@inproceedings{10.1145/3061639.3062262,
  author = {Karunaratne, Manupa and Mohite, Aditi Kulkarni and Mitra, Tulika and Peh, Li-Shiuan},
  title = {HyCUBE: A CGRA with Reconfigurable Single-Cycle Multi-Hop Interconnect},
  year = {2017},
  month=6,
  isbn = {9781450349277},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3061639.3062262},
  doi = {10.1145/3061639.3062262},
  booktitle = {Proceedings of the 54th Annual Design Automation Conference 2017},
  articleno = {45},
  numpages = {6},
  location = {Austin, TX, USA},
  series = {DAC '17}
}

@article{10.1145/3122786,
  author = {Tan, Cheng and Kulkarni, Aditi and Venkataramani, Vanchinathan and Karunaratne, Manupa and Mitra, Tulika and Peh, Li-Shiuan},
  title = {LOCUS: Low-Power Customizable Many-Core Architecture for Wearables},
  year = {2017},
  issue_date = {January 2018},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {17},
  number = {1},
  issn = {1539-9087},
  url = {https://doi.org/10.1145/3122786},
  doi = {10.1145/3122786},
  journal = {ACM Trans. Embed. Comput. Syst.},
  month = 11,
  articleno = {16},
  numpages = {26},
  keywords = {wearables, power efficiency, network on chip, Customization}
}

@INPROCEEDINGS{8416856,
  author={Tan, Cheng and Karunaratne, Manupa and Mitra, Tulika and Peh, Li-Shiuan},
  booktitle={2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA '18)}, 
  title={Stitch: Fusible Heterogeneous Accelerators Enmeshed with Many-Core Architecture for Wearables}, 
  year={2018},
  month=6,
  volume={},
  number={},
  pages={575-587},
  doi={10.1109/ISCA.2018.00054},
  url={https://ieeexplore.ieee.org/abstract/document/8416856}
}

@inproceedings{10.1145/3195970.3196027,
  author = {Karunaratne, Manupa and Tan, Cheng and Kulkarni, Aditi and Mitra, Tulika and Peh, Li-Shiuan},
  title = {Dnestmap: Mapping Deeply-Nested Loops on Ultra-Low Power CGRAs},
  year = {2018},
  month=6,
  isbn = {9781450357005},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3195970.3196027},
  doi = {10.1145/3195970.3196027},
  booktitle = {Proceedings of the 55th Annual Design Automation Conference},
  articleno = {129},
  numpages = {6},
  location = {San Francisco, California},
  series = {DAC '18}
}

@INPROCEEDINGS{9056954,
  author={Wang, Bo and Karunarathne, Manupa and Kulkarni, Aditi and Mitra, Tulika and Peh, Li-Shiuan},
  booktitle={2019 IEEE Asian Solid-State Circuits Conference (A-SSCC '19)}, 
  title={HyCUBE: A 0.9V 26.4 MOPS/mW, 290 pJ/op, Power Efficient Accelerator for IoT Applications}, 
  year={2019},
  month=11,
  volume={},
  number={},
  pages={133-136},
  doi={10.1109/A-SSCC47793.2019.9056954},
  url={https://ieeexplore.ieee.org/abstract/document/9056954}
}

@INPROCEEDINGS{8942148,
  author={Karunaratne, Manupa and Wijerathne, Dhananjaya and Mitra, Tulika and Peh, Li-Shiuan},
  booktitle={2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD '19)}, 
  title={4D-CGRA: Introducing Branch Dimension to Spatio-Temporal Application Mapping on CGRAs}, 
  year={2019},
  month=11,
  volume={},
  number={},
  pages={1-8},
  doi={10.1109/ICCAD45719.2019.8942148},
  url={https://ieeexplore.ieee.org/abstract/document/8942148}
}

