Yong Luo

IEEE Trans. Image Process., 2024

MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging.

[BibT_eX]

[DOI]

CoRR, 2024

ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning.

[BibT_eX]

[DOI]

CoRR, 2024

MG-Net: Learn to Customize QAOA with Circuit Depth Awareness.

[BibT_eX]

[DOI]

CoRR, 2024

USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding.

[BibT_eX]

[DOI]

CoRR, 2024

Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2024

Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Efficient Pareto Set Approximation via Mixture of Experts Based Model Fusion.

[BibT_eX]

[DOI]

CoRR, 2024

FusionBench: A Comprehensive Benchmark of Deep Model Fusion.

[BibT_eX]

[DOI]

CoRR, 2024

Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Learning with Only Positive Labels by Exploring Label Correlations.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Granularity Hand Action Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PrimKD: Primary Modality Guided Multimodal Fusion for RGB-D Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Joint Input and Output Coordination for Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Zero-shot Learning for Preclinical Drug Screening.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Merging Multi-Task Models via Weight-Ensembling Mixture of Experts.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Training-Free Robust Neural Network Search Via Pruning.

[BibT_eX]

[DOI]

Qiancheng Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Parameter-Efficient Multi-Task Model Fusion with Partial Linearization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models.

[BibT_eX]

[DOI]

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

Cycle Self-Refinement for Multi-Source Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Decomposing Semantic Shifts for Composed Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., October, 2023

Region-adaptive Concept Aggregation for Few-shot Visual Recognition.

[BibT_eX]

[DOI]

Mach. Intell. Res., August, 2023

A Knowledge-Enriched Ensemble Method for Word Embedding and Multi-Sense Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

DRRNets: Dynamic Recurrent Routing via Low-Rank Regularization in Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Graph Regularized Structured Output SVM for Early Expression Detection With Online Extension.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., March, 2023

Two-Stream Prototype Learning Network for Few-Shot Face Recognition Under Occlusions.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening.

[BibT_eX]

[DOI]

CoRR, 2023

Learn From Model Beyond Fine-Tuning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Decompose Semantic Shifts for Composed Image Retrieval.

[BibT_eX]

[DOI]

CoRR, 2023

PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning.

[BibT_eX]

[DOI]

CoRR, 2023

FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes.

[BibT_eX]

[DOI]

CoRR, 2023

Transition role of entangled data in quantum machine learning.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data.

[BibT_eX]

[DOI]

Rui Xu

CoRR, 2023

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention.

[BibT_eX]

[DOI]

CoRR, 2023

MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs.

[BibT_eX]

[DOI]

CoRR, 2023

CLNode: Curriculum Learning for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Federated Learning with Manifold Regularization and Normalized Update Reaggregation.

[BibT_eX]

[DOI]

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

LGViT: Dynamic Early Exiting for Accelerating Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Rethinking the Localization in Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Improving Heterogeneous Model Reuse by Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Audio-Visual Generalized Zero-Shot Learning Based on Variational Information Bottleneck.

[BibT_eX]

[DOI]

Yapeng Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Symmetric Pruning in Quantum Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

FedARC: Federated Learning for Multi-Center Tuberculosis Chest X-ray Diagnosis with Adaptive Regularizing Contrastive Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

FedABC: Targeting Fair Competition in Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CDFKD-MFS: Collaborative Data-Free Knowledge Distillation via Multi-Level Feature Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Intrinsic Performance Influence-based Participant Contribution Estimation for Horizontal Federated Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Hyper-relationship Learning Network for Scene Graph Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Metric Boosts Transfer.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Nonlinear Multi-Model Reuse.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Leveraging GAN Priors for Few-Shot Part Segmentation.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CycleResume: A Cycle Learning Framework with Hybrid Attention for Fine-Grained Talent-Job Fit.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Near-Online Multi-Pedestrian Tracking via Combining Multiple Consistent Appearance Cues.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Towards understanding the power of quantum kernels in the NISQ era.

[BibT_eX]

[DOI]

Quantum, 2021

Toward a Wearable Crowdsource System to Monitor Respiratory Symptoms for Pandemic Early Warning.

[BibT_eX]

[DOI]

IEEE Netw., 2021

ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale.

[BibT_eX]

[DOI]

CoRR, 2021

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Data-Free Ensemble Knowledge Distillation for Privacy-conscious Multimedia Model Compression.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Model Compression via Collaborative Data-Free Knowledge Distillation for Edge Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment.

[BibT_eX]

[DOI]

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

2020

When Wireless Video Streaming Meets AI: A Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Towards Efficient Front-End Visual Sensing for Digital Retina: A Model-Centric Paradigm.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2020

Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semi-supervised Online Multi-Task Metric Learning for Visual Recognition and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Heterogeneous Multi-Task Metric Learning for Visual Recognition and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Heterogeneous Multi-task Metric Learning across Multiple Domains.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-View Matrix Completion for Multi-Label Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Knowledge-Enhanced Ensemble Learning for Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Heterogeneous Transfer Learning for Thermal Comfort Modeling.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Heterogeneous Multitask Metric Learning Across Multiple Domains.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Data-Driven Lightweight Interest Point Selection for Large-Scale Visual Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Cost-Sensitive Feature Selection by Optimizing F-Measures.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Transfer Metric Learning: Algorithms, Applications and Outlooks.

[BibT_eX]

[DOI]

CoRR, 2018

How to Find a Perfect Data Scientist: A Distance-Metric Learning Approach.

[BibT_eX]

[DOI]

IEEE Access, 2018

Online Heterogeneous Transfer Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Deep Discrete Prototype Multilabel Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

Chao Xu