Faculty Profiles - XIE Zhiyao | The Hong Kong University of Science and Technology

Zhiyao XIE
謝知遥

PhD in Computer Engineering
Duke University, 2022

Assistant Professor
Department of Electronic and Computer Engineering

Google Scholar

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ORCID

0000-0002-4442-592X

ResearcherID

ADX-5668-2022

Scopus ID

57204970676

Research Interest

Electronic design automation
Machine learning
Integrated circuits and systems
Computer architecture
Computer simulation

Publications

2024 6

Data-Pattern-Based Predictive On-Chip Power Meter in DNN Accelerator

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, June 2024, article number 10554667, p. 1-1
Peng, Jian; Liang, Tingyuan; Jiang, Jingbo; Zhang, Yipu; Lin, Zhe; Xie, Zhiyao; Zhang, Wei
Article

Towards Fully Automated Machine Learning for Routability Estimator Development

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v, 43, (3), March 2024, article number 10310247, p. 970-982
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Zhang, Tunhou; Hu, Jiang; Chen, Yiran
Article

Transferable Pre-Synthesis PPA Estimation for RTL Designs With Data Augmentation Techniques

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, July 2024, article number 10577671, p. 1-1
Fang, Wenji; Lu, Yao; Liu, Shang; Zhang, Qijun; Xu, Ceyu; Wills, Lisa Wu; Zhang, Hongce; Xie, Zhiyao
Article

APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level

2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC) / IEEE. Piscataway, NJ : IEEE, 2024, p. 374-379, Article number 10473805
Zhang, Tao; Yang, Haoyu; Liu, Kang; Xie, Zhiyao
Conference paper

RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC / IEEE. Piscataway, NJ : IEEE, 2024, p. 722-727, article number 10473904
Lu, Yao; Liu, Shang; Zhang, Qijun; Xie, Zhiyao
Conference paper

Unleashing Flexibility of ML-based Power Estimators Through Efficient Development Strategies

Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024 / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 1-6
Lu, Yao; Zhang, Qijun; Xie, Zhiyao
Conference paper

2023 12

The Dark Side: Security and Reliability Concerns in Machine Learning for EDA

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v. 42, (4), April 2023, p. 1171-1184
Xie, Zhiyao; Pan, Jingyu; Chang, Chen-Chia; Hu, Jiang; Chen, Yiran
Article

Deep Learning for Routability

Machine Learning Applications in Electronic Design Automation / Edited by Haoxing Ren, Jiang Hu. Switzerland : Springer Cham, 2023, p. 35-61, Ch. 2
Xie, Zhiyao; Pan, Jingyu; Chang, Chen-Chia; Liang, Rongjian; Barboza, Erick Carvajal; Chen, Yiran
Book chapter

Net-Based Machine Learning-Aided Approaches for Timing and Crosstalk Estimation

Machine Learning Applications in Electronic Design Automation / Edited by Haoxing Ren, Jiang Hu. Switzerland : Springer Cham, 2023, p. 63-84, Ch. 3
Liang, Rongjian; Xie, Zhiyao; Barboza, Erick Carvajal; Hu, Jiang
Book chapter

Efficient Runtime Power Modeling with On-Chip Power Meters

ISPD '23: Proceedings of the 2023 International Symposium on Physical Design, March 2023, p. 168-174
Xie, Zhiyao
Conference paper

FADO: Floorplan-Aware Directive Optimization for High-Level Synthesis Designs on Multi-Die FPGAs

FPGA '23: Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2023, p. 15-25
Du, Linfeng; Liang, Tingyuan; Sinha, Sharad; Xie, Zhiyao; Zhang, Wei
Conference paper

Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2023, January 2023, p. 58-63
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Li, Yaguang; Lin, Yishuang; Hu, Jiang; Chen, Yiran
Conference paper

MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, November 2023, article number 10323951
Fang, Wenji; Lu, Yao; Liu, Shang; Zhang, Qijun; Xu, Ceyu; Wills, Lisa Wu; Zhang, Hongce; Xie, Zhiyao
Conference paper

PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, November 2023, article number 10323665
Zhang, Qijun; Li, Shiyu; Zhou, Guanglei; Pan, Jingyu; Chang, Chen-Chia; Chen, Yiran; Xie, Zhiyao
Conference paper

PertNAS: Architectural Perturbations for Memory-Efficient Neural Architecture Search

