Jiaqi Gu

CoRR, 2024

TeMPO: Efficient Time-Multiplexed Dynamic Photonic Tensor Core for Edge AI with Compact Slow-Light Electro-Optic Modulator.

[BibT_eX]

[DOI]

CoRR, 2024

Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers.

[BibT_eX]

[DOI]

CoRR, 2024

Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

2023

The real-time state identification of the electricity-heat system based on Borderline-SMOTE and XGBoost.

[BibT_eX]

[DOI]

Xin Pei

Fei Mei

IET Cyper-Phys. Syst.: Theory & Appl., December, 2023

Even order uniform hypergraph via the Einstein product.

[BibT_eX]

[DOI]

Yiming Wei

AKCE Int. J. Graphs Comb., May, 2023

Triangular Concordance Learning of Networks.

[BibT_eX]

[DOI]

J. Comput. Graph. Stat., April, 2023

ELight: Toward Efficient and Aging-Resilient Photonic In-Memory Neurocomputing.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

DGR: Tackling Drifted and Correlated Noise in Quantum Error Correction via Decoding Graph Re-weighting.

[BibT_eX]

[DOI]

CoRR, 2023

Q-Pilot: Field Programmable Quantum Array Compilation with Flying Ancillas.

[BibT_eX]

[DOI]

CoRR, 2023

Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers.

[BibT_eX]

[DOI]

CoRR, 2023

RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training.

[BibT_eX]

[DOI]

CoRR, 2023

FPQA-C: A Compilation Framework for Field Programmable Qubit Array.

[BibT_eX]

[DOI]

CoRR, 2023

Hypergraph Analysis Based on a Compatible Tensor Product Structure.

[BibT_eX]

[DOI]

Shenghao Feng

Yimin Wei

CoRR, 2023

Integrated multi-operand optical neurons for scalable and hardware-efficient deep learning.

[BibT_eX]

[DOI]

CoRR, 2023

DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator.

[BibT_eX]

[DOI]

CoRR, 2023

M3ICRO: Machine Learning-Enabled Compact Photonic Tensor Core based on PRogrammable Multi-Operand Multimode Interference.

[BibT_eX]

[DOI]

CoRR, 2023

QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

3D-Polishing for Triangular Mesh Compression of Point Cloud Data.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

NormSoftmax: Normalizing the Input of Softmax to Accelerate and Stabilize Training.

[BibT_eX]

[DOI]

Zixuan Jiang

David Z. Pan

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

Delving into Effective Gradient Matching for Dataset Condensation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Light in AI: Toward Efficient Neurocomputing With Optical Neural Networks - A Tutorial.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Joint latent space models for ranking data and social network.

[BibT_eX]

[DOI]

Philip L. H. Yu

Stat. Comput., 2022

HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression.

[BibT_eX]

[DOI]

CoRR, 2022

QuEst: Graph Transformer for Quantum Circuit Reliability Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Universal Polar Coding for Parallel Gaussian Channels with Non-Binary Inputs and Its Applications to HARQ and MIMO.

[BibT_eX]

[DOI]

Bin Li

Huazi Zhang

CoRR, 2022

CVFNet: Real-time 3D Object Detection by Learning Cross View Features.

[BibT_eX]

[DOI]

CoRR, 2022

On-chip QNN: Towards Efficient On-Chip Training of Quantum Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

RobustAnalog: Fast Variation-Aware Analog Circuit Design Via Multi-task RL.

[BibT_eX]

[DOI]

Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

CVFNet: Real-time 3D Object Detection by Learning Cross View Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

TorchQuantum Case Study for Robust Quantum Circuits.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Adaptive Performance Guaranteed Formation Control for Unmanned Aerial Vehicles under Anti-collision Constraints.

[BibT_eX]

[DOI]

Yu Lu

Ruisheng Sun

Proceedings of the 17th International Conference on Control, 2022

QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

A timing engine inspired graph neural network model for pre-routing slack prediction.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

ADEPT: automatic differentiable DEsign of photonic tensor cores.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

QOC: quantum on-chip training with parameter shift and gradient pruning.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

QuantumNAT: quantum noise-aware training with noise injection, quantization and normalization.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Homography Loss for Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ELight: Enabling Efficient Photonic In-Memory Neurocomputing with Life Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

DenseLiDAR: A Real-Time Pseudo Dense Depth Guided Depth Completion Network.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2021

<i>PEAVC</i>: An improved minimum vertex cover solver for massive sparse graphs.

[BibT_eX]

[DOI]

Ping Guo

Eng. Appl. Artif. Intell., 2021

Silicon photonic subspace neural chip for hardware-efficient deep learning.

