Yi-Chen Lu - RankMe

51 papers A* 6A 8B 2Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Hybrid Reinforcement Learning Framework for Efficient Physical Design Parameter Tuning. ACM Trans. Design Autom. Electr. Syst. Hao-Hsiang Hsiao, Yi-Chen Lu, Pruek Vanna-Iampikul, Sung Kyu Lim
2026	—	`conf`	C3PO: Commercial-Quality Global Placement via Coherent, Concurrent Timing, Routability, and Wirelength Optimization. ASP-DAC Yi-Chen Lu, Hao-Hsiang Hsiao, Rongjian Liang, Wen-Hao Liu, Haoxing Ren
2026	—	`conf`	Differentiable Tier Assignment for Timing and Congestion-Aware Routing in 3D ICs. ASP-DAC Yuan-Hsiang Lu, Hao-Hsiang Hsiao, Yi-Chen Lu, Haoxing Ren, Sung Kyu Lim
2026	—	`conf`	GrandPlan: Differentiable, Simultaneous Top-Level Floorplanning and Partition-Level Cell Placement for Large-Scale IP-Cores. ISPD Zhili Xiong, Yi-Chen Lu, David Z. Pan, Haoxing Ren
2025	—	`conf`	4.6 A 0.8V, 31ppm/°C, -40dB DC-to-GHz Power-Supply-Rejection Standard-Vth Core-MOS-Only Voltage Reference with a 294µm ISSCC Bei-Shing Lien, Szu-Lin Liu, Wei-Lin Lai, Yi-Chen Lu, Yung-Chow Peng, Kenny Cheng-Hsiang Hsieh
2025	A	`conf`	BUFFALO: PPA-Configurable, LLM-based Buffer Tree Generation via Group Relative Policy Optimization. ICCAD Hao-Hsiang Hsiao, Yi-Chen Lu, Sung Kyu Lim, Haoxing Ren
2025	A*	`conf`	DCO-3D: Differentiable Congestion Optimization in 3D ICs. DAC Hao-Hsiang Hsiao, Yi-Chen Lu, Pruek Vanna-Iampikul, Anthony Agnesina, Rongjian Liang, Yuan-Hsiang Lu, Haoxing Ren, Sung Kyu Lim
2025	A*	`conf`	INSTA: An Ultra-Fast, Differentiable, Statistical Static Timing Analysis Engine for Industrial Physical Design Applications. DAC Yi-Chen Lu, Zhizheng Guo, Kishor Kunal, Rongjian Liang, Haoxing Ren
2025	A	`conf`	Invited Paper: 2025 ICCAD CAD Contest Problem C: Incremental Placement Optimization Beyond Detailed Placement: Simultaneous Gate Sizing, Buffering, and Cell Relocation. ICCAD Yi-Chen Lu, Rongjian Liang, Wen-Hao Liu, Haoxing Ren
2025	A	`conf`	Invited Paper: LLM-Enhanced GPU-Optimized Physical Design at Scale. ICCAD Yi-Chen Lu, Hao-Hsiang Hsiao, Haoxing Ren
2025	—	`conf`	LEGO-Size: LLM-Enhanced GPU-Optimized Signoff-Accurate Differentiable VLSI Gate Sizing in Advanced Nodes. ISPD Yi-Chen Lu, Kishor Kunal, Geraldo Pradipta, Rongjian Liang, Ravikishore Gandikota, Haoxing Ren
2025	J	`jnl`	Learning Library Cell Representations in Vector Space. CoRR Rongjian Liang, Yi-Chen Lu, Wen-Hao Liu, Haoxing Ren
2025	J	`jnl`	Multimodal Chip Physical Design Engineer Assistant. CoRR Yun-Da Tsai, Chang-Yu Chao, Liang-Yeh Shen, Tsung-Han Lin, Haoyu Yang, Mark Ho, Yi-Chen Lu, Wen-Hao Liu, Shou-De Lin, Haoxing Ren
2024	—	`conf`	3.8 A 0.65V 900µm² BEoL RC-Based Temperature Sensor with ±1°C Inaccuracy from -25°C to 125°C. ISSCC Bei-Shing Lien, Szu-Lin Liu, Wei-Lin Lai, Yi-Chen Lu, Yung-Chow Peng, Kenny Cheng-Hsiang Hsieh
2024	—	`conf`	FastTuner: Transferable Physical Design Parameter Optimization using Fast Reinforcement Learning. ISPD Hao-Hsiang Hsiao, Yi-Chen Lu, Pruek Vanna-Iampikul, Sung Kyu Lim
