Yi-Chen Lu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 32

Top Topics

Physical Design

Parameter Optimization

Top Venues

Publications

Yi-Chen Lu, Haoxing Ren, Hao-Hsiang Hsiao, Sung Kyu Lim
GAN-Place: Advancing Open Source Placers to Commercial-quality Using Generative Adversarial Networks and Transfer Learning. ACM Trans. Design Autom. Electr. Syst. 29 (2) (2024)
Hao-Hsiang Hsiao, Yi-Chen Lu, Pruek Vanna-Iampikul, Sung Kyu Lim
FastTuner: Transferable Physical Design Parameter Optimization using Fast Reinforcement Learning. ISPD (2024)
Bei-Shing Lien, Szu Lin Liu, Wei-Lin Lai, Yi-Chen Lu, Yung-Chow Peng, Kenny Cheng-Hsiang Hsieh
3.8 A 0.65V 900µm² BEoL RC-Based Temperature Sensor with ±1°C Inaccuracy from -25°C to 125°C. ISSCC (2024)
Yi-Chen Lu, Wei-Ting Chan, Deyuan Guo, Sudipto Kundu, Vishal Khandelwal, Sung Kyu Lim
RL-CCD: Concurrent Clock and Data Optimization using Attention-Based Self-Supervised Reinforcement Learning. DAC (2023)
Yi-Chen Lu, Siddhartha Nath, Sai Pentapati, Sung Kyu Lim
ECO-GNN: Signoff Power Prediction Using Graph Neural Networks with Subgraph Approximation. ACM Trans. Design Autom. Electr. Syst. 28 (4) (2023)
Yi-Chen Lu, Haoxing Ren, Hao-Hsiang Hsiao, Sung Kyu Lim
DREAM-GAN: Advancing DREAMPlace towards Commercial-Quality using Generative Adversarial Learning. ISPD (2023)
Pruek Vanna-Iampikul, Yi-Chen Lu, Da Eun Shim, Sung Kyu Lim
GNN-based Multi-bit Flip-flop Clustering and Post-clustering Design Optimization for Energy-efficient 3D ICs. ACM Trans. Design Autom. Electr. Syst. 28 (5) (2023)
Pruek Vanna-Iampikul, Chengjia Shao, Yi-Chen Lu, Sai Pentapati, Yun Heo, Jae-Seung Choi, Sung Kyu Lim
Snap-3D: A Constrained Placement-Driven Physical Design Methodology for High Performance 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (7) (2023)
Yi-Chen Lu, Yen-Hsun Lu, Ting-Ting Wu
Learning Effectiveness of Nursing Students in OSCE Video Segmentation Combined with Digital Scoring. ICITL (2023)
Yi-Chen Lu, Jeehyun Lee, Anthony Agnesina, Kambiz Samadi, Sung Kyu Lim
A Clock Tree Prediction and Optimization Framework Using Generative Adversarial Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Yi-Chen Lu, Sung Kyu Lim
On Advancing Physical Design Using Graph Neural Networks. ICCAD (2022)
Yi-Chen Lu, Tian Yang, Sung Kyu Lim, Haoxing Ren
Placement Optimization via PPA-Directed Graph Clustering. MLCAD (2022)
Lingjun Zhu, Nesara Eranna Bethur, Yi-Chen Lu, Youngsang Cho, Yunhyeok Im, Sung Kyu Lim
3D IC Tier Partitioning of Memory Macros: PPA vs. Thermal Tradeoffs. ISLPED (2022)
Yi-Chen Lu, Wei-Ting Chan, Vishal Khandelwal, Sung Kyu Lim
Driving Early Physical Synthesis Exploration through End-of-Flow Total Power Prediction. MLCAD (2022)
Yi-Chen Lu, Sai Pentapati, Lingjun Zhu, Gauthaman Murali, Kambiz Samadi, Sung Kyu Lim
A Machine Learning-Powered Tier Partitioning Methodology for Monolithic 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Shao-Chun Hung, Yi-Chen Lu, Sung Kyu Lim, Krishnendu Chakrabarty
Power Supply Noise-Aware At-Speed Delay Fault Testing of Monolithic 3-D ICs. IEEE Trans. Very Large Scale Integr. Syst. 29 (11) (2021)
Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim
Doomed Run Prediction in Physical Design by Exploiting Sequential Flow and Graph Learning. ICCAD (2021)
Yi-Chen Lu, Sai Pentapati, Sung Kyu Lim
The Law of Attraction: Affinity-Aware Placement Optimization using Graph Neural Networks. ISPD (2021)
Pruek Vanna-Iampikul, Chengjia Shao, Yi-Chen Lu, Sai Pentapati, Sung Kyu Lim
Snap-3D: A Constrained Placement-Driven Physical Design Methodology for Face-to-Face-Bonded 3D ICs. ISPD (2021)
Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim
RL-Sizer: VLSI Gate Sizing for Timing Optimization using Deep Reinforcement Learning. DAC (2021)
Ming-Jer Jeng, Mukta Sharma, Ying-Chang Li, Yi-Chen Lu, Chia-Yu Yu, Chia-Lung Tsai, Shiang-Fu Huang, Liann-Be Chang, Chao-Sung Lai
Surface Acoustic Wave Sensor for C-Reactive Protein Detection. Sensors 20 (22) (2020)
Yi-Chen Lu, Sai Surya Kiran Pentapati, Lingjun Zhu, Kambiz Samadi, Sung Kyu Lim
TP-GNN: A Graph Neural Network Framework for Tier Partitioning in Monolithic 3D ICs. DAC (2020)
Yi-Chen Lu, Siddhartha Nath, Sai Surya Kiran Pentapati, Sung Kyu Lim
A Fast Learning-Driven Signoff Power Optimization Framework. ICCAD (2020)
Shao-Chun Hung, Yi-Chen Lu, Sung Kyu Lim, Krishnendu Chakrabarty
. ATS (2020)
Yi-Chen Lu, Ting-Ting Wu
Pilot Study of Information Literacy Competency of the Elderly: A Case Study of Multimedia Instant Messaging Applications. ICITL (2020)
Yi-Chen Lu, Jeehyun Lee, Anthony Agnesina, Kambiz Samadi, Sung Kyu Lim
GAN-CTS: A Generative Adversarial Framework for Clock Tree Prediction and Optimization. ICCAD (2019)
Yi-Chen Lu, Wei-Shan Liu, Ting-Ting Wu, Frode Eika Sandnes, Yo-Ping Huang
A Study of Problem Solving Using Blocks Vehicle in a STEAM Course for Lower Elementary Levels. ICITL (2019)
Li-Wei Ko, Yi-Chen Lu, Humberto Bustince, Yu-Cheng Chang, Yang Chang, Javier Fernández, Yu-Kai Wang, José Antonio Sanz, Graçaliz Pereira Dimuro, Chin-Teng Lin
Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface. IEEE Comput. Intell. Mag. 14 (1) (2019)
Yi-Chen Lu, Ting-Ting Wu, Chen-Ying Su
The Effectiveness of Health Communication for Implement Multimedia E-Book into Large and Small Groups. ICITL (2018)
Ting-Ting Wu, Yueh-Min Huang, Chen-Ying Su, Lei Chang, Yi-Chen Lu
Application and Analysis of a Mobile E-Book System Based on Project-Based Learning in Community Health Nursing Practice Courses. J. Educ. Technol. Soc. 21 (4) (2018)
Tien-Wen Sung, Ting-Ting Wu, Yi-Chen Lu
A Framework Design for On-line Human Library. SETE@ICWL (2017)
Shu-Chiung Hu, Chia-Hung Tsai, Yi-Chen Lu, Meng-Shiuan Pan, Yu-Chee Tseng
An energy-efficient multicast protocol for ZigBee-based networks. WCNC (2016)
Fu-Kwun Wang, Yi-Chen Lu
A New Model for Repairable Systems with Nonmonotone Intensity Function. Qual. Reliab. Eng. Int. 31 (8) (2015)
Yi-Chen Lu, Feng-Yuan Tai, Hsiao-Ping Tsai
An intelligent personalized traffic information extraction system for road traffic safety. ICCE-TW (2015)
Li-Wei Ko, Wei-Kai Lai, Wei-Gang Liang, Chun-Hsiang Chuang, Shao-Wei Lu, Yi-Chen Lu, Tien-Yang Hsiung, Hsu-Hsuan Wu, Chin-Teng Lin
Single channel wireless EEG device for real-time fatigue level detection. IJCNN (2015)
Fu-Kwun Wang, Yi-Chen Lu
Useful lifetime analysis for high-power white LEDs. Microelectron. Reliab. 54 (6-7) (2014)