2025
The auto-correlation enhanced transformer for information diffusion prediction in social networks.
Evol. Syst., June, 2025
Flexible Job Scheduling With Spatial-Temporal Compatibility for In-Network Aggregation.
IEEE Trans. Computers, April, 2025
Finite-time bumpless transfer control problem for switched LPV systems with guaranteed switching frequency.
Int. J. Control, February, 2025
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers.
CoRR, February, 2025
AlloyStack: A Library Operating System for Serverless Workflow Applications.
Proceedings of the Twentieth European Conference on Computer Systems, 2025
2024
A container optimal matching deployment algorithm based on CN-Graph for mobile edge computing.
J. Supercomput., December, 2024
Dynamical Analysis and Circuit Implementation of HR-FHN Neuron Model Coupled by Locally Active Memristor.
Int. J. Bifurc. Chaos, December, 2024
DSC-TRCP: Dynamically Self-Calibrating Tunable Replica Critical Paths Based Timing Monitoring for Variation Resilient Circuits.
IEEE J. Solid State Circuits, July, 2024
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction.
Quantum Mach. Intell., June, 2024
The Dilemma of Quantum Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024
DeepDecon accurately estimates cancer cell fractions in bulk RNA-seq data.
Patterns, 2024
A Time-Consistency Curriculum for Learning From Instance-Dependent Noisy Labels.
IEEE Trans. Pattern Anal. Mach. Intell., 2024
Imputing Metagenomic Hi-C Contacts Facilitates the Integrative Contig Binning Through Constrained Random Walk with Restart.
J. Comput. Biol., 2024
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs.
Internet Things, 2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits.
CoRR, 2024
Quantum Compiling with Reinforcement Learning on a Superconducting Processor.
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CoRR, 2024
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem.
CoRR, 2024
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM.
CoRR, 2024
Integrating Self-Supervised Pre-Training With Adversarial Learning for Synthesized Song Detection.
Proceedings of the IEEE Spoken Language Technology Workshop, 2024
ImputeCC Enhances Integrative Hi-C-Based Metagenomic Binning Through Constrained Random-Walk-Based Imputation.
Proceedings of the Research in Computational Molecular Biology, 2024
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
14.2 Proactive Voltage Droop Mitigation Using Dual-Proportional-Derivative Control Based on Current and Voltage Prediction Applied to a Multicore Processor in 28nm CMOS.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024
Host-driven In-Network Aggregation on RDMA.
Proceedings of the IEEE INFOCOM 2024, 2024
CaM: Cache Merging for Memory-efficient LLMs Inference.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Neural Auto-designer for Enhanced Quantum Kernels.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
The Fosafer System for The ICASSP2024 In-Car Multi-Channel Automatic Speech Recognition Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2024
Discrimination between RA and LA Sinus Rhythms using machine learning approach.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
An Adaptive Wide-Voltage-Range Droop Detection and Protection System Assisted with Timing Error Detection in 28nm CMOS.
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Proceedings of the IEEE Custom Integrated Circuits Conference, 2024
2023
An All-Digital, 1.92-7.32 mV/LSB, 0.5-2 GS/s Sample Rate, and 0-Latency Prediction Voltage Sensor With Dynamic PVT Calibration for Droop Detection and AVS System.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023
Recent Advances for Quantum Neural Networks in Generative Learning.
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IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
Beyond Eliminating Timing Margin: An Efficient and Reliable Negative Margin Timing Error Detection for Neural Network Accelerator Without Accuracy Loss.
IEEE J. Solid State Circuits, May, 2023
Design of high-efficiency complex multiplier for fault-tolerant computation.
Integr., May, 2023
Design and analysis of leading one/zero detector based approximate multipliers.
Microelectron. J., 2023
Optical Quantum Sensing for Agnostic Environments via Deep Learning.
CoRR, 2023
Multimodal deep representation learning for quantum cross-platform verification.
CoRR, 2023
Coreset selection can accelerate quantum machine learning models with provable generalization.