Proceedings - Design Automation Conference, v. 2023-July, July 2023, article number 10247756
Ahmad, Afzal; Xie, Zhiyao; Zhang, Wei
Conference paper

PROPHET: Predictive On-Chip Power Meter in Hardware Accelerator for DNN

Proceedings - Design Automation Conference, v. 2023-July, July 2023, article number 10247979
Peng, Jian; Liang, Tingyuan; Xie, Zhiyao; Zhang, Wei
Conference paper

Rethink before Releasing Your Model: ML Model Extraction Attack in EDA

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC / IEEE. New York, USA : Association for Computing Machinery, 2023, p. 252-257
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Hu, Jiang; Chen, Yiran
Conference paper

Security and Reliability Challenges in Machine Learning for EDA: Latest Advances

Proceedings - International Symposium on Quality Electronic Design, ISQED, v. 2023-April, May 2023, article number 10129359
Xie, Zhiyao; Zhang, Tao; Peng, Yifeng
Conference paper

2022 4

Pre-Placement Net Length and Timing Estimation by Customized Graph Neural Network

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v. 41, (11), November 2022, article number 9707500, p. 4667-4680
Xie, Zhiyao; Liang, Rongjian; Xu, Xiaoqing; Hu, Jiang; Chang, Chen Chia; Pan, Jingyu; Chen, Yiran
Article

DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters

ICCAD '22: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1-9, Article number 76
Xie, Zhiyao; Li, Shiyu; Ma, Mingyuan; Chang, Chen-Chia; Pan, Jingyu; Chen, Yiran; Hu, Jiang
Conference paper

Robustify ML-based Lithography Hotspot Detectors

ICCAD '22: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1-7, Article number 134
Pan, Jingyu; Chang, Chen-Chia; Xie, Zhiyao; Hu, Jiang; Chen, Yiran
Conference paper

Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data

DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 961-966
Pan, Jingyu; Chang, Chen-Chia; Xie, Zhiyao; Li, Ang; Tang, Minxue; Zhang, Tunhou; Hu, Jiang; Chen, Yiran
Conference paper

2021 3

APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors

MICRO '21: MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2021, p. 1-14
Xie, Zhiyao; Xu, Xiaoqing; Walker, Matt; Knebel, Joshua; Palaniswamy, Kumaraguru; Hebert, Nicolas; Hu, Jiang; Yang, Huanrui; Chen, Yiran; Das, Shidhartha
Conference paper

Automatic Routability Predictor Development Using Neural Architecture Search

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, v. 2021, November 2021, article number 9643483
Chang, Chen-Chia; Pan, Jingyu; Zhang, Tunhou; Xie, Zhiyao; Hu, Jiang; Qi, Weiyi; Lin, Chun-Wei; Liang, Rongjian; Mitra, Joydeep; Fallon, Elias; Chen, Yiran
Conference paper

Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation

ASPDAC '21: Proceedings of the 26th Asia and South Pacific Design Automation Conference / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2021, p. 671-677
Xie, Zhiyao; Liang, Rongjian; Xu, Xiaoqing; Hu, Jiang; Duan, Yixiao; Chen, Yiran
Conference paper

2020 4

Fast IR Drop Estimation with Machine Learning : Invited Paper

ICCAD '20: Proceedings of the 39th International Conference on Computer-Aided Design / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 1-8, Article number 13
Xie, Zhiyao; Li, Hai; Xu, Xiaoqing; Hu, Jiang; Chen, Yiran
Conference paper

FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2020, January 2020, article number 9045201, p. 19-25
Xie, Zhiyao; Fang, Guan-Qi; Huang, Yu-Hung; Ren, Haoxing; Zhang, Yanqing; Khailany, Brucek; Fang, Shao-Yun; Hu, Jiang; Chen, Yiran; Barboza, Erick Carvajal
Conference paper

PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2020, January 2020, article number 9045574, p. 13-18
Xie, Zhiyao; Ren, Haoxing; Khailany, Brucek; Sheng, Ye; Santosh, Santosh; Hu, Jiang; Chen, Yiran
Conference paper

Routing-Free Crosstalk Prediction

ICCAD '20: Proceedings of the 39th International Conference on Computer-Aided Design / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 1-9, Article number 163
Liang, Rongjian; Xie, Zhiyao; Jung, Jinwook; Chauha, Vishnavi; Chen, Yiran; Hu, Jiang; Xiang, Hua; Nam, Gi-Joon
Conference paper