@inproceedings{10.1145/3307334.3328583,
  author = {Balaji, Ananta Narayanan and Yuan, Chen and Wang, Bo and Peh, Li-Shiuan and Shao, Huilin},
  title = {pH Watch - Leveraging Pulse Oximeters in Existing Wearables for Reusable, Real-Time Monitoring of PH in Sweat (Demo)},
  year = {2019},
  month = 6,
  isbn = {9781450366618},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3307334.3328583},
  doi = {10.1145/3307334.3328583},
  booktitle = {Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services},
  pages = {687–688},
  numpages = {2},
  keywords = {wearables, sweat sensor, ph sensing, iot},
  location = {Seoul, Republic of Korea},
  series = {MobiSys '19}
}

@inproceedings{10.1145/3411763.3451689,
  author = {Balaji, Ananta Narayanan and Peh, Li-Shiuan},
  title = {AI-on-Skin: Enabling On-Body AI Inference for Wearable Artificial Skin Interfaces},
  year = {2021},
  month = 5,
  isbn = {9781450380959},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3411763.3451689},
  doi = {10.1145/3411763.3451689},
  booktitle = {Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems},
  articleno = {358},
  numpages = {7},
  keywords = {Artificial Skin interfaces, Artificial intelligence accelerators, Neural networks, Wearable Computing, Handwritten text recognition},
  location = {Yokohama, Japan},
  series = {CHI EA '21}
 }


@inproceedings{10.5555/3408352.3408406,
  author = {Wang, Bo and Zhou, Jun and Wong, Weng-Fai and Peh, Li-Shiuan},
  title = {Shenjing: A Low Power Reconfigurable Neuromorphic Accelerator with Partial-Sum and Spike Networks-on-Chip},
  year = {2020},
  month = 3,
  isbn = {9783981926347},
  publisher = {EDA Consortium},
  address = {San Jose, CA, USA},
  booktitle = {Proceedings of the 23rd Conference on Design, Automation and Test in Europe},
  pages = {240–245},
  numpages = {6},
  location = {Grenoble, France},
  series = {DATE '20},
  url = {https://dl.acm.org/doi/10.5555/3408352.3408406}
}

@InProceedings{9256786,
  author={Amornpaisannon, Burin and Diavastos, Andreas and Peh, Li-Shiuan and Carlson, Trevor E.},
  booktitle={2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD)}, 
  title={Laser Attack Benchmark Suite}, 
  year={2020},
  volume={},
  number={},
  pages={1-9},
  doi={},
  month=11,
  url={https://ieeexplore.ieee.org/document/9256786}
}

@INPROCEEDINGS{9634866,
  author={Shalaby, Ahmed and Tavva, Yaswanth and Carlson, Trevor E. and Peh, Li-Shiuan},
  booktitle={2021 15th IEEE/ACM International Symposium on Networks-on-Chip}, 
  title={Sentry-NoC: A Statically-Scheduled NoC for Secure SoCs}, 
  year={2021},
  month = 5,
  volume={},
  number={},
  pages={67-74},
  series = {NOCS '21},
  doi={},
  url={https://ieeexplore.ieee.org/abstract/document/9634866}
}
@inproceedings{10.1145/3503222.3507772,
  author = {Bandara, Thilini Kaushalya and Wijerathne, Dhananjaya and Mitra, Tulika and Peh, Li-Shiuan},
  title = {REVAMP: A Systematic Framework for Heterogeneous CGRA Realization},
  year = {2022},
  month=2,
  isbn = {9781450392051},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3503222.3507772},
  doi = {10.1145/3503222.3507772},
  booktitle = {Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems},
  pages = {918–932},
  numpages = {15},
  keywords = {CGRA design space exploration, Coarse Grained Reconfigurable Arrays (CGRAs), Heterogeneous CGRAs},
  location = {Lausanne, Switzerland},
  series = {ASPLOS '22}
}

@inproceedings{10.1145/3489517.3530406,
  author = {Upadhyay, Mohit and Juneja, Rohan and Wang, Bo and Zhou, Jun and Wong, Weng-Fai and Peh, Li-Shiuan},
  title = {REACT: A Heterogeneous Reconfigurable Neural Network Accelerator with Software-Configurable NoCs for Training and Inference on Wearables},
  year = {2022},
  month=7,
  isbn = {9781450391429},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3489517.3530406},
  doi = {10.1145/3489517.3530406},
  booktitle = {Proceedings of the 59th ACM/IEEE Design Automation Conference},
  pages = {1291–1296},
  numpages = {6},
  keywords = {wearables, neural networks, accelerators},
  location = {San Francisco, California},
  series = {DAC '22}
}

