Publications

2026 July	E-MagDiP: Electro-Magnetic based Differential Privacy for EEG based Community Sensing. Ayanga Imesha Kumari Kalupahana, Vishruti Ranjan, and Li-Shiuan Peh. Unknown venue (type=misc).
2026 June	COMPOSE: Static Timing-driven Composable Reconfigurable Architecture for Accelerating Recurrence-Bound Loops. Rohan Juneja, Vishruti Ranjan, Rakshith Harish, and Li-Shiuan Peh. Unknown venue (type=misc).
2026 June	DyNAMoE: Dynamic Reconfigurable NoC-based Accelerator for Mixture-of-Expert Models. Mohit Upadhyay and Li-Shiuan Peh. 2026 Design, Automation & Test in Europe Conference (DATE).
2026 March	HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration. Rohan Juneja, Shivam Aggarwal, Safeen Huda, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the AAAI Conference on Artificial Intelligence 40(27).
2025 November	Building an Open CGRA Ecosystem for Agile Innovation. Rohan Juneja, Pranav Dangi, Thilini Kaushalya Bandara, Zhaoying Li, Dhananjaya Wijerathne, Li-Shiuan Peh, and Tulika Mitra. 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD).
2025 October	Nexus Machine: An Energy-Efficient Active Message Inspired Reconfigurable Architecture. Rohan Juneja, Pranav Dangi, Thilini Kaushalya Bandara, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture (MICRO '25).
2025	CTScan: A CGRA-based Platform for the Emulation of Power Side-Channel Attacks on Edge CPUs. Yaswanth Tavva, Rohan Juneja, Trevor E. Carlson, and Li-Shiuan Peh. ACM Trans. Reconfigurable Technol. Syst. 18(2).
2025 February	Nexus Machine: An Active Message Inspired Reconfigurable Architecture for Irregular Workloads. Rohan Juneja, Pranav Dangi, Thilini Kaushalya Bandara, Tulika Mitra, and Li-shiuan Peh. Unknown venue (type=misc).
2024 September	PACE: A Scalable and Energy Efficient CGRA in a RISC-V SoC for Edge Computing Applications. Vishnu P. Nambiar, Yi Sheng Chong, Thilini Kaushalya Bandara, Dhananjaya Wijerathne, Zhaoying Li, Rohan Juneja, Li-Shiuan Peh, Tulika Mitra, and Anh Tuan Do. 2024 IEEE Hot Chips 36 Symposium (HCS).
2024 September	A 360 GOPS/W CGRA in a RISC-V SoC with Multi-Hop Routers and Idle-State Instructions for Edge Computing Applications. V. P. Nambiar, Y. S. Chong, T. K. Bandara, D. Wijerathne, Z. Li, R. Juneja, L.-S. Peh, T. Mitra, and A. T. Do. 2024 21st International SoC Design Conference (ISOCC).
2024 June	1.63 pJ/SOP Neuromorphic Processor With Integrated Partial Sum Routers for In-Network Computing. Dongrui Li, Ming Ming Wong, Yi Sheng Chong, Jun Zhou, Mohit Upadhyay, Ananta Balaji, Aarthy Mani, Weng Fai Wong, Li Shiuan Peh, Anh Tuan Do, and Bo Wang. IEEE Transactions on Very Large Scale Integration (VLSI) Systems 32(11).
2024 June	NOVA: NoC-based Vector Unit for Mapping Attention Layers on a CNN Accelerator. Mohit Upadhyay, Rohan Juneja, Weng-Fai Wong, and Li-Shiuan Peh. 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE).
2024	WalkingWizard—A Truly Wearable EEG Headset for Everyday Use. Teck Lun Goh and Li-Shiuan Peh. ACM Trans. Comput. Healthcare 5(2).
2023 November	FLEX: Introducing FLEXible Execution on CGRA with Spatio-Temporal Vector Dataflow. Thilini Kaushalya Bandara, Dan Wu, Rohan Juneja, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD).
2023 September	Secure Run-Time Hardware Trojan Detection Using Lightweight Analytical Models. Burin Amornpaisannon, Andreas Diavastos, Li-Shiuan Peh, and Trevor E. Carlson. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.
2023 June	SeRaNDiP: Leveraging Inherent Sensor Random Noise for Differential Privacy Preservation in Wearable Community Sensing Applications. Ayanga Imesha Kumari Kalupahana, Ananta Narayanan Balaji, Xiaokui Xiao, and Li-Shiuan Peh. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(2).
