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.Deng Z, Fu Y, Farooq U, et al. Time-Interval-Aware Disentangled Expert Modeling for Next-Basket Recommendation. In SIGIR 2026. （CCF-A类会议）
.Liu W, Liu H, Deng Z (通讯作者), et al. From Backward Spreading to Forward Replay: Revisiting Target Construction in LLM Parameter Editing. In ICML 2026.（CCF-A类会议）
.Zou X, Su T, ..., Deng Z. DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation. In SIGIR 2026. （CCF-A类会议）
.Zou L, Chen Q, Deng Z, et al. Enhancing User Cold-start Recommendation with Graph Structures and Semantic Dependencies[J]. Knowledge-Based Systems, 2026: 115280. （SCI，中科院1区）
.Deng Z, Liu W, Li J, et al. Behavior-Aware Global-Enhanced Neural Modeling for Sequential Set Recommendation[J]. IEEE Transactions on Artificial Intelligence (TAI), 2025.
.Deng Z, Li J, Liu W, et al. Unbiased Interest Modeling in Sequential Basket Analysis: Addressing Repetition Bias with Multi-factor Estimation[J]. ACM Transactions on Recommender Systems (TORS), 2025.
.Liu W, Deng Z (通讯作者), Niu Z, et al. Exploring Practical Gaps in Using Cross Entropy to Implement the Maximum Mutual Information Criterion. In Transactions of the Association for Computational Linguistics (TACL), 2025.（SSCI JCR Q1期刊）
.Liu W, Niu Z, Gao L, Deng Z (通讯作者), et al. Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets. In ICML 2025.（CCF-A类会议）
.Liu W, Deng Z (通讯作者), Niu Z, et al. Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization. In ICLR 2025.（CCF-类会议）
.Deng Z, Li J, Zou L, et al. Multi-scale Context-aware User interest learning for Behavior Pattern Modeling. In DASFAA 2024. （CCF-B类会议）

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