@article{10.1145/3596252,
  author = {Kalupahana, Ayanga Imesha Kumari and Balaji, Ananta Narayanan and Xiao, Xiaokui and Peh, Li-Shiuan},
  title = {SeRaNDiP: Leveraging Inherent Sensor Random Noise for Differential Privacy Preservation in Wearable Community Sensing Applications},
  year = {2023},
  issue_date = {June 2023},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {7},
  number = {2},
  url = {https://doi.org/10.1145/3596252},
  doi = {10.1145/3596252},
  journal = {Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.},
  month = 6,
  articleno = {61},
  numpages = {38},
  keywords = {Inherent Sensor Noise, Sensors, Differential Privacy, Low Power}
}

@article{10.1145/3593239,
  author = {Balaji, Ananta Narayanan and Peh, Li-Shiuan},
  title = {AI-On-Skin: Towards Enabling Fast and Scalable On-Body AI Inference for Wearable On-Skin Interfaces},
  year = {2023},
  issue_date = {June 2023},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {7},
  number = {EICS},
  url = {https://doi.org/10.1145/3593239},
  doi = {10.1145/3593239},
  journal = {Proc. ACM Hum.-Comput. Interact.},
  month = 6,
  articleno = {187},
  numpages = {34},
  keywords = {smart-textiles, artificial skin interfaces, epidermal computing, neural network accelerators}
}

@INPROCEEDINGS{10181759,
  author={Wang, B. and Wong, M. M. and Li, D. and Chong, Y. S. and Zhou, J. and Wong, W. F. and Peh, L. and Mani, A. and Upadhyay, M. and Balaji, A. and Do, A. T.},
  booktitle={2023 IEEE International Symposium on Circuits and Systems (ISCAS)}, 
  title={1.7pJ/SOP Neuromorphic Processor with Integrated Partial Sum Routers for In-Network Computing}, 
  year={2023},
  month=5,
  volume={},
  number={},
  pages={1-5},
  doi={10.1109/ISCAS46773.2023.10181759}
}

@ARTICLE{10251968,
  author={Amornpaisannon, Burin and Diavastos, Andreas and Peh, Li-Shiuan and Carlson, Trevor E.},
  journal={IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems}, 
  title={Secure Run-Time Hardware Trojan Detection Using Lightweight Analytical Models}, 
  year={2023},
  month=9,
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/TCAD.2023.3316113}
}

@misc{kalupahana2026emagdipelectromagneticbaseddifferential,
  title={E-MagDiP: Electro-Magnetic based Differential Privacy for EEG based Community Sensing}, 
  author={Ayanga Imesha Kumari Kalupahana and Vishruti Ranjan and Li-Shiuan Peh},
  year={2026},
  month=7,
  eprint={2607.25968},
  archivePrefix={arXiv},
  primaryClass={cs.CR},
  url={https://arxiv.org/abs/2607.25968}, 
}

@misc{juneja2026composestatictimingdrivencomposable,
  title={COMPOSE: Static Timing-driven Composable Reconfigurable Architecture for Accelerating Recurrence-Bound Loops}, 
  author={Rohan Juneja and Vishruti Ranjan and Rakshith Harish and Li-Shiuan Peh},
  year={2026},
  month=6,
  eprint={2606.21454},
  archivePrefix={arXiv},
  primaryClass={cs.AR},
  url={https://arxiv.org/abs/2606.21454}, 
}

@INPROCEEDINGS{11539126,
  author={Upadhyay, Mohit and Peh, Li-Shiuan},
  booktitle={2026 Design, Automation & Test in Europe Conference (DATE)}, 
  title={DyNAMoE: Dynamic Reconfigurable NoC-based Accelerator for Mixture-of-Expert Models}, 
  year={2026},
  month=6,
  volume={},
  number={},
  pages={1-3},
  keywords={Computer architecture;Aluminum;Architecture;Printing;Modeling;Graphics processing units;Arrays;Systolic arrays;mixture-of-experts;network-on-chip;reconfigurable architecture},
  doi={10.23919/DATE69613.2026.11539126}
}

