2025
A Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression.
CoRR, February, 2025
2024
Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerator.
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CoRR, 2024
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024
2023
ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023
SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023
Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning.
CoRR, 2023
DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator.
CoRR, 2023
M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference.
CoRR, 2023
2022
Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks - A Tutorial.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
ADEPT: automatic differentiable DEsign of photonic tensor cores.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022
2021
Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021
Portable Automatic Microring Resonator System Using a Subwavelength Grating Metamaterial Waveguide for High-Sensitivity Real-Time Optical-Biosensing Applications.
IEEE Trans. Biomed. Eng., 2021
Silicon photonic subspace neural chip for hardware-efficient deep learning.
CoRR, 2021
L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Power-Balanced Non-Orthogonal Multiple Access Based on Virtual Channel Optimization.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
2019
Optimal Minimum Euclidean Distance-Based Precoder for NOMA With Finite-Alphabet Inputs.
IEEE Access, 2019
Design Technology for Scalable and Robust Photonic Integrated Circuits: Invited Paper.
Proceedings of the International Conference on Computer-Aided Design, 2019
Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Hardware-software co-design of slimmed optical neural networks.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019
2018
Compact Inkjet-Printed Flexible MIMO Antenna for UWB Applications.
IEEE Access, 2018
High Speed Modulator Based on Electro-optic Polymer Infiltrated Subwavelength Grating Waveguide Ring Resonator.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018
OPERON: optical-electrical power-efficient route synthesis for on-chip signals.
Proceedings of the 55th Annual Design Automation Conference, 2018
Logic synthesis for energy-efficient photonic integrated circuits.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
2017
Optical computing on silicon-on-insulator-based photonic integrated circuits.
Proceedings of the 12th IEEE International Conference on ASIC, 2017
2009
O-Router: an optical routing framework for low power on-chip silicon nano-photonic integration.
Proceedings of the 46th Design Automation Conference, 2009
2007
Synthesis Lectures on Solid State Materials and Devices, Morgan & Claypool Publishers, ISBN: 978-3-031-02553-2, 2007
Optical interconnects: a viable solution for interconnection beyond 10 gbit/sec.
Proceedings of the 2007 International Symposium on Physical Design, 2007
2000
Fully embedded board-level guided-wave optoelectronic interconnects.
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Proc. IEEE, 2000