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2020 – today
- 2026
[j6]Jiahui Zhang, Yizhou Dang
, Enneng Yang, Jianzhe Zhao, Linying Jiang, Guibing Guo, Xingwei Wang:
Beyond Single Sequence: User Correlation Guided Cross-sequence Mixing for Sequential Recommendation. Mach. Intell. Res. 23(3): 677-691 (2026)- [j5]Haoyu Xu, Yuliang Liang, Yizhou Dang, Guibing Guo, Jianzhe Zhao, Linying Jiang, Xing-wei Wang:
DeCO: A training-free framework for in-context knowledge editing via incremental reasoning. Knowl. Based Syst. 347: 116292 (2026) - [j4]Yizhou Dang, Enneng Yang, Yuting Liu, Jianzhe Zhao, Xingwei Wang, Guibing Guo:
Exploring and Tailoring the Test-Time Augmentation for Sequential Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 48(6): 6999-7016 (2026) - [j3]Yizhou Dang, Enneng Yang, Yuting Liu, Guibing Guo, Linying Jiang, Xingwei Wang, Jianzhe Zhao:
Data Augmentation for Sequential Recommendation: A Survey. IEEE Trans. Knowl. Data Eng. 38(8): 4938-4957 (2026) - [c13]Zhifu Wei, Yizhou Dang, Guibing Guo, Chuang Zhao, Zhu Sun:
Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation. SIGIR 2026: 1948-1958 - [c12]Yizhou Dang, Yifan Wu, Minhan Huang, Chuang Zhao, Lianbo Ma, Guibing Guo, Xingwei Wang, Zhu Sun:
Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models. SIGIR 2026: 2856-2867 - [c11]Yizhou Dang, Zhifu Wei, Minhan Huang, Lianbo Ma, Jianzhe Zhao, Guibing Guo, Xingwei Wang:
Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation. WWW 2026: 5886-5897 - [i14]Yizhou Dang, Zhifu Wei, Minhan Huang, Lianbo Ma, Jianzhe Zhao, Guibing Guo, Xingwei Wang:
Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation. CoRR abs/2601.10933 (2026) - [i13]Zhifu Wei, Yizhou Dang, Guibing Guo, Chuang Zhao, Zhu Sun:
Fusion and Alignment Enhancement with Large Language Models for Tail-item Sequential Recommendation. CoRR abs/2604.03688 (2026) - [i12]Yizhou Dang, Yifan Wu, Minhan Huang, Chuang Zhao, Lianbo Ma, Guibing Guo, Xingwei Wang, Zhu Sun:
Pay Attention to Sequence Split: Uncovering the Impacts of Sub-Sequence Splitting on Sequential Recommendation Models. CoRR abs/2604.05309 (2026) - [i11]Yizhou Dang, Chuang Zhao, Lianbo Ma, Guibing Guo, Xingwei Wang, Zhu Sun:
Enhancing Protein Representation Learning via Manifold Restore Mixing. CoRR abs/2606.22307 (2026) - 2025
- [j2]Yizhou Dang, Yuting Liu, Enneng Yang, Guibing Guo, Linying Jiang, Jianzhe Zhao, Xingwei Wang:
Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences. ACM Trans. Inf. Syst. 43(2): 49:1-49:25 (2025) - [c10]Yizhou Dang, Jiahui Zhang, Yuting Liu, Enneng Yang, Yuliang Liang, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Augmenting Sequential Recommendation with Balanced Relevance and Diversity. AAAI 2025: 11563-11571 - [c9]Shuwei Gong, Yuting Liu, Yizhou Dang, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation. AAAI 2025: 11717-11725 - [c8]Yuting Liu, Jinghao Zhang, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation. AAAI 2025: 12246-12254 - [c7]Yuliang Liang, Yuting Liu, Yizhou Dang, Enneng Yang, Guibing Guo, Wei Cai, Jianzhe Zhao, Xingwei Wang:
Self-supervised Hierarchical Representation for Medication Recommendation. DASFAA (5) 2025: 134-150 - [c6]Yuting Liu, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation. DASFAA (5) 2025: 303-319 - [c5]Yuting Liu, Enneng Yang, Yizhou Dang, Guibing Guo, Qiang Liu, Yuliang Liang, Linying Jiang, Xingwei Wang:
Harnessing Content and Structure in ID for Multimodal Recommendation. ICASSP 2025: 1-5 - [c4]Yizhou Dang, Yuting Liu, Enneng Yang, Minhan Huang, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation. SIGIR 2025: 1466-1475 - [c3]Fei Li, Qingyun Gao, Yizhou Dang, Enneng Yang, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Denoising Multi-Interest-Aware Logical Reasoning for Long-Sequence Recommendation. SIGIR 2025: 1487-1496 - [i10]Yizhou Dang, Yuting Liu, Enneng Yang, Minhan Huang, Guibing Guo, Jianzhe Zhao, Xing-Wei Wang:
Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation. CoRR abs/2504.04843 (2025) - [i9]Chu Zhao, Enneng Yang, Yizhou Dang, Jianzhe Zhao, Guibing Guo, Xingwei Wang:
Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation. CoRR abs/2508.07243 (2025) - 2024
- [j1]Yizhou Dang, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Xiaoxiao Xu, Qinghui Sun, Hong Liu:
TiCoSeRec: Augmenting Data to Uniform Sequences by Time Intervals for Effective Recommendation. IEEE Trans. Knowl. Data Eng. 36(6): 2686-2700 (2024) - [c2]Yizhou Dang, Yuting Liu, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Jianzhe Zhao:
Repeated Padding for Sequential Recommendation. RecSys 2024: 497-506 - [i8]Yizhou Dang, Yuting Liu, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Jianzhe Zhao:
Repeated Padding as Data Augmentation for Sequential Recommendation. CoRR abs/2403.06372 (2024) - [i7]Yuting Liu, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation. CoRR abs/2403.08246 (2024) - [i6]Yuting Liu, Jinghao Zhang, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation. CoRR abs/2408.10645 (2024) - [i5]Yizhou Dang, Enneng Yang, Yuting Liu, Guibing Guo, Linying Jiang, Jianzhe Zhao, Xingwei Wang:
Data Augmentation for Sequential Recommendation: A Survey. CoRR abs/2409.13545 (2024) - [i4]Yuliang Liang, Yuting Liu, Yizhou Dang, Enneng Yang, Guibing Guo, Wei Cai, Jianzhe Zhao, Xingwei Wang:
Self-supervised Hierarchical Representation for Medication Recommendation. CoRR abs/2411.03143 (2024) - [i3]Yizhou Dang, Jiahui Zhang, Yuting Liu, Enneng Yang, Yuliang Liang, Guibing Guo, Jianzhe Zhao, Xingwei Wang:
Augmenting Sequential Recommendation with Balanced Relevance and Diversity. CoRR abs/2412.08300 (2024) - 2023
- [c1]Yizhou Dang, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Xiaoxiao Xu, Qinghui Sun, Hong Liu:
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation. AAAI 2023: 4225-4232 - [i2]Yuting Liu, Enneng Yang, Yizhou Dang, Guibing Guo, Qiang Liu, Yuliang Liang, Linying Jiang, Xingwei Wang:
ID Embedding as Subtle Features of Content and Structure for Multimodal Recommendation. CoRR abs/2311.05956 (2023) - 2022
- [i1]Yizhou Dang, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Xiaoxiao Xu, Qinghui Sun, Hong Liu:
Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation. CoRR abs/2212.08262 (2022)
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