2023 June	AI-On-Skin: Towards Enabling Fast and Scalable On-Body AI Inference for Wearable On-Skin Interfaces. Ananta Narayanan Balaji and Li-Shiuan Peh. Proc. ACM Hum.-Comput. Interact. 7(EICS).
2023 May	1.7pJ/SOP Neuromorphic Processor with Integrated Partial Sum Routers for In-Network Computing. B. Wang, M. M. Wong, D. Li, Y. S. Chong, J. Zhou, W. F. Wong, L. Peh, A. Mani, M. Upadhyay, A. Balaji, and A. T. Do. 2023 IEEE International Symposium on Circuits and Systems (ISCAS).
2022 July	REACT: A Heterogeneous Reconfigurable Neural Network Accelerator with Software-Configurable NoCs for Training and Inference on Wearables. Mohit Upadhyay, Rohan Juneja, Bo Wang, Jun Zhou, Weng-Fai Wong, and Li-Shiuan Peh. Proceedings of the 59th ACM/IEEE Design Automation Conference (DAC '22).
2022 February	REVAMP: A Systematic Framework for Heterogeneous CGRA Realization. Thilini Kaushalya Bandara, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS '22).
2021 May	AI-on-Skin: Enabling On-Body AI Inference for Wearable Artificial Skin Interfaces. Ananta Narayanan Balaji and Li-Shiuan Peh. Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21).
2021 May	Sentry-NoC: A Statically-Scheduled NoC for Secure SoCs. Ahmed Shalaby, Yaswanth Tavva, Trevor E. Carlson, and Li-Shiuan Peh. 2021 15th IEEE/ACM International Symposium on Networks-on-Chip (NOCS '21).
2020 November	Laser Attack Benchmark Suite. Burin Amornpaisannon, Andreas Diavastos, Li-Shiuan Peh, and Trevor E. Carlson. 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD).
2020 March	Shenjing: A Low Power Reconfigurable Neuromorphic Accelerator with Partial-Sum and Spike Networks-on-Chip. Bo Wang, Jun Zhou, Weng-Fai Wong, and Li-Shiuan Peh. Proceedings of the 23rd Conference on Design, Automation and Test in Europe (DATE '20).
2019 November	HyCUBE: A 0.9V 26.4 MOPS/mW, 290 pJ/op, Power Efficient Accelerator for IoT Applications. Bo Wang, Manupa Karunarathne, Aditi Kulkarni, Tulika Mitra, and Li-Shiuan Peh. 2019 IEEE Asian Solid-State Circuits Conference (A-SSCC '19).
2019 November	4D-CGRA: Introducing Branch Dimension to Spatio-Temporal Application Mapping on CGRAs. Manupa Karunaratne, Dhananjaya Wijerathne, Tulika Mitra, and Li-Shiuan Peh. 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD '19).
2019 June	pH Watch - Leveraging Pulse Oximeters in Existing Wearables for Reusable, Real-Time Monitoring of PH in Sweat (Demo). Ananta Narayanan Balaji, Chen Yuan, Bo Wang, Li-Shiuan Peh, and Huilin Shao. Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '19).
2018 June	Stitch: Fusible Heterogeneous Accelerators Enmeshed with Many-Core Architecture for Wearables. Cheng Tan, Manupa Karunaratne, Tulika Mitra, and Li-Shiuan Peh. 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA '18).
2018 June	Dnestmap: Mapping Deeply-Nested Loops on Ultra-Low Power CGRAs. Manupa Karunaratne, Cheng Tan, Aditi Kulkarni, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 55th Annual Design Automation Conference (DAC '18).
2017 November	LOCUS: Low-Power Customizable Many-Core Architecture for Wearables. Cheng Tan, Aditi Kulkarni, Vanchinathan Venkataramani, Manupa Karunaratne, Tulika Mitra, and Li-Shiuan Peh. ACM Trans. Embed. Comput. Syst. 17(1).
2017 June	HyCUBE: A CGRA with Reconfigurable Single-Cycle Multi-Hop Interconnect. Manupa Karunaratne, Aditi Kulkarni Mohite, Tulika Mitra, and Li-Shiuan Peh. Proceedings of the 54th Annual Design Automation Conference 2017 (DAC '17).

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