2024	J	`jnl`	GAN-Place: Advancing Open Source Placers to Commercial-quality Using Generative Adversarial Networks and Transfer Learning. ACM Trans. Design Autom. Electr. Syst. Yi-Chen Lu, Haoxing Ren, Hao-Hsiang Hsiao, Sung Kyu Lim
2024	A*	`conf`	ML-based Physical Design Parameter Optimization for 3D ICs: From Parameter Selection to Optimization. DAC Hao-Hsiang Hsiao, Pruek Vanna-Iampikul, Yi-Chen Lu, Sung Kyu Lim
2023	—	`conf`	DREAM-GAN: Advancing DREAMPlace towards Commercial-Quality using Generative Adversarial Learning. ISPD Yi-Chen Lu, Haoxing Ren, Hao-Hsiang Hsiao, Sung Kyu Lim
2023	J	`jnl`	ECO-GNN: Signoff Power Prediction Using Graph Neural Networks with Subgraph Approximation. ACM Trans. Design Autom. Electr. Syst. Yi-Chen Lu, Siddhartha Nath, Sai Pentapati, Sung Kyu Lim
2023	J	`jnl`	GNN-based Multi-bit Flip-flop Clustering and Post-clustering Design Optimization for Energy-efficient 3D ICs. ACM Trans. Design Autom. Electr. Syst. Pruek Vanna-Iampikul, Yi-Chen Lu, Da Eun Shim, Sung Kyu Lim
2023	—	`conf`	Learning Effectiveness of Nursing Students in OSCE Video Segmentation Combined with Digital Scoring. ICITL Yi-Chen Lu, Yen-Hsun Lu, Ting-Ting Wu
2023	—	`—`	Machine Learning in Physical Design for 2D and 3D Integrated Circuits. Yi-Chen Lu
2023	A*	`conf`	RL-CCD: Concurrent Clock and Data Optimization using Attention-Based Self-Supervised Reinforcement Learning. DAC Yi-Chen Lu, Wei-Ting Chan, Deyuan Guo, Sudipto Kundu, Vishal Khandelwal, Sung Kyu Lim
2023	J	`jnl`	Snap-3D: A Constrained Placement-Driven Physical Design Methodology for High Performance 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Pruek Vanna-Iampikul, Chengjia Shao, Yi-Chen Lu, Sai Pentapati, Yun Heo, Jae-Seung Choi, Sung Kyu Lim
2022	A	`conf`	3D IC Tier Partitioning of Memory Macros: PPA vs. Thermal Tradeoffs. ISLPED Lingjun Zhu, Nesara Eranna Bethur, Yi-Chen Lu, Youngsang Cho, Yunhyeok Im, Sung Kyu Lim
2022	J	`jnl`	A Clock Tree Prediction and Optimization Framework Using Generative Adversarial Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yi-Chen Lu, Jeehyun Lee, Anthony Agnesina, Kambiz Samadi, Sung Kyu Lim
2022	J	`jnl`	A Machine Learning-Powered Tier Partitioning Methodology for Monolithic 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yi-Chen Lu, Sai Pentapati, Lingjun Zhu, Gauthaman Murali, Kambiz Samadi, Sung Kyu Lim
2022	—	`conf`	Driving Early Physical Synthesis Exploration through End-of-Flow Total Power Prediction. MLCAD Yi-Chen Lu, Wei-Ting Chan, Vishal Khandelwal, Sung Kyu Lim
2022	A	`conf`	On Advancing Physical Design Using Graph Neural Networks. ICCAD Yi-Chen Lu, Sung Kyu Lim
2022	—	`conf`	Placement Optimization via PPA-Directed Graph Clustering. MLCAD Yi-Chen Lu, Tian Yang, Sung Kyu Lim, Haoxing Ren
2021	A	`conf`	Doomed Run Prediction in Physical Design by Exploiting Sequential Flow and Graph Learning. ICCAD Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim
2021	J	`jnl`	Power Supply Noise-Aware At-Speed Delay Fault Testing of Monolithic 3-D ICs. IEEE Trans. Very Large Scale Integr. Syst. Shao-Chun Hung, Yi-Chen Lu, Sung Kyu Lim, Krishnendu Chakrabarty
