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Publications and Presentations

The publications can also be found through Google Scholar.

Note: The advisor is delineated with an asterisk (*).

All publications co-authored with Andrew B. Kahng are listed in alphabetical order.

Conference

  1. Vidya A. Chhabria, Amur Ghose, Vikram. Gopalakrishnan, Andrew B. Kahng*, Sayak Kundu, Yiting Liu, Zhiang Wang, Bing-Yue Wu.
    “Invited: IEEE DATC RDF-2025: Enabling an EDA Research Ecosystem.”
    Proc. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025. (Alphabetical Order)

  2. Andrew B. Kahng*, Yiting Liu, Zhiang Wang.
    “Recursive Learning-Based Virtual Buffering for Analytical Global Placement.”
    Proc. ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD), 2025. (Alphabetical Order) (Best Artifact Award)

  3. Amur Ghose, Andrew B Kahng*, Sayak Kundu, Yiting Liu, Bodhisatta Pramanik, Zhiang Wang, Dooseok Yoon
    “Use Cases and Deployment of ML in IC Physical Design.”
    Proc. IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), invited paper, 2025. (Alphabetical Order)

  4. Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
    “The Power of Graph Signal Processing for Chip Placement Acceleration.”
    Proc. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024.

  5. Hongyang Pan, Cunqing Lan, Yiting Liu, Zhiang Wang, Li Shang, Xuan Zeng, Fan Yang, Keren Zhu.
    “Physically aware synthesis revisited: guiding technology mapping with primitive logic gate placement. ”
    Proc. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2024.

  6. Zihao Chen, Jiangli Huang, Yiting Liu, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng.
    “Artisan: Automated Operational Amplifier Design via Domain-specific Large Language Model. ”
    Proc. ACM/IEEE Design Automation Conference (DAC), 2024.

  7. Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
    “Floorplanning with Graph Attention.”
    Proc. ACM/IEEE Design Automation Conference (DAC), 2022.

  8. Meng Shen*, Yiting Liu, Siqi Chen, Liehuang Zhu, and Yuchao Zhang.
    “Webpage Fingerprinting Using Only Packet Length Information. ”
    Proc. IEEE International Conference on Communications (ICC), 2019.

  9. Meng Shen*, Jinpeng Zhang, Liehuang Zhu, Ke Xu, Xiaojiang Du, and Yiting Liu.
    “Encrypted Traffic Classification of Decentralized Applications on Ethereum using Feature Fusion. ”
    Proc. IEEE/ACM International Symposium on Quality of Service (IWQoS), 2019.

  10. Meng Shen*, Jinpeng Zhang, Siqi Chen, Yiting Liu, Liehuang Zhu, and Xiaojiang Du.
    “Machine Learning Classification on Traffic of Secondary Encryption. ”
    Proc. IEEE Global Communications Conference (Globecom), 2019.

Journal

  1. Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
    “An Efficient Placement Speedup Technique Based on Graph Signal Processing.”
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 44, no. 10, pp. 3924-3937,2025.

  2. Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
    “Hierarchical Graph Learning based Floorplanning with Dirichlet Boundary Conditions.”
    IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 32, no. 5, pp. 810-822, 2024.

  3. Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
    “GraphPlanner: Floorplanning with Graph Neural Network.”
    ACM Transactions on Design Automation of Electronic Systems (TODAES), vol. 28, no. 2, pp. 1-24, 2022.

  4. Meng Shen*, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Jiankun Hu.
    “Fine-Grained Webpage Fingerprinting Using Only Packet Length Information of Encrypted Traffic. ”
    IEEE Transactions on Information Forensics and Security (TIFS), vol. 16, pp. 2046-2059, 2021.

  5. Meng Shen*, Yiting Liu, Liehuang Zhu, Ke Xu, Xiaojiang Du, Nadra Guizani.
    “Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach. ”
    IEEE Network, vol. 34, no. 4, pp. 20-27, 2020.

Posters

  1. Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang.
    “The Power of Graph Signal Processing for Chip Placement Acceleration.”
    In 61th Design Automation Conference (DAC), poster, 2024.

  2. Yiting Liu, Mingzhi Dong, Ziyi Ju, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang.
    “GCN-based Floorplanning with Dirichlet Boundary Conditions.”
    In 60th Design Automation Conference (DAC), poster, 2023.