Chenghao Feng - RankMe

36 papers A* 7A 5Journal 22Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Hardware-Efficient Photonic Tensor Core: Accelerating Deep Neural Networks with Structured Compression. CoRR Shupeng Ning, Hanqing Zhu, Chenghao Feng, Jiaqi Gu, David Z. Pan, Ray T. Chen
2024	A*	`conf`	Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator. HPCA Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
2024	J	`jnl`	Photonic-Electronic Integrated Circuits for High-Performance Computing and AI Accelerator. CoRR Shupeng Ning, Hanqing Zhu, Chenghao Feng, Jiaqi Gu, Zhixing Jiang, Zhoufeng Ying, Jason Midkiff, Sourabh Jain, May H. Hlaing, David Z. Pan, Ray T. Chen
2023	J	`jnl`	DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator. CoRR Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxin Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
2023	J	`jnl`	ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2023	J	`jnl`	Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning. CoRR Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Rongxing Tang, Shupeng Ning, May Hlaing, Jason Midkiff, Sourabh Jain, David Z. Pan, Ray T. Chen
2023	J	`jnl`	M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan
2023	J	`jnl`	SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2022	A*	`conf`	ADEPT: automatic differentiable DEsign of photonic tensor cores. DAC Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan
2022	—	`conf`	ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. ASP-DAC Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2022	J	`jnl`	Joint Hybrid and Passive RIS-Assisted Beamforming for mmWave MIMO Systems Relying on Dynamically Configured Subarrays. IEEE Internet Things J. Chenghao Feng, Wenqian Shen, Jianping An, Lajos Hanzo
2022	J	`jnl`	Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks - A Tutorial. IEEE Trans. Circuits Syst. II Express Briefs Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan
2022	A*	`conf`	NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. NeurIPS Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan
2022	J	`jnl`	NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation. CoRR Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, Duane S. Boning, David Z. Pan
2022	J	`jnl`	Weighted Sum Rate Maximization of the mmWave Cell-Free MIMO Downlink Relying on Hybrid Precoding. CoRR Chenghao Feng, Wenqian Shen, Jianping An, Lajos Hanzo
2022	J	`jnl`	Weighted Sum Rate Maximization of the mmWave Cell-Free MIMO Downlink Relying on Hybrid Precoding. IEEE Trans. Wirel. Commun. Chenghao Feng, Wenqian Shen, Jianping An, Lajos Hanzo
2021	J	`jnl`	ADEPT: Automatic Differentiable DEsign of Photonic Tensor Cores. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Mingjie Liu, Shuhan Zhang, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Dynamic Hybrid Precoding Relying on Twin- Resolution Phase Shifters in Millimeter- Wave Communication Systems. IEEE Trans. Wirel. Commun. Chenghao Feng, Wenqian Shen, Xinyu Gao, Jianping An, Lajos Hanzo
2021	J	`jnl`	ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement. CoRR Hanqing Zhu, Jiaqi Gu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	A*	`conf`	Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization. AAAI Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan
2021	A*	`conf`	L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization. NeurIPS Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	J	`jnl`	L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	A	`conf`	O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands. DATE Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Silicon photonic subspace neural chip for hardware-efficient deep learning. CoRR Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Zhoufeng Ying, Zheng Zhao, David Z. Pan, Ray T. Chen
2021	A	`conf`	SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators. DATE Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan
2021	A*	`conf`	Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. ICCV Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2021	J	`jnl`	Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation. CoRR Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan
2020	J	`jnl`	Dynamic Hybrid Precoding Relying on Twin-Resolution Phase Shifters in Millimeter-Wave Communication Systems. CoRR Chenghao Feng, Wenqian Shen, Xinyu Gao, Jianping An, Lajos Hanzo
2020	J	`jnl`	Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization. CoRR Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan
2020	A*	`conf`	FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization. DAC Jiaqi Gu, Zheng Zhao, Chenghao Feng, Wuxi Li, Ray T. Chen, David Z. Pan
2020	A	`conf`	ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls. DATE Jiaqi Gu, Zheng Zhao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan
2020	—	`conf`	Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture. ASP-DAC Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan
2019	J	`jnl`	Beam Selection for Wideband Millimeter Wave MIMO Relying on Lens Antenna Arrays. IEEE Commun. Lett. Chenghao Feng, Wenqian Shen, Jianping An
2019	A	`conf`	Design Technology for Scalable and Robust Photonic Integrated Circuits: Invited Paper. ICCAD Zheng Zhao, Jiaqi Gu, Zhoufeng Ying, Chenghao Feng, Ray T. Chen, David Z. Pan
2019	A	`conf`	Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis. DATE Zheng Zhao, Derong Liu, Zhoufeng Ying, Biying Xu, Chenghao Feng, Ray T. Chen, David Z. Pan