2019 1

Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model

Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 180-185, Article number 8715126
Huang, Yu-Hung; Xie, Zhiyao; Fang, Guan-Qi; Yu, Tao-Chun; Ren, Haoxing; Fang, Shao-Yun; Chen, Yiran; Hu, Jiang
Conference paper

2018 1

RouteNet: Routability prediction for mixed-size designs using convolutional neural network

2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) / IEEE . Piscataway, NJ : IEEE, 2019, p. 1-8, Article number 8587655
Xie, Zhiyao; Huang, Yu-Hung; Fang, Guan-Qi; Ren, Haoxing; Fang, Shao-Yun; Chen, Yiran; Hu, Jiang
Conference paper

Article 3

Data-Pattern-Based Predictive On-Chip Power Meter in DNN Accelerator

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, June 2024, article number 10554667, p. 1-1
Peng, Jian; Liang, Tingyuan; Jiang, Jingbo; Zhang, Yipu; Lin, Zhe; Xie, Zhiyao; Zhang, Wei

Towards Fully Automated Machine Learning for Routability Estimator Development

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v, 43, (3), March 2024, article number 10310247, p. 970-982
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Zhang, Tunhou; Hu, Jiang; Chen, Yiran

Transferable Pre-Synthesis PPA Estimation for RTL Designs With Data Augmentation Techniques

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, July 2024, article number 10577671, p. 1-1
Fang, Wenji; Lu, Yao; Liu, Shang; Zhang, Qijun; Xu, Ceyu; Wills, Lisa Wu; Zhang, Hongce; Xie, Zhiyao

Conference paper 3

APPLE: An Explainer of ML Predictions on Circuit Layout at the Circuit-Element Level

2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC) / IEEE. Piscataway, NJ : IEEE, 2024, p. 374-379, Article number 10473805
Zhang, Tao; Yang, Haoyu; Liu, Kang; Xie, Zhiyao

RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC / IEEE. Piscataway, NJ : IEEE, 2024, p. 722-727, article number 10473904
Lu, Yao; Liu, Shang; Zhang, Qijun; Xie, Zhiyao

Unleashing Flexibility of ML-based Power Estimators Through Efficient Development Strategies

Proceedings of the 29th International Symposium on Low Power Electronics and Design, ISLPED 2024 / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 1-6
Lu, Yao; Zhang, Qijun; Xie, Zhiyao

Article 1

The Dark Side: Security and Reliability Concerns in Machine Learning for EDA

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v. 42, (4), April 2023, p. 1171-1184
Xie, Zhiyao; Pan, Jingyu; Chang, Chen-Chia; Hu, Jiang; Chen, Yiran

Book chapter 2

Deep Learning for Routability

Machine Learning Applications in Electronic Design Automation / Edited by Haoxing Ren, Jiang Hu. Switzerland : Springer Cham, 2023, p. 35-61, Ch. 2
Xie, Zhiyao; Pan, Jingyu; Chang, Chen-Chia; Liang, Rongjian; Barboza, Erick Carvajal; Chen, Yiran

Net-Based Machine Learning-Aided Approaches for Timing and Crosstalk Estimation

Machine Learning Applications in Electronic Design Automation / Edited by Haoxing Ren, Jiang Hu. Switzerland : Springer Cham, 2023, p. 63-84, Ch. 3
Liang, Rongjian; Xie, Zhiyao; Barboza, Erick Carvajal; Hu, Jiang

Conference paper 9

Efficient Runtime Power Modeling with On-Chip Power Meters

ISPD '23: Proceedings of the 2023 International Symposium on Physical Design, March 2023, p. 168-174
Xie, Zhiyao

FADO: Floorplan-Aware Directive Optimization for High-Level Synthesis Designs on Multi-Die FPGAs

FPGA '23: Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2023, p. 15-25
Du, Linfeng; Liang, Tingyuan; Sinha, Sharad; Xie, Zhiyao; Zhang, Wei

Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2023, January 2023, p. 58-63
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Li, Yaguang; Lin, Yishuang; Hu, Jiang; Chen, Yiran

MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, November 2023, article number 10323951
Fang, Wenji; Lu, Yao; Liu, Shang; Zhang, Qijun; Xu, Ceyu; Wills, Lisa Wu; Zhang, Hongce; Xie, Zhiyao

PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, November 2023, article number 10323665
Zhang, Qijun; Li, Shiyu; Zhou, Guanglei; Pan, Jingyu; Chang, Chen-Chia; Chen, Yiran; Xie, Zhiyao

PertNAS: Architectural Perturbations for Memory-Efficient Neural Architecture Search

Proceedings - Design Automation Conference, v. 2023-July, July 2023, article number 10247756
Ahmad, Afzal; Xie, Zhiyao; Zhang, Wei

PROPHET: Predictive On-Chip Power Meter in Hardware Accelerator for DNN

Proceedings - Design Automation Conference, v. 2023-July, July 2023, article number 10247979
Peng, Jian; Liang, Tingyuan; Xie, Zhiyao; Zhang, Wei

Rethink before Releasing Your Model: ML Model Extraction Attack in EDA

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC / IEEE. New York, USA : Association for Computing Machinery, 2023, p. 252-257
Chang, Chen-Chia; Pan, Jingyu; Xie, Zhiyao; Hu, Jiang; Chen, Yiran

Security and Reliability Challenges in Machine Learning for EDA: Latest Advances

Proceedings - International Symposium on Quality Electronic Design, ISQED, v. 2023-April, May 2023, article number 10129359
Xie, Zhiyao; Zhang, Tao; Peng, Yifeng

Article 1

Pre-Placement Net Length and Timing Estimation by Customized Graph Neural Network

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, v. 41, (11), November 2022, article number 9707500, p. 4667-4680
Xie, Zhiyao; Liang, Rongjian; Xu, Xiaoqing; Hu, Jiang; Chang, Chen Chia; Pan, Jingyu; Chen, Yiran

Conference paper 3

DEEP: Developing Extremely Efficient Runtime On-Chip Power Meters

ICCAD '22: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1-9, Article number 76
Xie, Zhiyao; Li, Shiyu; Ma, Mingyuan; Chang, Chen-Chia; Pan, Jingyu; Chen, Yiran; Hu, Jiang

Robustify ML-based Lithography Hotspot Detectors

ICCAD '22: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design / Association for Computing Machinery. New York : Association for Computing Machinery, 2022, p. 1-7, Article number 134
Pan, Jingyu; Chang, Chen-Chia; Xie, Zhiyao; Hu, Jiang; Chen, Yiran

Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data

DAC '22: Proceedings of the 59th ACM/IEEE Design Automation Conference / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2022, p. 961-966
Pan, Jingyu; Chang, Chen-Chia; Xie, Zhiyao; Li, Ang; Tang, Minxue; Zhang, Tunhou; Hu, Jiang; Chen, Yiran

Conference paper 3

APOLLO: An automated power modeling framework for runtime power introspection in high-volume commercial microprocessors

MICRO '21: MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2021, p. 1-14
Xie, Zhiyao; Xu, Xiaoqing; Walker, Matt; Knebel, Joshua; Palaniswamy, Kumaraguru; Hebert, Nicolas; Hu, Jiang; Yang, Huanrui; Chen, Yiran; Das, Shidhartha

Automatic Routability Predictor Development Using Neural Architecture Search

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD, v. 2021, November 2021, article number 9643483
Chang, Chen-Chia; Pan, Jingyu; Zhang, Tunhou; Xie, Zhiyao; Hu, Jiang; Qi, Weiyi; Lin, Chun-Wei; Liang, Rongjian; Mitra, Joydeep; Fallon, Elias; Chen, Yiran

Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation

ASPDAC '21: Proceedings of the 26th Asia and South Pacific Design Automation Conference / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2021, p. 671-677
Xie, Zhiyao; Liang, Rongjian; Xu, Xiaoqing; Hu, Jiang; Duan, Yixiao; Chen, Yiran

Conference paper 4

Fast IR Drop Estimation with Machine Learning : Invited Paper

ICCAD '20: Proceedings of the 39th International Conference on Computer-Aided Design / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 1-8, Article number 13
Xie, Zhiyao; Li, Hai; Xu, Xiaoqing; Hu, Jiang; Chen, Yiran

FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2020, January 2020, article number 9045201, p. 19-25
Xie, Zhiyao; Fang, Guan-Qi; Huang, Yu-Hung; Ren, Haoxing; Zhang, Yanqing; Khailany, Brucek; Fang, Shao-Yun; Hu, Jiang; Chen, Yiran; Barboza, Erick Carvajal

PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, v. 2020, January 2020, article number 9045574, p. 13-18
Xie, Zhiyao; Ren, Haoxing; Khailany, Brucek; Sheng, Ye; Santosh, Santosh; Hu, Jiang; Chen, Yiran

Routing-Free Crosstalk Prediction

ICCAD '20: Proceedings of the 39th International Conference on Computer-Aided Design / Association for Computing Machinery. New York, USA : Association for Computing Machinery, 2020, p. 1-9, Article number 163
Liang, Rongjian; Xie, Zhiyao; Jung, Jinwook; Chauha, Vishnavi; Chen, Yiran; Hu, Jiang; Xiang, Hua; Nam, Gi-Joon

Conference paper 1

Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model

Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019 / IEEE. Piscataway, NJ : IEEE, 2019, p. 180-185, Article number 8715126
Huang, Yu-Hung; Xie, Zhiyao; Fang, Guan-Qi; Yu, Tao-Chun; Ren, Haoxing; Fang, Shao-Yun; Chen, Yiran; Hu, Jiang

Conference paper 1

RouteNet: Routability prediction for mixed-size designs using convolutional neural network

2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) / IEEE . Piscataway, NJ : IEEE, 2019, p. 1-8, Article number 8587655
Xie, Zhiyao; Huang, Yu-Hung; Fang, Guan-Qi; Ren, Haoxing; Fang, Shao-Yun; Chen, Yiran; Hu, Jiang

2018 1

RouteNet: Routability prediction for mixed-size designs using convolutional neural network

2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) / IEEE . Piscataway, NJ : IEEE, 2019, p. 1-8, Article number 8587655
Xie, Zhiyao; Huang, Yu-Hung; Fang, Guan-Qi; Ren, Haoxing; Fang, Shao-Yun; Chen, Yiran; Hu, Jiang
Conference paper

Teaching Assignment

ELEC2350

Introduction to Computer Organization and Design

ELEC3910	Academic and Professional Development II
ELEC4900	Final Year Design Project
ELEC6910D	Electronic Design Automation for VLSI Design

ELEC2350	Introduction to Computer Organization and Design
ELEC3910	Academic and Professional Development II

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Doctor of Philosophy

FANG, Wenji
Electronic and Computer Engineering
LI, Mengming
Electronic and Computer Engineering
LI, Wenkai
Electronic and Computer Engineering
MOK, Jay Zhe-an
Electronic and Computer Engineering
TSARAS, Dimitrios (co-supervision)
Computer Science and Engineering
WANG, Jing
Electronic and Computer Engineering
LIU, Shang
Electronic and Computer Engineering
LU, Yao
Electronic and Computer Engineering
ZHANG, Qijun
Electronic and Computer Engineering

Master of Philosophy

ZHU, Yugao
Electronic and Computer Engineering
HO, Kai Suet
Electronic and Computer Engineering

Graduated RPGs

Master of Philosophy

ZHANG, Tao
Electronic and Computer Engineering( Completed in 2024 )

Projects

From January 2022 to December 2024

Early-Design-Stage Power Estimation and Runtime On-Chip Power Monitoring for VLSI Design

面向超大規模集成電路功耗的設計早期預估與片上實時監測技術 Leading

National Natural Science Foundation of China
Project Team (HKUST)
XIE Zhiyao (Lead)
2024 -
Research of Compute-In-Memory Chip Design and Integration for Graph Computing

面向圖計算的存算一體芯片設計與集成技術研究 Participating

National Natural Science Foundation of China
Project Team (HKUST)
XIE Zhiyao
2024 -
Reliable Machine Learning Techniques for Electronic Design Automation: Understanding Circuit Layouts from Data Perspective

從數據的角度理解電路布局：電子設計自動化中可信賴的機器學習技術 Leading

RGC - Early Career Scheme
Project Team (HKUST)
XIE Zhiyao (Lead)
2023 -
Intelligent Chip Design Quality Evaluation Solutions for Agile Design

智能的芯片敏捷設計評估方法 Leading

Shanghai Intelligence Computing Innovation Center
Project Team (HKUST)
XIE Zhiyao (Lead)
2023 -

Research Interest

Publications

2024 6

2023 12

2022 4

2021 3

2020 4

2019 1

2018 1

Article 3

Conference paper 3

Article 1

Book chapter 2

Conference paper 9

Article 1

Conference paper 3

Conference paper 3

Conference paper 4

Conference paper 1

Conference paper 1

2018 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Graduated RPGs

Projects

From January 2022 to December 2024

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