Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation.
CoRR, February, 2025
Unlocking the Potential of Model Calibration in Federated Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Rethinking the Starting Point: Enhancing Performance and Fairness of Federated Learning via Collaborative Pre-Training.
CoRR, 2024
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023
Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics.
CoRR, 2022
Let's Talk! Striking Up Conversations via Conversational Visual Question Generation.
CoRR, 2022
Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Learning to Rank Visual Stories From Human Ranking Data.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
End-to-End Recurrent Cross-Modality Attention for Video Dialogue.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Stretch-VST: Getting Flexible With Visual Stories.
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Plot and Rework: Modeling Storylines for Visual Storytelling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Multi-step Joint-Modality Attention Network for Scene-Aware Dialogue System.
CoRR, 2020
MVIN: Learning Multiview Items for Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model.
CoRR, 2019
Neural Network Based Luminance Variation Resistant Remote-Photoplethysmography for Driver's Heart Rate Monitoring.
IEEE Access, 2019
A Motion Robust Remote-PPG Approach to Driver's Health State Monitoring.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016