@INPROCEEDINGS{11240628,
  author={Juneja, Rohan and Dangi, Pranav and Bandara, Thilini Kaushalya and Li, Zhaoying and Wijerathne, Dhananjaya and Peh, Li-Shiuan and Mitra, Tulika},
  booktitle={2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD)}, 
  title={Building an Open CGRA Ecosystem for Agile Innovation}, 
  year={2025},
  month=11,
  volume={},
  number={},
  pages={1-9},
  keywords={Technological innovation;Ecosystems;Software;Generators;Spatial computing;Space exploration;Reconfigurable architectures;Open source hardware;Optimization;Software development management;CGRAs;Spatial computing;Reconfigurability},
  doi={10.1109/ICCAD66269.2025.11240628}
}

@article{10.1145/3721294,
  author = {Tavva, Yaswanth and Juneja, Rohan and Carlson, Trevor E. and Peh, Li-Shiuan},
  title = {CTScan: A CGRA-based Platform for the Emulation of Power Side-Channel Attacks on Edge CPUs},
  year = {2025},
  issue_date = {June 2025},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {18},
  number = {2},
  issn = {1936-7406},
  url = {https://doi.org/10.1145/3721294},
  doi = {10.1145/3721294},
  journal = {ACM Trans. Reconfigurable Technol. Syst.},
  month = may,
  articleno = {26},
  numpages = {36},
  keywords = {Edge CPUs, CGRAs, FPGAs, RTL simulation, RISC-V, emulation platform, pre-silicon, side-channel analysis, leakage assessment}
}

@inproceedings{10.1145/3725843.3756091,
  author = {Juneja, Rohan and Dangi, Pranav and Bandara, Thilini Kaushalya and Mitra, Tulika and Peh, Li-Shiuan},
  title = {Nexus Machine: An Energy-Efficient Active Message Inspired Reconfigurable Architecture},
  year = {2025},
  month=10,
  isbn = {9798400715730},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3725843.3756091},
  doi = {10.1145/3725843.3756091},
  booktitle = {Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture},
  pages = {1221–1235},
  numpages = {15},
  keywords = {Reconfigurable Computing, Dataflow Architectures, Sparse Workloads, Graphs, Active Messages},
  location = {
  },
  series = {MICRO '25}
}

@misc{juneja2025nexusmachineactivemessage,
  title={Nexus Machine: An Active Message Inspired Reconfigurable Architecture for Irregular Workloads}, 
  author={Rohan Juneja and Pranav Dangi and Thilini Kaushalya Bandara and Tulika Mitra and Li-shiuan Peh},
  year={2025},
  month=2,
  eprint={2502.12380},
  archivePrefix={arXiv},
  primaryClass={cs.AR},
  url={https://arxiv.org/abs/2502.12380}, 
}

@INPROCEEDINGS{10665106,
  author={Nambiar, Vishnu P. and Chong, Yi Sheng and Bandara, Thilini Kaushalya and Wijerathne, Dhananjaya and Li, Zhaoying and Juneja, Rohan and Peh, Li-Shiuan and Mitra, Tulika and Do, Anh Tuan},
  booktitle={2024 IEEE Hot Chips 36 Symposium (HCS)}, 
  title={PACE: A Scalable and Energy Efficient CGRA in a RISC-V SoC for Edge Computing Applications}, 
  year={2024},
  month=9,
  volume={},
  number={},
  pages={1-1},
  keywords={Program processors;Energy efficiency;Vectors;Hardware;Flow graphs;Arrays;Kernel},
  doi={10.1109/HCS61935.2024.10665106}}

