Yingpeng Du

39 papers A* 13A 1B 1Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Dynamic Experts Synergy for Multi-Task Recommendation.
WWW
Haotian Wu, Yingpeng Du, Zhu Sun, Jie Zhang, Puay Siew Tan
2026 J jnl
MMGRid: Navigating Temporal-aware and Cross-domain Generative Recommendation via Model Merging.
CoRR
Tianjun Wei, Enneng Yang, Yingpeng Du, Huizhong Guo, Jie Zhang, Zhu Sun
2026 A* conf
ONE-PASS: Single Forward Pass Decoding for Listwise Reranking.
WWW
Yingpeng Du, Zhu Sun, Tianjun Wei, Jie Zhang
2026 — conf
Reinforcement Speculative Decoding for Fast Ranking.
KDD (1)
Yingpeng Du, Tianjun Wei, Zhu Sun, Jie Zhang, Xun Jiang
2026 J jnl
Think When Needed: Model-Aware Reasoning Routing for LLM-based Ranking.
CoRR
Huizhong Guo, Tianjun Wei, Dongxia Wang, Yingpeng Du, Ziyan Wang, Jie Zhang, Zhu Sun
2025 A* conf
Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation.
AAAI
Yingpeng Du, Zhu Sun, Ziyan Wang, Haoyan Chua, Jie Zhang, Yew-Soon Ong
2025 J jnl
Active Large Language Model-based Knowledge Distillation for Session-based Recommendation.
CoRR
Yingpeng Du, Zhu Sun, Ziyan Wang, Haoyan Chua, Jie Zhang, Yew-Soon Ong
2025 J jnl
LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation.
CoRR
Ziyan Wang, Yingpeng Du, Zhu Sun, Jieyi Bi, Haoyan Chua, Tianjun Wei, Jie Zhang
2025 J jnl
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation.
CoRR
Tianjun Wei, Huizhong Guo, Yingpeng Du, Zhu Sun, Chen Huang, Dongxia Wang, Jie Zhang
2025 A* conf
Model-Agnostic Social Network Refinement with Diffusion Models for Robust Social Recommendation.
WWW
Youchen Sun, Zhu Sun, Yingpeng Du, Jie Zhang, Yew Soon Ong
2025 J jnl
Quasi-Metric Learning for Bilateral Person-Job Fit.
IEEE Trans. Pattern Anal. Mach. Intell.
Yingpeng Du, Hongzhi Liu, Hengshu Zhu, Yang Song, Zhi Zheng, Zhonghai Wu
2025 A* conf
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation.
AAAI
Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang
2025 J jnl
Reinforcement Speculative Decoding for Fast Ranking.
CoRR
Yingpeng Du, Tianjun Wei, Zhu Sun, Jie Zhang
2025 J jnl
Shilling Recommender Systems by Generating Side-feature-aware Fake User Profiles.
CoRR
Yuanrong Wang, Yingpeng Du
2025 J jnl
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization.
CoRR
Hongxu Wang, Zhu Sun, Yingpeng Du, Lu Zhang, Tiantian He, Yew-Soon Ong
2024 — conf
Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation.
APWeb/WAIM (1)
Wenxuan Zhang, Hongzhi Liu, Zhijin Dong, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu, Zhonghai Wu
2024 A* conf
Disentangled Multi-interest Representation Learning for Sequential Recommendation.
KDD
Yingpeng Du, Ziyan Wang, Zhu Sun, Yining Ma, Hongzhi Liu, Jie Zhang
2024 A* conf
Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks.
AAAI
Yingpeng Du, Di Luo, Rui Yan, Xiaopei Wang, Hongzhi Liu, Hengshu Zhu, Yang Song, Jie Zhang
2024 J jnl
Large Language Model with Graph Convolution for Recommendation.
CoRR
Yingpeng Du, Ziyan Wang, Zhu Sun, Haoyan Chua, Hongzhi Liu, Zhonghai Wu, Yining Ma, Jie Zhang, Youchen Sun
2024 J jnl
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation.
CoRR
Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang
2024 A* conf
Self-Supervised Denoising through Independent Cascade Graph Augmentation for Robust Social Recommendation.
KDD
Youchen Sun, Zhu Sun, Yingpeng Du, Jie Zhang, Yew Soon Ong
2024 A conf
Unified Denoising Training for Recommendation.
RecSys
Haoyan Chua, Yingpeng Du, Zhu Sun, Ziyan Wang, Jie Zhang, Yew-Soon Ong
2023 A* conf
Bilateral Sequential Hypergraph Convolution Network for Reciprocal Recommendation.
ICDM
Jiaxing Chen, Hongzhi Liu, Hongrui Guo, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu
2023 J jnl
Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation.
CoRR
Wenxuan Zhang, Hongzhi Liu, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu, Zhonghai Wu
2023 J jnl
Enhancing Job Recommendation through LLM-based Generative Adversarial Networks.
CoRR
Yingpeng Du, Di Luo, Rui Yan, Hongzhi Liu, Yang Song, Hengshu Zhu, Jie Zhang
2023 — conf
Sequential Hypergraph Convolution Network for Next Item Recommendation.
DASFAA (2)
Jiaxing Chen, Hongzhi Liu, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu
2023 J jnl
Sequential ensemble learning for next item recommendation.
Knowl. Based Syst.
Yingpeng Du, Hongzhi Liu, Yang Song, Zekai Wang, Zhonghai Wu
2022 J jnl
Generalized Ambiguity Decomposition for Ranking Ensemble Learning.
J. Mach. Learn. Res.
Hongzhi Liu, Yingpeng Du, Zhonghai Wu
2022 — conf
M
DASFAA (2)
Yingpeng Du, Hongzhi Liu, Zhonghai Wu
2021 A* conf
IFSpard: An Information Fusion-based Framework for Spam Review Detection.
WWW
Yao Zhu, Hongzhi Liu, Yingpeng Du, Zhonghai Wu
2021 — conf
Modeling Multi-factor and Multi-faceted Preferences over Sequential Networks for Next Item Recommendation.
ECML/PKDD (2)
Yingpeng Du, Hongzhi Liu, Zhonghai Wu
2021 A* conf
Relation-Aware Neighborhood Matching Model for Entity Alignment.
AAAI
Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yingpeng Du
2020 J jnl
Relation-Aware Neighborhood Matching Model for Entity Alignment.
CoRR
Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yingpeng Du
2019 J jnl
AEM: Attentional Ensemble Model for personalized classifier weight learning.
Pattern Recognit.
Hongzhi Liu, Yingpeng Du, Zhonghai Wu
2019 A* conf
Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation.
IJCAI
Zekai Wang, Hongzhi Liu, Yingpeng Du, Zhonghai Wu, Xing Zhang
2018 — conf
Collaborative Probability Metric Learning.
APWeb/WAIM (1)
Hongzhi Liu, Yingpeng Du, Zhonghai Wu
2018 A* conf
Hierarchical Hybrid Feature Model for Top-N Context-Aware Recommendation.
ICDM
Yingpeng Du, Hongzhi Liu, Zhonghai Wu, Xing Zhang
2018 — conf
Online Personalized Next-Item Recommendation via Long Short Term Preference Learning.
PRICAI (1)
Yingpeng Du, Hongzhi Liu, Yuanhang Qu, Zhonghai Wu
2018 B conf
Reciprocal Ranking: A Hybrid Ranking Algorithm for Reciprocal Recommendation.
PRICAI
Yuanhang Qu, Hongzhi Liu, Yingpeng Du, Zhonghai Wu