2025
In-Context Meta LoRA Generation.
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CoRR, January, 2025
2024
Compressing the Multiobject Tracking Model via Knowledge Distillation.
IEEE Trans. Comput. Soc. Syst., April, 2024
Multidocument Aspect Classification for Aspect-Based Abstractive Summarization.
IEEE Trans. Comput. Soc. Syst., February, 2024
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation.
IEEE Trans. Comput. Soc. Syst., February, 2024
Joint Adversarial Domain Adaptation With Structural Graph Alignment.
IEEE Trans. Netw. Sci. Eng., 2024
Inter-Class and Inter-Domain Semantic Augmentation for Domain Generalization.
IEEE Trans. Image Process., 2024
A Portable and Highly Integrated Solid-State Quantum Magnetometer Module Based on the Diamond NV Color Centers.
IEEE Trans. Instrum. Meas., 2024
Equity in Unsupervised Domain Adaptation by Nuclear Norm Maximization.
IEEE Trans. Circuits Syst. Video Technol., 2024
Consistency-constrained unsupervised video anomaly detection framework based on Co-teaching.
Neurocomputing, 2024
Object Style Diffusion for Generalized Object Detection in Urban Scene.
CoRR, 2024
AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation.
CoRR, 2024
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation.
CoRR, 2024
DiM: <i>f</i>-Divergence Minimization Guided Sharpness-Aware Optimization for Semi-supervised Medical Image Segmentation.
CoRR, 2024
Degree Distribution based Spiking Graph Networks for Domain Adaptation.
CoRR, 2024
OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancement.
CoRR, 2024
Open-World Test-Time Training: Self-Training with Contrast Learning.
CoRR, 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation.
CoRR, 2024
Continuous Spiking Graph Neural Networks.
CoRR, 2024
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
SBM: Smoothness-Based Minimization for Domain Generalization.
Proceedings of the IEEE International Conference on Acoustics, 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Dynamic Spiking Graph Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Correlation Matching Transformation Transformers for UHD Image Restoration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
OMG: Towards Effective Graph Classification Against Label Noise.
IEEE Trans. Knowl. Data Eng., December, 2023
Video anomaly detection with NTCN-ML: A novel TCN for multi-instance learning.
Pattern Recognit., November, 2023
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation.
IEEE Trans. Comput. Soc. Syst., October, 2023
Class-specific and self-learning local manifold structure for domain adaptation.
Pattern Recognit., October, 2023
A Neural Inference of User Social Interest for Item Recommendation.
Data Sci. Eng., September, 2023
Self-aware circular response-guided attention for robust siamese tracking.
Appl. Intell., June, 2023
Reducing bi-level feature redundancy for unsupervised domain adaptation.
Pattern Recognit., May, 2023
Bravely Say I Don't Know: Relational Question-Schema Graph for Text-to-SQL Answerability Classification.
ACM Trans. Asian Low Resour. Lang. Inf. Process., April, 2023
Importance filtered soft label-based deep adaptation network.
Knowl. Based Syst., April, 2023
Boosting unsupervised domain adaptation: A Fourier approach.
Knowl. Based Syst., March, 2023
Domain-specific feature recalibration and alignment for multi-source unsupervised domain adaptation.
IET Comput. Vis., February, 2023
A Closer Look at the Joint Training of Object Detection and Re-Identification in Multi-Object Tracking.
IEEE Trans. Image Process., 2023
BP-triplet net for unsupervised domain adaptation: A Bayesian perspective.
Pattern Recognit., 2023
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation.
CoRR, 2023
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Mixture-of-Experts Learner for Single Long-Tailed Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Interpolation Normalization for Contrast Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
A Closer Look at Classifier in Adversarial Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification.
Proceedings of the International Conference on Machine Learning, 2023
Atomic-action-based Contrastive Network for Weakly Supervised Temporal Language Grounding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Accelerated Dynamic Renal Phase-Contrast MRI using A Score-based Diffusion Network.
Proceedings of the 10th International Conference on Biomedical and Bioinformatics Engineering, 2023
Decomposition, Interaction, Reconstruction Meets Global Context Learning In Visual Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2023
Progressive Perception Learning for Distribution Modulation in Siamese Tracking.
Proceedings of the IEEE International Conference on Acoustics, 2023
Enhanced Dcf Tracker Regularized by Reliable Sample Construction.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media.
Proceedings of the Database Systems for Advanced Applications, 2023
2022
A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding.
IEEE Trans. Netw. Sci. Eng., 2022
Confidence Regularized Label Propagation Based Domain Adaptation.
IEEE Trans. Circuits Syst. Video Technol., 2022
Informative pairs mining based adaptive metric learning for adversarial domain adaptation.
Neural Networks, 2022
Implicit Semantic Augmentation for Distance Metric Learning in Domain Generalization.
CoRR, 2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation.
CoRR, 2022
DEAL: An Unsupervised Domain Adaptive Framework for Graph-level Classification.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Implicit Feature Alignment For Knowledge Distillation.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
AAT: Non-local Networks for Sim-to-Real Adversarial Augmentation Transfer.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Logit Distillation via Student Diversity.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Attention-based Adversarial Partial Domain Adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
An interaction-modeling mechanism for context-dependent Text-to-SQL translation based on heterogeneous graph aggregation.
Neural Networks, 2021
InterBN: Channel Fusion for Adversarial Unsupervised Domain Adaptation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Spatio-Temporal Action Detector with Self-Attention.
Proceedings of the International Joint Conference on Neural Networks, 2021
A Focally Discriminative Loss for Unsupervised Domain Adaptation.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL Translation.
Proceedings of the Case-Based Reasoning Research and Development, 2021
2020
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy.
CoRR, 2020
Differentiation between high-grade gliomas and solitary brain metastases: a comparison of five diffusion-weighted MRI models.
BMC Medical Imaging, 2020