Membership Inference Attack Should Move On to Distributional Statistics for Distilled Generative Models.
CoRR, February, 2025
Attribute-based Visual Reprogramming for Image Classification with CLIP.
CoRR, January, 2025
Attribute-based Visual Reprogramming for Vision-Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Self-supervised cross-modal visual retrieval from brain activities.
Pattern Recognit., January, 2024
Uncertainty-aware pedestrian trajectory prediction via distributional diffusion.
Knowl. Based Syst., 2024
Towards Robust Cross-Domain Recommendation with Joint Identifiability of User Preference.
CoRR, 2024
Joint Identifiability of Cross-Domain Recommendation via Hierarchical Subspace Disentanglement.
CoRR, 2024
Identifiability of Cross-Domain Recommendation via Causal Subspace Disentanglement.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Bayesian-guided Label Mapping for Visual Reprogramming.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Sample-specific Masks for Visual Reprogramming-based Prompting.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Adversarially Contrastive Estimation of Conditional Neural Processes.
CoRR, 2023
Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion.
CoRR, 2023
IDNP: Interest Dynamics Modeling Using Generative Neural Processes for Sequential Recommendation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Distributional Domain-Invariant Preference Matching for Cross-Domain Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2023
NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity.
CoRR, 2022
Socially-aware Dual Contrastive Learning for Cold-Start Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Contrastive Conditional Neural Processes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022