[BibT_eX]

[DOI]

CoRR, 2021

RoQNN: Noise-Aware Training for Robust Quantum Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

A New Acceleration Paradigm for Discrete CosineTransform and Other Fourier-Related Transforms.

[BibT_eX]

[DOI]

Zixuan Jiang

David Z. Pan

CoRR, 2021

Performance of CRC Concatenated Pre-transformed RM-Polar Codes.

[BibT_eX]

[DOI]

Bin Li

Huazi Zhang

CoRR, 2021

Optimizer Fusion: Efficient Training with Better Locality and Parallelism.

[BibT_eX]

[DOI]

CoRR, 2021

Improved Back-Stepping Control for Nonlinear Small UAV Systems With Transient Prescribed Performance Design.

[BibT_eX]

[DOI]

Ruisheng Sun

Jieqing Chen

IEEE Access, 2021

L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Joint Source-Channel Polar Coding for Biased Bernoulli Sources at Short Blocklengths.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Topics in Coding, 2021

Crystallization Learning with the Delaunay Triangulation.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Towards Memory-Efficient Neural Networks via Multi-Level in situ Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

ABCDPlace: Accelerated Batch-Based Concurrent Detailed Placement on Multithreaded CPUs and GPUs.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Day-Ahead Nonparametric Probabilistic Forecasting of Photovoltaic Power Generation Based on the LSTM-QRA Ensemble Model.

[BibT_eX]

[DOI]

IEEE Access, 2020

DREAMPlace 3.0: Multi-Electrostatics Based Robust VLSI Placement with Region Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

An Efficient Training Framework for Reversible Neural Architectures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Decrypting the Art of Analog Layout: Placement Quality Prediction via Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture.

[BibT_eX]

[DOI]

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

SDP-Net: Scene Flow Based Real-Time Object Detection and Prediction from Sequential 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

On Pre-transformed Polar Codes.

[BibT_eX]

[DOI]

Bin Li

Huazi Zhang

CoRR, 2019

Deep Generative Adversarial Networks for Thin-Section Infant MR Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Access, 2019

Polar Coding for Parallel Gaussian Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Fast Algorithm for Generalized Multinomial Models with Ranking Data.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Design Technology for Scalable and Robust Photonic Integrated Circuits: Invited Paper.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2019

2018

Buffer-Aided Physical-Layer Network Coding With Optimal Linear Code Designs for Cooperative Networks.

[BibT_eX]

[DOI]

Mario Huemer

IEEE Trans. Commun., 2018

GoldCLIP: Gel-omitted Ligation-dependent CLIP.

[BibT_eX]

[DOI]

Genom. Proteom. Bioinform., 2018

A Novel Pilot-Aided Channel Estimation Scheme Based on RNN for FDD-LTE systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

2017

Study of Buffer-aided physical-layer network coding with ML and MMSE linear code designs for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

Mario Huemer

CoRR, 2017

Buffer-assisted physical-layer network code designs for cooperative systems.

[BibT_eX]

[DOI]

Mario Huemer

Proceedings of the 2017 International Symposium on Wireless Communication Systems, 2017

Remote embedded simulation system for SW/HW co-design based on dynamic partial reconfiguration.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016

Buffer-aided distributed space-time coding schemes and algorithms for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2016

Joint interference cancellation and relay selection algorithms based on greedy techniques for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2016

Review of Buffer-Aided Distributed Space-Time Coding Schemes and Algorithms for Cooperative Wireless Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Distributed Space-Time Coding Techniques with Dynamic Buffers for Cooperative DS-CDMA Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Study of Interference Cancellation and Relay Selection Algorithms Using Greedy Techniques for Cooperative DS-CDMA Systems.

[BibT_eX]

[DOI]

CoRR, 2016

Dynamic Buffer-aided Distributed Space Time Coding Techniques for Cooperative DS-CDMA Systems.

[BibT_eX]

[DOI]

Proceedings of the WSA 2016, 2016

Buffer aided distributed space time coding techniques for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

Joint SIC and Relay Selection for Cooperative DS-CDMA Systems.

[BibT_eX]

[DOI]

CoRR, 2014

Joint PIC and relay selection based on greedy techniques for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

CoRR, 2014

Joint parallel interference cancellation and relay selection algorithms based on greedy techniques for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Joint sic and multi-relay selection algorithms for cooperative DS-CDMA systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Noninvasive diagnosis of coronary artery disease using two parameters extracted in an extrema circle of magnetocardiogram.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011

An Email Server Optimized for Storage Issues.

[BibT_eX]

[DOI]

Yi Li

Mingzhe Zhang