Ding, Yuan Xie:
MPU-Sim: A Simulator for In-DRAM Near-Bank Processing Architectures. IEEE Comput. Archit. Lett. 21(1): 1-4 (2022) - [j5]Lang Feng, Jiayi Huang, Luyi Li, Haochen Zhang, Zhongfeng Wang:
RvDfi: A RISC-V Architecture With Security Enforcement by High Performance Complete Data-Flow Integrity. IEEE Trans. Computers 71(10): 2499-2512 (2022) - [j4]Lang Feng, Jiayi Huang, Jeff Huang, Jiang Hu:
Toward Taming the Overhead Monster for Data-flow Integrity. ACM Trans. Design Autom. Electr. Syst. 27(3): 25:1-25:24 (2022) - [c8]Luyi Li, Jiayi Huang, Lang Feng, Zhongfeng Wang:
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender. DATE 2022: 1509-1514 - 2021
- [j3]Jiayi Huang, Pritam Majumder, Sungkeun Kim, Troy Fulton, Ramprakash Reddy Puli, Ki Hwan Yum, Eun Jung Kim:
Computing En-Route for Near-Data Processing. IEEE Trans. Computers 70(6): 906-921 (2021) - [j2]Pritam Majumder, Sungkeun Kim, Jiayi Huang, Ki Hwan Yum, Eun Jung Kim:
Remote Control: A Simple Deadlock Avoidance Scheme for Modular Systems-on-Chip. IEEE Trans. Computers 70(11): 1928-1941 (2021) - [j1]Jiayi Huang, Shilpa Bhosekar, Rahul Boyapati, Ningyuan Wang, Byul Hur, Ki Hwan Yum, Eun Jung Kim:
A Voting Approach for Adaptive Network-on-Chip Power-Gating. IEEE Trans. Computers 70(11): 1962-1975 (2021) - [c7]Jiayi Huang, Pritam Majumder, Sungkeun Kim, Abdullah Muzahid, Ki Hwan Yum, Eun Jung Kim:
Communication Algorithm-Architecture Co-Design for Distributed Deep Learning. ISCA 2021: 181-194 - [i5]Lang Feng, Jiayi Huang, Jeff Huang, Jiang Hu:
Toward Taming the Overhead Monster for Data-Flow Integrity. CoRR abs/2102.10031 (2021) - [i4]Pritam Majumder, Jiayi Huang, Sungkeun Kim, Abdullah Muzahid, Dylan Siegers, Chia-Che Tsai, Eun Jung Kim:
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System. CoRR abs/2104.13671 (2021) - [i3]Farabi Mahmud, Sungkeun Kim, Harpreet Singh Chawla, Pritam Majumder, Jiayi Huang, Chia-Che Tsai, Eun Jung Kim, Abdullah Muzahid:
Attacks of the Knights: Exploiting Non Uniform Cache Access Time. CoRR abs/2112.10028 (2021) - 2020
- [c6]Sungkeun Kim, Farabi Mahmud, Jiayi Huang, Pritam Majumder, Neophytos Christou, Abdullah Muzahid, Chia-Che Tsai, Eun Jung Kim:
ReViCe: Reusing Victim Cache to Prevent Speculative Cache Leakage. SecDev 2020: 96-107
2010 – 2019
- 2019
- [c5]Jiayi Huang, Ramprakash Reddy Puli, Pritam Majumder, Sungkeun Kim, Rahul Boyapati, Ki Hwan Yum, Eun Jung Kim:
Active-Routing: Compute on the Way for Near-Data Processing. HPCA 2019: 674-686 - [i2]Jiayi Huang, Md. Mostofa Ali Patwary, Gregory F. Diamos:
Coloring Big Graphs with AlphaGoZero. CoRR abs/1902.10162 (2019) - [i1]Pritam Majumder, Sungkeun Kim, Jiayi Huang, Ki Hwan Yum, Eun Jung Kim:
Remote Control: A Simple Deadlock Avoidance Scheme for Modular System on Chip. CoRR abs/1910.04882 (2019) - 2017
- [c4]Kyung Hoon Kim, Rahul Boyapati, Jiayi Huang, Yuho Jin, Ki Hwan Yum, Eun Jung Kim:
Packet coalescing exploiting data redundancy in GPGPU architectures. ICS 2017: 6:1-6:10 - [c3]Rahul Boyapati, Jiayi Huang, Ningyuan Wang, Kyung Hoon Kim, Ki Hwan Yum, Eun Jung Kim:
Fly-Over: A Light-Weight Distributed Power-Gating Mechanism for Energy-Efficient Networks-on-Chip. IPDPS 2017: 708-717 - [c2]Rahul Boyapati, Jiayi Huang, Pritam Majumder, Ki Hwan Yum, Eun Jung Kim:
APPROX-NoC: A Data Approximation Framework for Network-On-Chip Architectures. ISCA 2017: 666-677 - 2016
- [c1]Rahul Boyapati, Jiayi Huang, Ningyuan Wang, Kyung Hoon Kim, Ki Hwan Yum, Eun Jung Kim:
POSTER: Fly-Over: A Light-Weight Distributed Power-Gating Mechanism For Energy-Efficient Networks-on-Chip. PACT 2016: 413-414
Coauthor Index
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