@INPROCEEDINGS{10762131,
  author={Nambiar, V. P. and Chong, Y. S. and Bandara, T. K. and Wijerathne, D. and Li, Z. and Juneja, R. and Peh, L.-S. and Mitra, T. and Do, A. T.},
  booktitle={2024 21st International SoC Design Conference (ISOCC)}, 
  title={A 360 GOPS/W CGRA in a RISC-V SoC with Multi-Hop Routers and Idle-State Instructions for Edge Computing Applications}, 
  year={2024},
  month=9,
  volume={},
  number={},
  pages={89-90},
  keywords={Bridges;Prototypes;Data transfer;Energy efficiency;Software;Hardware;Logic;Internet of Things;Engines;Edge computing},
  doi={10.1109/ISOCC62682.2024.10762131}}

@ARTICLE{10570234,
  author={Li, Dongrui and Wong, Ming Ming and Chong, Yi Sheng and Zhou, Jun and Upadhyay, Mohit and Balaji, Ananta and Mani, Aarthy and Wong, Weng Fai and Peh, Li Shiuan and Do, Anh Tuan and Wang, Bo},
  journal={IEEE Transactions on Very Large Scale Integration (VLSI) Systems}, 
  title={1.63 pJ/SOP Neuromorphic Processor With Integrated Partial Sum Routers for In-Network Computing}, 
  year={2024},
  month=6,
  volume={32},
  number={11},
  pages={2085-2092},
  keywords={Neuromorphics;Neurons;Accuracy;Energy efficiency;Computer architecture;Task analysis;Aggregates;Energy efficient;in-network computing (INC);network on chip (NoC);neuromorphic processor},
  doi={10.1109/TVLSI.2024.3409652}}

@article{10.1145/3648106,
  author = {Goh, Teck Lun and Peh, Li-Shiuan},
  title = {WalkingWizard—A Truly Wearable EEG Headset for Everyday Use},
  year = {2024},
  issue_date = {April 2024},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  volume = {5},
  number = {2},
  url = {https://doi.org/10.1145/3648106},
  doi = {10.1145/3648106},
  journal = {ACM Trans. Comput. Healthcare},
  month = apr,
  articleno = {9},
  numpages = {38},
  keywords = {Mobile electroencephalogram (EEG), dry-contact electrode, wearable sensors, brain-computer interface (BCI), SSVEP}
}

@INPROCEEDINGS{10546727,
  author={Upadhyay, Mohit and Juneja, Rohan and Wong, Weng-Fai and Peh, Li-Shiuan},
  booktitle={2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, 
  title={NOVA: NoC-based Vector Unit for Mapping Attention Layers on a CNN Accelerator}, 
  year={2024},
  month=6,
  volume={},
  number={},
  pages={1-6},
  keywords={Deep learning;Computational modeling;Neural networks;Wires;Transforms;Computer architecture;Vectors;Deep learning on the edge;attention layer;network-on-chip;non-linear operators},
  doi={10.23919/DATE58400.2024.10546727}
}

@INPROCEEDINGS{10323612,
  author={Bandara, Thilini Kaushalya and Wu, Dan and Juneja, Rohan and Wijerathne, Dhananjaya and Mitra, Tulika and Peh, Li-Shiuan},
  booktitle={2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)}, 
  title={FLEX: Introducing FLEXible Execution on CGRA with Spatio-Temporal Vector Dataflow}, 
  year={2023},
  month=11,
  volume={},
  number={},
  pages={1-9},
  keywords={Performance evaluation;Energy consumption;Flexible printed circuits;Limiting;Memory management;Adaptive arrays;Throughput;Coarse Grained Reconfigurable Array (CGRA);Edge acceleration;Vector dataflow},
  doi={10.1109/ICCAD57390.2023.10323612}
}

@article{juneja2026halo,
  title   = {{HALO}: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for {LLM} Acceleration},
  author  = {Juneja, Rohan and Aggarwal, Shivam and Huda, Safeen and Mitra, Tulika and Peh, Li-Shiuan},
  journal = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume  = {40},
  number  = {27},
  pages   = {22472--22481},
  year    = {2026},
  month=3,
  doi     = {10.1609/aaai.v40i27.39406}
}