2021	A*	`conf`	RL-Sizer: VLSI Gate Sizing for Timing Optimization using Deep Reinforcement Learning. DAC Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim
2021	—	`conf`	Snap-3D: A Constrained Placement-Driven Physical Design Methodology for Face-to-Face-Bonded 3D ICs. ISPD Pruek Vanna-Iampikul, Chengjia Shao, Yi-Chen Lu, Sai Pentapati, Sung Kyu Lim
2021	—	`conf`	The Law of Attraction: Affinity-Aware Placement Optimization using Graph Neural Networks. ISPD Yi-Chen Lu, Sai Pentapati, Sung Kyu Lim
2020	A	`conf`	A Fast Learning-Driven Signoff Power Optimization Framework. ICCAD Yi-Chen Lu, Siddhartha Nath, Sai Surya Kiran Pentapati, Sung Kyu Lim
2020	—	`conf`	Pilot Study of Information Literacy Competency of the Elderly: A Case Study of Multimedia Instant Messaging Applications. ICITL Yi-Chen Lu, Ting-Ting Wu
2020	—	`conf`	Power Supply Noise-Aware Scan Test Pattern Reshaping for At-Speed Delay Fault Testing of Monolithic 3D ICs ATS Shao-Chun Hung, Yi-Chen Lu, Sung Kyu Lim, Krishnendu Chakrabarty
2020	J	`jnl`	Surface Acoustic Wave Sensor for C-Reactive Protein Detection. Sensors 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
2020	A*	`conf`	TP-GNN: A Graph Neural Network Framework for Tier Partitioning in Monolithic 3D ICs. DAC Yi-Chen Lu, Sai Surya Kiran Pentapati, Lingjun Zhu, Kambiz Samadi, Sung Kyu Lim
2019	—	`conf`	A Study of Problem Solving Using Blocks Vehicle in a STEAM Course for Lower Elementary Levels. ICITL Yi-Chen Lu, Wei-Shan Liu, Ting-Ting Wu, Frode Eika Sandnes, Yo-Ping Huang
2019	A	`conf`	GAN-CTS: A Generative Adversarial Framework for Clock Tree Prediction and Optimization. ICCAD Yi-Chen Lu, Jeehyun Lee, Anthony Agnesina, Kambiz Samadi, Sung Kyu Lim
2019	J	`jnl`	Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface. IEEE Comput. Intell. Mag. 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
2018	J	`jnl`	Application and Analysis of a Mobile E-Book System Based on Project-Based Learning in Community Health Nursing Practice Courses. J. Educ. Technol. Soc. Ting-Ting Wu, Yueh-Min Huang, Chen-Ying Su, Lei Chang, Yi-Chen Lu
2018	—	`conf`	The Effectiveness of Health Communication for Implement Multimedia E-Book into Large and Small Groups. ICITL Yi-Chen Lu, Ting-Ting Wu, Chen-Ying Su
2017	—	`conf`	A Framework Design for On-line Human Library. SETE@ICWL Tien-Wen Sung, Ting-Ting Wu, Yi-Chen Lu
2016	B	`conf`	An energy-efficient multicast protocol for ZigBee-based networks. WCNC Shu-Chiung Hu, Chia-Hung Tsai, Yi-Chen Lu, Meng-Shiuan Pan, Yu-Chee Tseng
2015	J	`jnl`	A New Model for Repairable Systems with Nonmonotone Intensity Function. Qual. Reliab. Eng. Int. Fu-Kwun Wang, Yi-Chen Lu
2015	—	`conf`	An intelligent personalized traffic information extraction system for road traffic safety. ICCE-TW Yi-Chen Lu, Feng-Yuan Tai, Hsiao-Ping Tsai
2015	B	`conf`	Single channel wireless EEG device for real-time fatigue level detection. IJCNN 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
2014	J	`jnl`	Useful lifetime analysis for high-power white LEDs. Microelectron. Reliab. Fu-Kwun Wang, Yi-Chen Lu