Jiajie Su

Computer Science · Physical Sciences

11h-index476citations30works2.12yr avg
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Research Topics

Recommender Systems and Techniques(17), Advanced Graph Neural Networks(8), Topic Modeling(5), Privacy-Preserving Technologies in Data(4), Domain Adaptation and Few-Shot Learning(4)

Publications30 total

Out-of-Distribution Generalization via Invariant Trajectories for Multimodal Large Language Model Editing
arXiv (Cornell University)·2026Open Access
Generalizable Multimodal Large Language Model Editing via Invariant Trajectory Learning
arXiv (Cornell University)·2026Open Access
Potent but Stealthy: Rethink Profile Pollution against Sequential Recommendation via Bi-level Constrained Reinforcement Paradigm
arXiv (Cornell University)·2025Open Access
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
2025
Contrastive Hypergraph Flows With Multifaceted Gates for Cross-Domain Sequential Recommendation
IEEE Transactions on Services Computing·2025
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing
arXiv (Cornell University)·2025Open Access
Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation
2025Open Access
DuAda: Adaptive Targeted Model Poisoning Attack Framework via Dummy User Simulation on Federated Recommendation
ACM Transactions on Information Systems·2025
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation
arXiv (Cornell University)·2025Open Access
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 2 citedOpen Access
Teacher Probability Reconstruction based knowledge distillation within intelligent network compression
International Journal of Intelligent Networks·2025· 2 citedOpen Access
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation
arXiv (Cornell University)·2024Open Access
Mining User Consistent and Robust Preference for Unified Cross Domain Recommendation
IEEE Transactions on Knowledge and Data Engineering·2024· 4 cited
The simplification of the symptom Checklist-90 scale utilizing machine learning techniques
Journal of Affective Disorders·2024· 3 cited
Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport
2024· 8 cited
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation
2024· 3 cited
User Distribution Mapping Modelling with Collaborative Filtering for Cross Domain Recommendation
2024· 17 cited
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation
arXiv (Cornell University)·2024Open Access
Teacher Probability Reconstruction Based Knowledge Distillation within Intelligent Network Compression
SSRN Electronic Journal·2024Open Access
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation
2023· 39 cited
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Frequent Co-authors

Chaochao Chen(20), Weiming Liu(15), Xiaolin Zheng(13), Mengling Hu(4), Yanchao Tan(4), Zibin Lin(4), Jianwei Yin(4), Xinting Liao(3), Fei Wu(3), Wenqiao Zhang(3), Zheqi Lv(3), Xiaolin Zheng(2), Xi Li(2), Weiming Liu(2), Xinping Zhao(2), Yizhao Zhang(2), Baotian Hu(2), Han Chen(2), Xuyang Teng(2), Chunhao Li(2)