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Posts by Collection
portfolio
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projects
Sequence-to-Sequence : Video Caption Generation
- Implement sequence-to-sequence based model to generate the corresponding caption that depicts the video.
Cycle GAN : Style Transform
- Implement cycle GAN to transform picture to desired drawing style.
Reinforcement Learning : Agent to Play Atari Games
- Implement an agent to play Atari games using deep reinforcement learning.
A Bridge-based Compression Algorithm for Topological Quantum Circuits [DAC 2021] [TCAD 2022]
- Compress topological quantum circuits by a bridge-based algorithm with a place-and-route framework
String Manipulation via Boolean Automata [College Student Research Creativity Award]
- Perform regular language operations via Boolean automata representation
B*-Floorplan & FM-Partition
- Implement a circuit floorplanner based on B*-Tree and fast-SA algorithm with fixed-outline constraint and a circuit partitioner based on FM algorithm.
X-value Equivalence Checking [IWLS 2021][ICCAD 2021]
- Check compatative equivalence for two circuits with X-value logic
A Survey of Surface Code and Fault-Tolerant Quantum Circuit Optimization
- Survey encoding methods and optimization algorithms for fault-tolerant circuits under surface code scheme.
Global Routing with Cell Movement [CAD Contest Top 10]
- Propose a global routing engine with capacity to do cell movement on 2020 and 2021 CAD Contest benchmarks.
Language Equation Solving via Reversed Boolean Automata representation [IWLS 2022][ICCAD 2022]
- Solve syncornous composition synthesis via reversed Boolean automata and reversed alternating Boolean automata
Domain-Specific Quantum Architecture Optimization [JETCAS22]
- Propose an architecture optimization framework to boost quantum circuit performance by optimizing connectivity.
- Demonstrate up to 59% fidelity improvement in simulation by optimizing the heavy-hexagon architecture for QAOA maxcut circuits, and up to 14% improvement on the grid architecture. For the QCNN circuit, architecture optimization improves fidelity by 11% on the heavy-hexagon architecture and 605% on the grid architecture.
OLSQ Acceleration [DAC23]
- Accelerate SMT-based circuit synthesizer using a succinct formulation, different variable encoding, and efficient optimization techniques.
- Achieve a 692× speedup over the state-of-the-art optimal layout synthesis for depth optimization and a 6,957x speedup for SWAP optimization.
Frequency Optimization for Quantum Computer
- Optimize qubit and gate frequencies by an SMT solver.
publications
Compatible Equivalence Checking of X-Valued Circuits
Author: Yu-Neng Wang, Yun-Rong Luo, Po-Chun Chien, Ping-Lun Wang, Hao-Ren Wang, Wan-Hsuan Lin*, Jie-Hong Roland Jiang and Chung-Yang Ric Huang
Published in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2021
A Bridge-based Compression Algorithm for Topological Quantum Circuits
Author: Chen-Hao Hsu, Wan-Hsuan Lin*, Wei-Hsiang Tseng, and Yao-Wen Chang
Published in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2021
A Bridge-based Compression Algorithm for Topological Quantum Circuits
Author: Wei-Hsiang Tseng, Chen-Hao Hsu, Wan-Hsuan Lin*, and Yao-Wen Chang
Published in IEEE Transactions on Computer-Aided Design of Integrated Circuits ans Systems (TCAD), 2022
Language Equation Solving via Boolean Automata Manipulation [Best paper nomination]
Author: Wan-Hsuan Lin*, Chia-Hsuan Su, and Jie-Hong Roland Jiang
Published in International Workshop on Logic & Synthesis (IWLS), 2022
Domain-Specific Quantum Architecture Optimization
Author: Wan-Hsuan Lin, Bochen Tan, Murphy Yuezhen Niu, Jason Kimko, and Jason Cong
Published in Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2022
Language Equation Solving via Boolean Automata Manipulation
Author: Wan-Hsuan Lin*, Chia-Hsuan Su, and Jie-Hong Roland Jiang
Published in Proceedings of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2022
Scalable Optimal Layout Synthesis for NISQ Quantum Processors
Author: Wan-Hsuan Lin, Jason Kimko, Bochen Tan, Nikolaj Bjorner, and Jason Cong
Published in Proceedings of ACM/IEEE Design Automation Conference (DAC), 2023
talks
teaching
Algorithms
Undergraduate course, National Taiwan University, Electrical Engineering Department, 2020
Introduction to Electronic Design Automation
Undergraduate course, National Taiwan University, Electrical Engineering Department, 2021