Zhaoyang Han

I am Zhaoyang Han, a PhD candidate at Northeastern University advised by Prof. Miriam Leeser . I received my Bachelor's degree at University of Manchester and Master's degree at University of Pennsylvania. I mainly focus on reconfigurable hardwares and networking systems.

Contact: zhhan at(symbol) coe dot neu dot edu

CV

Publications

Memory-efficient Sketch Acceleration for Handling Large Network Flows on FPGAs

(To Appear)

Zhaoyang Han, Yicheng Qian, Michael Zink; Miriam Leeser
2024 International Conference on Field Programmable Technology (ICFPT'24) , 2024


HotaQ: Hardware Oriented Token Adaptive Quantization for Large Language Models

(Early Access)

Xuan Shen, Zhaoyang Han, Lei Lu, Zhenglun Kong, Peiyan Dong, Zhengang Li, Yanyue Xie, Chao Wu, Miriam Leeser, Pu Zhao, Xue Lin and Yanzhi Wang
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD'24) , 2024


Realizing Network-Attached FPGAs in the Cloud

(Early Access)

Miriam Leeser, Suranga Handagala, Dana Diaconu, Zhaoyang Han, Michael Zink
Computing in Science & Engineering (IEEE CiSE) , 2024


Extracting TCPIP Headers at High Speed for the Anonymized Network Traffic Graph Challenge

(Innovation Awards)

Zhaoyang Han, Andrew Briasco-Stewart; Michael Zink; Miriam Leeser
2024 IEEE High Performance Extreme Computing Conference (IEEE HPEC'24) , 2024


P4-based In-Network Telemetry for FPGAs in the Open Cloud Testbed and FABRIC

Sandeep Bal, Zhaoyang Han, Suranga Handagala; Mert Crevik, Michael Zink; Miriam Leeser
IEEE INFOCOM 2024-IEEE Conference on Computer Communications Workshops (IEEE INFOCOM WKSHPS'24) , 2024


A Framework to Enable Runtime Programmable P4-enabled FPGAs in the Open Cloud Testbed

(Best paper award)

Zhaoyang Han, Suranga Handagala; Kalyani Patle; Michael Zink; Miriam Leeser
IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops (IEEE INFOCOM WKSHPS'23) , 2023


Hardware Software Codesign of Applications on the Edge: Accelerating Digital PreDistortion for Wireless Communications

Zhaoyang Han, Yiyue Jiang, Mushini Rahul, John Dooley, Miriam Leeser
2022 IEEE High Performance Extreme Computing Conference (IEEE HPEC'22) , 2022


Computationally Efficient Look-up-Tables for Behavioral Modelling and Digital Pre-distortion of Multi-Standard Wireless System

Zhaoyang Han, Meabh Loughman, Yiyue Jiang, Mushini Rahul, John Dooley, Miriam Leeser
16th EAI International Conference on Cognitive Radio Oriented Wireless Networks (EAI CROWNCOM'21) , 2021


Flightplan: Dataplane Disaggregation and Placement for P4 Programs

Nik Sultana, John Sonchack, Hans Giesen, Isaac Pedisich, Zhaoyang Han, Nishanth Shyamkumar, Shivani Burad, André DeHon, Boon Thau Loo
18th USENIX Symposium on Networked Systems Design and Implementation (USENIX NSDI'21) , 2021

Reducing FPGA compile time with separate compilation for FPGA building blocks

Yuanlong Xiao, Dongjoon Park, Andrew Butt, Hans Giesen, Zhaoyang Han, Rui Ding, Nevo Magnezi, Raphael Rubin, André DeHon
International Conference on Field-Programmable Technology (ICFPT'19) , 2019

Preprint

FOTA-Quant: FPGA-Oriented Token Adaptive Quantization Framework for the Acceleration of LLMs

(Poster)

Xuan Shen, Zhaoyang Han, Peiyan Dong, Yanyue Xie, Zhenglun Kong, Zhengang Li, Yanzhi Wang, Miriam Leeser
(2024 Design Automation Conference) (DAC'61) , 2024

EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge

(Preprint)

Xuan Shen, Zhenglun Kong, Changdi Yang, Zhaoyang Han, Lei Lu, Peiyan Dong, Cheng Lyu, Chih-hsiang Li, Xuehang Guo, Zhihao Shu, Wei Niu, Miriam Leeser, Pu Zhao, Yanzhi Wang
arXiv preprint , 2024