Yicheng Li

Xinghua Sun

CoRR, April, 2025

TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos.

[BibT_eX]

[DOI]

CoRR, April, 2025

Neural Tangent Kernel of Neural Networks with Loss Informed by Differential Operators.

[BibT_eX]

[DOI]

CoRR, March, 2025

Discrepancies are Virtue: Weak-to-Strong Generalization through Lens of Intrinsic Dimension.

[BibT_eX]

[DOI]

CoRR, February, 2025

Diagonal Over-parameterization in Reproducing Kernel Hilbert Spaces as an Adaptive Feature Model: Generalization and Adaptivity.

[BibT_eX]

[DOI]

CoRR, January, 2025

An In Situ Impact Dynamics Instrument With Synchronous Identification of Optical and Acoustic Signals.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2025

Pedestrian multi-object tracking combining appearance and spatial characteristics.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

2024

On the Optimality of Misspecified Spectral Algorithms.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2024

On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2024

Towards a Statistical Understanding of Neural Networks: Beyond the Neural Tangent Kernel Theories.

[BibT_eX]

[DOI]

CoRR, 2024

A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2024

Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay.

[BibT_eX]

[DOI]

CoRR, 2024

Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Adaptivity via Over-Parameterization in Sequence Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory.

[BibT_eX]

[DOI]

Guhan Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

On the Saturation Effects of Spectral Algorithms in Large Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Comprehensive Study for Just-In-Time Pack Functions in Open MPI.

[BibT_eX]

[DOI]

Joseph Schuchart

George Bosilca

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Mixed Distillation Helps Smaller Language Models Reason Better.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Teaching Small Language Models Reasoning through Counterfactual Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Differential Privacy Federated Learning Approach for Diabetic Retinopathy Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

CompleteInst: An Efficient Instance Segmentation Network for Missed Detection Scene of Autonomous Driving.

[BibT_eX]

[DOI]

Sensors, November, 2023

CenterPoint-SE: A Single-Stage Anchor-Free 3-D Object Detection Algorithm With Spatial Awareness Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., October, 2023

Sparse U-PDP: A Unified Multi-Task Framework for Panoptic Driving Perception.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., October, 2023

Phased Feature Extraction Network for Vehicle Search Tasks Based on Cross-Camera for Vehicle-Road Collaborative Perception.

[BibT_eX]

[DOI]

Sensors, October, 2023

Detection and quantification of cotton trichomes by deep learning algorithm.

[BibT_eX]

[DOI]

Comput. Electron. Agric., July, 2023

Optimal Rate of Kernel Regression in Large Dimensions.

[BibT_eX]

[DOI]

CoRR, 2023

Statistical Optimality of Deep Wide Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Kernel interpolation generalizes poorly.

[BibT_eX]

[DOI]

CoRR, 2023

Development of a Hardware-in-theloop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings.

[BibT_eX]

[DOI]

CoRR, 2023

On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay.

[BibT_eX]

[DOI]

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

On the Optimality of Misspecified Kernel Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

On the Saturation Effect of Kernel Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Federated Optimal Framework with Low-bitwidth Quantization for Distribution System.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Map-based localization for intelligent vehicles from bi-sensor data fusion.

[BibT_eX]

[DOI]

Expert Syst. Appl., October, 2022

SFNet-N: An Improved SFNet Algorithm for Semantic Segmentation of Low-Light Autonomous Driving Road Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

A non-local gradient based approach of infinity Laplacian with Γ-convergence.

[BibT_eX]

[DOI]

CoRR, 2022

MARs: Memory Access Rearrangements in Open MPI.

[BibT_eX]

[DOI]

Joseph Schuchart

George Bosilca

Proceedings of the IEEE/ACM Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems, 2022

A Two-Stage Digital Predistortion Method for Quadrature Digital Power Amplifiers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

Environment-Attention Network for Vehicle Trajectory Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Soft-Weighted-Average Ensemble Vehicle Detection Method Based on Single-Stage and Two-Stage Deep Learning Models.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2021

An active safety control method of collision avoidance for intelligent connected vehicle based on driving risk perception.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2021

Creating navigation map in semi-open scenarios for intelligent vehicle localization using multi-sensor fusion.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

On Post-selection Inference in A/B Testing.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

A Fast Load Control System Based on Mobile Distribution-Level Phasor Measurement Unit.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

A Novel Saliency Detection Algorithm Based on Adversarial Learning Model.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Novel Method of SOC Estimation for Electric Vehicle Based on Adaptive Particle Filter.

[BibT_eX]

[DOI]

Autom. Control. Comput. Sci., 2020

24.5 A 15b Quadrature Digital Power Amplifier with Transformer-Based Complex-Domain Power-Efficiency Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020

An Integrated Enhancement Solution for 24-Hour Colorful Imaging.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Real-Time Vehicle Detection Algorithm Based on Vision and Lidar Point Cloud Fusion.

[BibT_eX]

[DOI]

J. Sensors, 2019

Driving Risk Classification Methodology for Intelligent Drive in Real Traffic Event.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2019

Driving style estimation by fusing multiple driving behaviors: a case study of freeway in China.

[BibT_eX]

[DOI]

Clust. Comput., 2019

2018

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects.

[BibT_eX]

[DOI]

Yadong Xue

Comput. Aided Civ. Infrastructure Eng., 2018

An Output-Capacitorless Adaptively Biased Low-Dropout Regulator with Maximum 132-MHz UGF and Without Minimum Loading Requirement.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International System-on-Chip Conference, 2018

A 70-nA 13-ppm/°C All-MOSFET Voltage Reference for Low-Power IoT Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Instance-Level Human Parsing via Part Grouping Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

An Opportunistic Routing Protocol for Mobile Ad Hoc Networks Based on Stable Ideology.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2017

2016

Extrinsic Calibration of 2-D Laser Rangefinder and Camera From Single Shot Based on Minimal Solution.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2016

2014

Kinect-Based Algorithms for Hand Feature Points Localization.

[BibT_eX]

[DOI]

Zeyu Chen

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

Mining multi-attribute sequential pattern in onboard failure logging.

[BibT_eX]

[DOI]

Min Zhu