Jiajie Su

30 papers A* 12A 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalizable Multimodal Large Language Model Editing via Invariant Trajectory Learning.
CoRR
Jiajie Su, Haoyuan Wang, Xiaohua Feng, Yunshan Ma, Xiaobo Xia, Yuyuan Li, Xiaolin Zheng, Jianmao Xiao, Chaochao Chen
2026 A* conf
Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm.
AAAI
Jiajie Su, Zihan Nan, Yunshan Ma, Xiaobo Xia, Xiaohua Feng, Weiming Liu, Xiang Chen, Xiaolin Zheng, Chaochao Chen
2025 J jnl
A Remarkably Efficient Paradigm to Multimodal Large Language Models for Sequential Recommendation.
CoRR
Qiyong Zhong, Jiajie Su, Ming Yang, Yunshan Ma, Xiaolin Zheng, Chaochao Chen
2025 J jnl
Contrastive Hypergraph Flows With Multifaceted Gates for Cross-Domain Sequential Recommendation.
IEEE Trans. Serv. Comput.
Jiajie Su, Xiaolin Zheng, Zibin Lin, Weiming Liu, Chaochao Chen, Jianwei Yin
2025 J jnl
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation.
CoRR
Jiajie Su, Qiyong Zhong, Yunshan Ma, Yuwei Liu, Chao-Chao Chen, Xiaolin Zheng, Jianwei Yin, Tat-Seng Chua
2025 J jnl
DuAda: Adaptive Targeted Model Poisoning Attack Framework via Dummy User Simulation on Federated Recommendation.
ACM Trans. Inf. Syst.
Jiajie Su, Chaochao Chen, Yihao Wang, Weiming Liu, Yuyuan Li, Tao Wang, Zhigang Li, Xiaolin Zheng, Jianwei Yin
2025 — conf
Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation.
KDD (2)
Jiajie Su, Chaochao Chen, Weiming Liu, Yuhang Wang, Yihao Wang, Zheqi Lv, Xiaolin Zheng, Jianwei Yin
2025 J jnl
Pctx: Tokenizing Personalized Context for Generative Recommendation.
CoRR
Qiyong Zhong, Jiajie Su, Yunshan Ma, Julian J. McAuley, Yupeng Hou
2025 J jnl
Potent but Stealthy: Rethink Profile Pollution against Sequential Recommendation via Bi-level Constrained Reinforcement Paradigm.
CoRR
Jiajie Su, Zihan Nan, Yunshan Ma, Xiaobo Xia, Xiaohua Feng, Weiming Liu, Xiaolin Zheng, Chaochao Chen
2025 A* conf
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation.
AAAI
Yihao Wang, Jiajie Su, Chaochao Chen, Meng Han, Chi Zhang, Jun Wang
2025 A* conf
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing.
ACM Multimedia
Zheqi Lv, Wenqiao Zhang, Kairui Fu, Qi Tian, Shengyu Zhang, Jiajie Su, Jingyuan Chen, Kun Kuang, Fei Wu
2025 J jnl
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing.
CoRR
Zheqi Lv, Wenqiao Zhang, Kairui Fu, Qi Tian, Shengyu Zhang, Jiajie Su, Jingyuan Chen, Kun Kuang, Fei Wu
2024 A conf
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation.
ICWS
Xinping Zhao, Chaochao Chen, Jiajie Su, Yizhao Zhang, Baotian Hu
2024 J jnl
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation.
CoRR
Xinping Zhao, Chaochao Chen, Jiajie Su, Yizhao Zhang, Baotian Hu
2024 J jnl
Mining User Consistent and Robust Preference for Unified Cross Domain Recommendation.
IEEE Trans. Knowl. Data Eng.
Xiaolin Zheng, Weiming Liu, Chaochao Chen, Jiajie Su, Xinting Liao, Mengling Hu, Yanchao Tan
2024 J jnl
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation.
CoRR
Jiajie Su, Chaochao Chen, Zibin Lin, Xi Li, Weiming Liu, Xiaolin Zheng
2024 A* conf
Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport.
SIGIR
Jiajie Su, Chaochao Chen, Weiming Liu, Zibin Lin, Shuheng Shen, Weiqiang Wang, Xiaolin Zheng
2024 A* conf
User Distribution Mapping Modelling with Collaborative Filtering for Cross Domain Recommendation.
WWW
Weiming Liu, Chaochao Chen, Xinting Liao, Mengling Hu, Jiajie Su, Yanchao Tan, Fan Wang
2023 J jnl
Contrastive Proxy Kernel Stein Path Alignment for Cross-Domain Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Weiming Liu, Xiaolin Zheng, Jiajie Su, Longfei Zheng, Chaochao Chen, Mengling Hu
2023 A* conf
Enhancing Hierarchy-Aware Graph Networks with Deep Dual Clustering for Session-based Recommendation.
WWW
Jiajie Su, Chaochao Chen, Weiming Liu, Fei Wu, Xiaolin Zheng, Haoming Lyu
2023 A* conf
Joint Internal Multi-Interest Exploration and External Domain Alignment for Cross Domain Sequential Recommendation.
WWW
Weiming Liu, Xiaolin Zheng, Chaochao Chen, Jiajie Su, Xinting Liao, Mengling Hu, Yanchao Tan
2023 A* conf
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation.
ACM Multimedia
Jiajie Su, Chaochao Chen, Zibin Lin, Xi Li, Weiming Liu, Xiaolin Zheng
2022 A* conf
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation.
ACM Multimedia
Xiaolin Zheng, Jiajie Su, Weiming Liu, Chaochao Chen
2022 J jnl
DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation.
CoRR
Xiaolin Zheng, Jiajie Su, Weiming Liu, Chaochao Chen
2022 A* conf
Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation.
WWW
Chaochao Chen, Huiwen Wu, Jiajie Su, Lingjuan Lyu, Xiaolin Zheng, Li Wang
2022 J jnl
Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation.
CoRR
Chaochao Chen, Huiwen Wu, Jiajie Su, Lingjuan Lyu, Xiaolin Zheng, Li Wang
2022 A* conf
Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation.
SIGIR
Weiming Liu, Xiaolin Zheng, Jiajie Su, Mengling Hu, Yanchao Tan, Chaochao Chen
2022 J jnl
What makes a scatterplot hard to comprehend: data size and pattern salience matter.
J. Vis.
Jiachen Wang, Xiwen Cai, Jiajie Su, Yu Liao, Yingcai Wu
2021 A* conf
Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation.
NeurIPS
Weiming Liu, Jiajie Su, Chaochao Chen, Xiaolin Zheng
2021 J jnl
Tell and guess: cooperative learning for natural image caption generation with hierarchical refined attention.
Multim. Tools Appl.
Wenqiao Zhang, Siliang Tang, Jiajie Su, Jun Xiao, Yueting Zhuang