Jinpeng Chen

2026

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Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation.
Jinpeng Chen|Jianxiang He|Yuan Cao|Huan Li|Zhenye Yang|Kaimin Wei|Xiongnan Jin|Senzhang Wang|Weiping Tu
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation.
Zhenye Yang|Jinpeng Chen|Huan Li|Xiongnan Jin|Xuanyang Li|Junwei Zhang|Hongbo Gao|Kaimin Wei|Senzhang Wang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation.
Jinpeng Chen|Jianxiang He|Huan Li|Senzhang Wang|Yuan Cao|Kaimin Wei|Zhenye Yang|Ye Ji
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2024

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EMPNet: An extract-map-predict neural network architecture for cross-domain recommendation.
Jinpeng Chen|Fan Zhang|Huan Li|Hua Lu|Xiongnan Jin|Kuien Liu|Hongjun Li|Yongheng Wang
World Wide Web (WWW) 2024 Volume 27 Issue 2
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PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation.
Jinpeng Chen|Huachen Guan|Huan Li|Fan Zhang|Liwei Huang|Guangyao Pang|Xiongnan Jin
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2022

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Sequential Intention-aware Recommender based on User Interaction Graph.
Jinpeng Chen|Yuan Cao|Fan Zhang|Pengfei Sun|Kaimin Wei
ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27 - 30, 2022

2020

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Listening to the investors: A novel framework for online lending default prediction using deep learning neural networks.
Xiangling Fu|Tianxiong Ouyang|Jinpeng Chen|Xiaopeng Luo
Information Processing and Management 2020 Volume 57 Issue 4