Projects per year
Personal profile
Research interests
Electronic & Computer Engineering - Electronic design automation
Computer Science / Information Technology - Machine learning
Electronic & Computer Engineering - Integrated circuits and systems
Electronic & Computer Engineering - Computer architecture
Electronic & Computer Engineering - Computer simulation
Computer Science / Information Technology - Machine learning
Electronic & Computer Engineering - Integrated circuits and systems
Electronic & Computer Engineering - Computer architecture
Electronic & Computer Engineering - Computer simulation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Computer Engineering, PhD, Duke University
2022
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Cross-Stage Multimodal Pre-Trained Circuit Encoder Generalized to Support Multiple EDA Applications
ZHANG, W. (CoI) & XIE, Z. (PI)
1/01/26 → 31/12/28
Project: Research
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Intelligent and Agile Integrated Circuit Design Methodologies Based on Circuit Foundation Models
GENG, Y. (Team member), REN, M. H. (Team member), XIE, Z. (PI), TU, F. (CoPI), HE, J. (CoPI), XU, Q. (CoPI) & CHENG, K.-T. T. (CoPI)
1/06/25 → 31/05/28
Project: Research
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Register-Transfer Level Early Timing Prediction and Optimization by Machine Learning in Electronic Design Automation
ZHANG, W. (CoI) & XIE, Z. (PI)
1/01/25 → 31/12/27
Project: Research
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Research on the Technology for Integration and Optimization of Chiplet Architecture
ZHANG, W. (PI) & XIE, Z. (CoI)
1/01/25 → 31/12/26
Project: Research
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Early-Design-Stage Power Estimation and Runtime On-Chip Power Monitoring for VLSI Design
XIE, Z. (PI)
National Natural Science Foundation of China
1/01/24 → 31/12/26
Project: Research
Research output
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An Architecture-Level CPU Modeling Framework for Power and Other Design Qualities
Zhang, Q., Li, M., Mondelli, A. & Xie, Z., 2025, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 44, 7, p. 2751-2764 14 p.Research output: Contribution to journal › Journal Article › peer-review
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A Self-Supervised, Pre-Trained, and Cross-Stage-Aligned Circuit Encoder Provides a Foundation for Various Design Tasks
FANG, W., LIU, S., ZHANG, H. & XIE, Z., Jan 2025.Research output: Contribution to conference › Conference Paper › peer-review
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A Self-Supervised, Pre-Trained, and Cross-Stage-Aligned Circuit Encoder Provides a Foundation for Various Design Tasks
Fang, W., Liu, S., Zhang, H. & Xie, Z., 4 Mar 2025, ASP-DAC 2025 - 30th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 505-512 8 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
3 Citations (Scopus) -
AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs
Yan, Z., Fang, W., Li, M., Li, M., Liu, S., Xie, Z. & Zhang, H., 4 Mar 2025, ASP-DAC 2025 - 30th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 614-621 8 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
4 Citations (Scopus) -
AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs
Yan, Z., Fang, W., Li, M., Li, M., Liu, S., Xie, Z. & Zhang, H., Jan 2025.Research output: Contribution to conference › Conference Paper › peer-review
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AI-Assisted EDA: from Supervised Learning to Circuit Foundation Model
XIE, Z. (Invited speaker)
11 Jul 2025Activity: Talk or presentation › Keynote
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Foundation AI model and its applications in EDA
XIE, Z. (Invited speaker)
20 Jun 2025Activity: Talk or presentation › Invited
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AI-Assisted EDA: from Supervised Learning to Circuit Foundation Model
XIE, Z. (Invited speaker)
9 May 2025Activity: Talk or presentation › Invited
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AI-Assisted EDA: from Supervised Learning to Circuit Foundation Model
XIE, Z. (Invited speaker)
2025Activity: Talk or presentation › Invited
Awards
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Faculty Teaching Excellence Appreciation Award, ECE Department
XIE, Z. (Recipient), Dec 2025
Prize: Honorary Award
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ACM/IEEE ISLPED 2024 Best Paper Nomination
XIE, Z. (Recipient), Aug 2024
Prize: Best Paper Award and Prize
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ACM Outstanding PhD Dissertation Award in Electronic Design Automation 2023
XIE, Z. (Recipient), Jul 2023
Prize: Other Research Award and Prize