Ruizhi Liu

PhD student, Key Lab of Intelligent Information Processing, Institute of Computing Science, CAS

Joined

September 2022

Names

Ruizhi Liu (Preferred)

Emails

****@ict.ac.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Key Lab of Intelligent Information Processing, Institute of Computing Science, CAS (ict.ac.cn)

2022 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

chip design

2022 – Present

deep learning

2020 – Present

combinatorial optimiztion

2020 – Present

Publications

DiRA: Nuclear Norm Dynamic Rank Adaptation for Large Language Models
Xulin Huang, Huaxia Zhu, Jiepeng Li, Ruizhi Liu, Jingyan Sui, Dongbo Bu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A survey on deep learning-based algorithms for the traveling salesman problem
Jingyan Sui, Shizhe Ding, Xulin Huang, Yue Yu, Ruizhi Liu, Boyang Xia, Zhenxin Ding, Liming Xu, Haicang Zhang, Chungong Yu, Dongbo Bu
- Frontiers Comput. Sci. 2025
- Readers: Everyone
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
Ruizhi Liu, ZhishengZeng, Shizhe Ding, Jingyan Sui, Xingquan Li, Dongbo Bu
- NeurIPS 2024 poster
- Readers: Everyone
iPD: An Open-source intelligent Physical Design Toolchain
Xingquan Li, Simin Tao, Shijian Chen, Zhisheng Zeng, Zhipeng Huang, Hongxi Wu, Weiguo Li, Zengrong Huang, Liwei Ni, Xueyan Zhao, He Liu, Shuaiying Long, Ruizhi Liu, Xiaoze Lin, Bo Yang, Fuxing Huang, Zonglin Yang, Yihang Qiu, Zheqing Shao, Jikang Liu et al. (4 additional authors not shown)
- ASPDAC 2024
- Readers: Everyone
NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem
Jingyan Sui, Shizhe Ding, Boyang Xia, Ruizhi Liu, Dongbo Bu
- Neural Comput. Appl. 2024
- Readers: Everyone
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
Ruizhi Liu, Zhisheng Zeng, Shizhe Ding, Jingyan Sui, Xingquan Li, Dongbo Bu
- NeurIPS 2024
- Readers: Everyone
iEDA: An Open-Source Intelligent Physical Implementation Toolkit and Library
Xingquan Li, Simin Tao, Zengrong Huang, Shijian Chen, Zhisheng Zeng, Liwei Ni, Zhipeng Huang, Chunan Zhuang, Hongxi Wu, Weiguo Li, Xueyan Zhao, He Liu, Shuaiying Long, Wei He, Bojun Liu, Sifeng Gan, Zihao Yu, Tong Liu, Yuchi Miao, Zhiyuan Yan et al. (36 additional authors not shown)
- CoRR 2023
- Readers: Everyone
Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning
Jingyan Sui, Shizhe Ding, Ruizhi Liu, Liming Xu, Dongbo Bu
- ACML 2021
- Readers: Everyone

Co-Authors

View all 68 co-authors