CoRR, 2023
ShadowNet for Data-Centric Quantum System Learning.
CoRR, 2023
Transition role of entangled data in quantum machine learning.
CoRR, 2023
Demystify Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification.
CoRR, 2023
An Improved Current Prediction Model for PMSM Drives Under Single Open-Phase Fault Considering Floating Motor Neutral.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?
Proceedings of the International Conference on Machine Learning, 2023
Symmetric Pruning in Quantum Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Holistic Label Correction for Noisy Multi-Label Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
A 28nm All-Digital, 1.92-7.32mV/LSB, 0.5-2GS/s sample rate, 0-latency Voltage Sensor with Dynamic PVT Calibration for Wide-range Adaptive Voltage Scaling.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2023
2022
Quantum Differentially Private Sparse Regression Learning.
IEEE Trans. Inf. Theory, 2022
An Implementation of Fake News Prevention by Blockchain and Entropy-based Incentive Mechanism.
Soc. Netw. Anal. Min., 2022
(2+1)D-SLR: an efficient network for video sign language recognition.
Neural Comput. Appl., 2022
Normalizing Metagenomic Hi-C Data and Detecting Spurious Contacts Using Zero-Inflated Negative Binomial Regression.
J. Comput. Biol., 2022
Speaker Diarization Based on Multi-channel Microphone Array in Small-scale Meeting.
CoRR, 2022
The BUCEA Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2022.
CoRR, 2022
MSR: Making Self-supervised learning Robust to Aggressive Augmentations.
CoRR, 2022
Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy.
CoRR, 2022
Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning.
CoRR, 2022
Do We Need to Penalize Variance of Losses for Learning with Label Noise?
CoRR, 2022
HiFine: integrating Hi-C-based and shotgun-based methods to refine binning of metagenomic contigs.
Bioinform., 2022
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A Voltage Error Quantizer For Digital Low Dropout Regulators With Fast Transient Response and Low Steady-State Error.
Proceedings of the 2022 IEEE International Conference on Integrated Circuits, 2022
DyRep: Bootstrapping Training with Dynamic Re-parameterization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Integrated Design and Absorbing Performance Analysis for Periodic Wave Absorbing and Bearing Structures.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022
2021
A Time-Domain Binary CNN Engine With Error-Detection-Based Resilience in 28nm CMOS.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Towards understanding the power of quantum kernels in the NISQ era.
Quantum, 2021
A two-stage temporal proposal network for precise action localization in untrimmed video.
Int. J. Mach. Learn. Cybern., 2021
On exploring practical potentials of quantum auto-encoder with advantages.
CoRR, 2021
Accelerating variational quantum algorithms with multiple quantum processors.
CoRR, 2021
Relationship Between Software and Hardware Attributes of Intelligent Terminal and Micro Implicit Interaction Behavior.
Proceedings of the 7th International Conference on Systems and Informatics, 2021
2020
Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers.
CoRR, 2020
Experimental Quantum Generative Adversarial Networks for Image Generation.
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CoRR, 2020
Quantum noise protects quantum classifiers against adversaries.
CoRR, 2020
An Energy-Efficient Time-Domain Binary Neural Network Accelerator with Error-Detection in 28nm CMOS.
Proceedings of the 2020 IEEE Asia Pacific Conference on Circuits and Systems, 2020
2019
BBS Posts Time Series Analysis based on Sample Entropy and Deep Neural Networks.
Entropy, 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems.
CoRR, 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications.
CoRR, 2019
Real-time Human Corneal Images Processing Analysis of Placido Disk Corneal Topography Using Extenics.
Proceedings of the 7th International Conference on Information Technology and Quantitative Management, 2019
2018
基于线性规划的传感器节点布局模型 (Sensor Node Deployment Model Based on Linear Programming).
计算机科学, 2018
The Expressive Power of Parameterized Quantum Circuits.
CoRR, 2018
Implementable Quantum Classifier for Nonlinear Data.
CoRR, 2018
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018