Publications and Presentations

The publications can also be found through Google Scholar.

Papers

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

1. Yiting Liu, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
   “Graph Signal Processing-based Initialization for Chip Placement Acceleration.”
   IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Accepted, 2025.
   

2. 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.”
   In IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), invited paper, 2025.
   

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

4. 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.
   

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. ”
   In 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. ”
   In 61th Design Automation Conference (DAC), 2024.
   

7. 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.
   

8. Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang*.
   “Floorplanning with Graph Attention.”
   In 59th Design Automation Conference (DAC), 2022.
   

9. 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.
   

10. 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.
    

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

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

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

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.