Yichen Liu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2026
KAN-infused social recommendation: A contrastive graph learning approach with bidirectional feature fusion.
Inf. Fusion, 2026

SKGRec: Unifying temporal dynamics and knowledge graphs for robust recommendations.
Expert Syst. Appl., 2026

2025
Deep learning for time series forecasting: a survey.
Int. J. Mach. Learn. Cybern., August, 2025

Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt.
CoRR, May, 2025

ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework.
CoRR, May, 2025

Dynamic Regularized CBDT: Variance-Calibrated Causal Boosting for Interpretable Heterogeneous Treatment Effects.
CoRR, April, 2025

NTFNet: Narrowing-Then-Fusing network for RGB-TIR semantic segmentation.
Appl. Intell., April, 2025

A Broadband Bidirectional Four-Element Four-Beam Beamformer With Compact Floorplan in a 65nm CMOS Technology.
IEEE Trans. Circuits Syst. II Express Briefs, January, 2025

All-in-Focus Imaging From Events With Occlusions.
IEEE Trans. Multim., 2025

Adaptive Taylor Kolmogorov-Arnold Network for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

TLBP: Tomography-Aided Local Binary Patterns With High Discrimination for Image Classification.
IET Image Process., 2025

Reducing Uncertainty of Weak Supervised Signals via Mutual Information Techniques.
IEEE Access, 2025

Hidden and Lost Control: on Security Design Risks in IoT User-Facing Matter Controller.
Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Personnel Monitoring in Shipboard Surveillance Using Improved Multi-Object Detection and Tracking Algorithm.
Sensors, September, 2024

SDHC: Joint Semantic-Data Guided Hierarchical Classification for Fine-Grained HRRP Target Recognition.
IEEE Trans. Aerosp. Electron. Syst., August, 2024

Mitigating Modality Discrepancies for RGB-T Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Improving Performance of Uncombined PPP-AR Model with Ambiguity Constraints.
Remote. Sens., 2024

An Iterative Resampling Deep Decoupling Domain Adaptation method for class-imbalance bearing fault diagnosis under variant working conditions.
Expert Syst. Appl., 2024

Fitted Q-Iteration via Max-Plus-Linear Approximation.
IEEE Control. Syst. Lett., 2024

Music Genre Classification: Ensemble Learning with Subcomponents-level Attention.
CoRR, 2024

UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving.
CoRR, 2024

LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios.
CoRR, 2024

Multi-Garment Customized Model Generation.
CoRR, 2024

PromptSAM+: Malware Detection based on Prompt Segment Anything Model.
CoRR, 2024

Neural Radiance Field in Autonomous Driving: A Survey.
CoRR, 2024

DepthMOT: Depth Cues Lead to a Strong Multi-Object Tracker.
CoRR, 2024

DiffYOLO: Object Detection for Anti-Noise via YOLO and Diffusion Models.
CoRR, 2024

Study on Wind Vibration Response and Coupling Effect of Transmission Tower-Line System Under Downburst.
IEEE Access, 2024

Towards Privacy-Preserving Social-Media SDKs on Android.
Proceedings of the 33rd USENIX Security Symposium, 2024

Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning.
Proceedings of the Robotics: Science and Systems XX, 2024

CrypTody: Cryptographic Misuse Analysis of IoT Firmware via Data-flow Reasoning.
Proceedings of the 27th International Symposium on Research in Attacks, 2024

Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2024

Time-Aware Intent Contrastive Learning with Rare-Class Sample Generator for Sequential Recommendation.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Optimized Biomedical Question-Answering Services with LLM and Multi-BERT Integration.
Proceedings of the IEEE International Conference on Data Mining, 2024

2023
EL-NAS: Efficient Lightweight Attention Cross-Domain Architecture Search for Hyperspectral Image Classification.
Remote. Sens., October, 2023

Intelligent fault diagnosis for triboelectric nanogenerators via a novel deep learning framework.
Expert Syst. Appl., September, 2023

AI-TFNet: Active Inference Transfer Convolutional Fusion Network for Hyperspectral Image Classification.
Remote. Sens., March, 2023

Model-Free Safe Reinforcement Learning Through Neural Barrier Certificate.
IEEE Robotics Autom. Lett., March, 2023

Restricted orthogonal gradient projection for continual learning.
AI Open, January, 2023

centroIDA: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation.
CoRR, 2023

Control of a MEMS Fast Steering Mirror With Improved Quasi-Static Performance.
IEEE Access, 2023

Distributed Dependent Task Offloading in CPU-GPU Heterogenous MEC: A Federated Reinforcement Learning Approach.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Triple-frequency PPP-AR model comparison from the user perspective: combined and uncombined models.
Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Reunet: An Efficient Remote Sensing Image Segmentation Network.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

On Uni-Modal Feature Learning in Supervised Multi-Modal Learning.
Proceedings of the International Conference on Machine Learning, 2023

An Anomaly Detection Model Based on CNN-VAE for IoT Devices.
Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence, 2023

2022
Programmable Silicon Photonic Circuits.
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Background Augmentation with Transformer-Based Autoencoder for Hyperspectral Anomaly Detection.
Proceedings of the Intelligence Science IV - 5th IFIP TC 12 International Conference, 2022

Learning Visual Styles from Audio-Visual Associations.
Proceedings of the Computer Vision - ECCV 2022, 2022

Research and Implementation of Improved Faster R-CNN Target Detection Algorithm.
Proceedings of the CAIBDA 2022, 2022

2021
Improving Multi-Modal Learning with Uni-Modal Teachers.
CoRR, 2021

A scheme for intelligent blockchain-based manufacturing industry supply chain management.
Computing, 2021

Preoperative ultrasound radiomics analysis for expression of multiple molecular biomarkers in mass type of breast ductal carcinoma in situ.
BMC Medical Imaging, 2021

On the Design and Implementation of a Real-Time Testbed for Distributed TDMA-Based MAC Protocols in VANETs.
IEEE Access, 2021

Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

CVC: Contrastive Learning for Non-Parallel Voice Conversion.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Decoupling Deep Domain Adaptation Method for Class-imbalanced Learning with Domain Discrepancy.
Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

2020
Performance Analysis of Collaborative Positioning Method in Automated Car Driving.
Proceedings of the International Conference on Localization and GNSS (ICL-GNSS 2020), Tampere, Finland, June 2nd to 4th, 2020, 2020

2017
GNSS Multi-Frequency Multi-System Highly Robust Differential Positioning Based on an Autonomous Fault Detection and Exclusion Method.
IEEE Access, 2017

2014
The protein-protein interaction network of eyestalk, Y-organ and hepatopancreas in Chinese mitten crab Eriocheir sinensis.
BMC Syst. Biol., 2014

Online Detection of Concept Drift in Visual Tracking.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

2010
Extracting Interesting Patterns of Hard CSPs.
Proceedings of The 2010 International Conference on Data Mining, 2010

Discovering Latent Healthy Nutritional Dietary Patterns with Association Rule Mining and Constraint Handling Rules.
Proceedings of The 2010 International Conference on Data Mining, 2010

Novel Collaborative Constraints Solving Techniques - Case Studies on Synchronizing a MIP Solver and a CP Solver.
Proceedings of the 2010 International Conference on Scientific Computing, 2010

2004
Ad hoc wireless networks with mobile backbones.
Proceedings of the IEEE 15th International Symposium on Personal, 2004


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