| 2024 | Jiao Zhai, Yingying Liu, Weiging ji, et al.: Drugscreening on digital microfluidics for cancerprecision medicine. In: Nature Communications, 15, 2024, |
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| 2024 | Weiqing Ji, Xingzhuo Guo, Shouan Pan, Fei Long, Tsung-Yi Ho, Ulf Schlichtmann, Hailong Yao: GNN-based Concentration Prediction with Variable Input Flow Rates for Microfluidic Mixers. In: IEEE Transactions on Biomedical Circuits and Systems, 18, 2024, 622-635 |
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| 2023 | Chen Jiang, Rongquan Yang, Qi Xu, Hailong Yao, Tsung-Yi Ho, Bo Yuan: A Cooperative Multiagent Reinforcement Learning Framework for Droplet Routing in Digital Microfluidic Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 42, 2023, 3007-3020 |
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| 2023 | Zhiyang Chen, Tsung-Yi Ho, Ulf Schlichtmann, Datao Chen, Mingyu Liu, Hailong Yao, Xia Yin: NeuroEscape: Ordered EscapeRouting via Monte-Carlo Tree Searchand Neural Network. In: IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023, |
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| 2023 | Mingyang Kou, Jiangyuan Gu, Hailong Yao, Shaojun Wei, Shouyi Yin: TAEM 2.0: A Faster Transfer-Aware Effective Loop Mapping for Heterogeneous Resources on CGRA. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 42, 2023, 2552-2565 |
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| 2022 | Hui-Chieh Yu, Yu-Huei Lin, Zhiyang Chen, Bing Li, Xing Huang, Ulf Schlichtmann, Tsung-Yi Ho, Hailong Yao: Contamination-Aware Synthesis for Programmable Microfluidic Devices. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 41, 2022, |
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| 2022 | Mingyang Kou, Jun Zeng, Boxiao Han, Fei Xu, Jiangyuan Gu and Hailong Yao: GEML: GNN-Based Efficient Mapping Method for Large Loop Applications on CGRA. In: ACM/IEEE Design Automation Conference (DAC), 2022, 337-342 |
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| 2022 | Weiqing Ji, Xingzhuo Guo, Shouan Pan, Tsung-Yi Ho, Ulf Schlichtmann, and Hailong Yao: GNN-based concentration prediction for random microfluidic mixers. In: ACM/IEEE Design Automation Conference (DAC), 2022, 763-768 |
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| 2022 | Jun Zeng, Mingyang Kou, Hailong Yao, Xu-Cheng Yin, Haili Wang: NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis. In: The 36th Conference on Neural Information Processing Systems (NeurIPS), Spotlight paper (5%), 2022, |
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| 2021 | Chunfeng Liu, Xing Huang, Bing Li, Hailong Yao, Paul Pop, Tsung-Yi Ho, Ulf Schlichtmann: DCSA: Distributed Channel-Storage Architecture for Flow-Based Microfluidic Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2021, 115-128 |
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| 2021 | Mingyang Kou, Pei-Yi Cheng, Jun Zeng, Tsung-Yi Ho, Kazuyoshi Takagi, Hailong Yao: Splitter-Aware Multiterminal Routing With Length-Matching Constraint for RSFQ Circuits. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 40, 2021, 2251-2264 |
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| 2020 | Qin Wang, Weiqing Ji, Zeyan Li, Haena Cheong, Oh-Sun Kwon, Hailong Yao, Tsung-Yi Ho, Kwanwoo Shin, Bing Li, Ulf Schlichtmann, Yici Cai: Integrated Control-Fluidic CoDesign Methodology for Paper-Based Digital Microfluidic Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2020, 613-625 |
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| 2020 | Lingxuan Shao, Wentai Li, Tsung-Yi Ho, Sudip Roy, Hailong Yao: Lookup Table Based Fast Reliability-Aware Sample Preparation using Digital Microfluidic Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2020, 2708-2721 |
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| 2020 | Weiqing Ji, Tsung-Yi Ho, Junchao Wang, Hailong Yao: Microfluidic Design for Concentration Gradient Generation using Artificial Neural Network. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2020, 2544-2557 |
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| 2020 | Ying Zhu, Xing Huang, Bing Li, Tsung-Yi Ho, Qin Wang, Hailong Yao, Robert Wille, Ulf Schlichtmann: MultiControl: Advanced Control Logic Synthesis for Flow-Based Microfluidic Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2020, 2489-2502 |
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| 2020 | Mingyang Kou, Jiangyuan Gu, Shaojun Wei, Hailong Yao, Shouyi Yin: TAEM: On-Chip Transfer-Aware Effective Loop Mapping for CGRAs. In: IEEE/ACM Design Automation Conference (DAC), 2020, |
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| 2020 | Weiqing Ji, Tsung-Yi Ho, Hailong Yao: Transfer Learning-Based Microfluidic Design System for Customized Concentration Generation. In: IEEE/ACM Design Automation Conference (DAC), 2020, |
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| 2020 | Jiayi Weng, Tsung-Yi Ho, Weiqing Ji, Peng Liu, Mengdi Bao, Hailong Yao: URBER: Ultrafast Rule-Based Escape Routing Method for Large-Scale Sample Delivery Biochips. In: IEEE Transactions on Computer-Aided Design of Integrated Circuits (TCAD), 39, 2020, 157-170 |
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