Jieming Zhu

2026

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UNGER: Generative Recommendation with A Unified Code via Semantic and Collaborative Integration.
Longtao Xiao|Haozhao Wang|Cheng Wang|Linfei Ji|Yifan Wang|Jieming Zhu|Zhenhua Dong|Rui Zhang|Ruixuan Li
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 2
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FairFS: Addressing Deep Feature Selection Biases for Recommender System.
Xianquan Wang|Zhaocheng Du|Jieming Zhu|Qinglin Jia|Zhenhua Dong|Kai Zhang
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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A Survey on the Memory Mechanism of Large Language Model-based Agents.
Zeyu Zhang|Quanyu Dai|Xiaohe Bo|Chen Ma|Rui Li|Xu Chen|Jieming Zhu|Zhenhua Dong|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
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MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising.
Quanyu Dai|Jiaren Xiao|Zhaocheng Du|Jieming Zhu|Chengxiao Luo|Xiao-Ming Wu|Zhenhua Dong
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
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EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration.
Minjie Hong|Yan Xia|Zehan Wang|Jieming Zhu|Ye Wang|Sihang Cai|Xiaoda Yang|Quanyu Dai|Zhenhua Dong|Zhimeng Zhang|Zhou Zhao
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning.
Boqi Dai|Zhaocheng Du|Jieming Zhu|Jintao Xu|Deqing Zou|Quanyu Dai|Zhenhua Dong|Rui Zhang|Hai-Tao Zheng
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction.
Zexuan Qiu|Jieming Zhu|Yankai Chen|Guohao Cai|Weiwen Liu|Zhenhua Dong|Irwin King
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization.
Qijiong Liu|Jiaren Xiao|Lu Fan|Jieming Zhu|Xiao-Ming Wu
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
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PMG : Personalized Multimodal Generation with Large Language Models.
Xiaoteng Shen|Rui Zhang|Xiaoyan Zhao|Jieming Zhu|Xi Xiao
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
LightCS: Selecting Quadratic Feature Crosses in Linear Complexity.
Zhaocheng Du|Junhao Chen|Qinglin Jia|Chuhan Wu|Jieming Zhu|Zhenhua Dong|Ruiming Tang
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
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Recall-Augmented Ranking: Enhancing Click-Through Rate Prediction Accuracy with Cross-Stage Data.
Junjie Huang|Guohao Cai|Jieming Zhu|Zhenhua Dong|Ruiming Tang|Weinan Zhang|Yong Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Discrete Semantic Tokenization for Deep CTR Prediction.
Qijiong Liu|Hengchang Hu|Jiahao Wu|Jieming Zhu|Min-Yen Kan|Xiao-Ming Wu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Benchmarking News Recommendation in the Era of Green AI.
Qijiong Liu|Jieming Zhu|Quanyu Dai|Xiao-Ming Wu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction.
Yushen Li|Jinpeng Wang|Tao Dai|Jieming Zhu|Jun Yuan|Rui Zhang|Shu-Tao Xia
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer.
Dong Yao|Jieming Zhu|Jiahao Xun|Shengyu Zhang|Zhou Zhao|Liqun Deng|Wenqiao Zhang|Zhenhua Dong|Xin Jiang
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
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Multimodal Pretraining and Generation for Recommendation: A Tutorial.
Jieming Zhu|Xin Zhou|Chuhan Wu|Rui Zhang|Zhenhua Dong
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation.
Liangcai Su|Fan Yan|Jieming Zhu|Xi Xiao|Haoyi Duan|Zhou Zhao|Zhenhua Dong|Ruiming Tang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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DisCover: Disentangled Music Representation Learning for Cover Song Identification.
Jiahao Xun|Shengyu Zhang|Yanting Yang|Jieming Zhu|Liqun Deng|Zhou Zhao|Zhenhua Dong|Ruiqi Li|Lichao Zhang|Fei Wu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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FINAL: Factorized Interaction Layer for CTR Prediction.
Jieming Zhu|Qinglin Jia|Guohao Cai|Quanyu Dai|Jingjie Li|Zhenhua Dong|Ruiming Tang|Rui Zhang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
FANS: Fast Non-Autoregressive Sequence Generation for Item List Continuation.
Qijiong Liu|Jieming Zhu|Jiahao Wu|Tiandeng Wu|Zhenhua Dong|Xiao-Ming Wu
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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LCD: Adaptive Label Correction for Denoising Music Recommendation.
Quanyu Dai|Yalei Lv|Jieming Zhu|Junjie Ye|Zhenhua Dong|Rui Zhang|Shu-Tao Xia|Ruiming Tang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems.
Guohao Cai|Jieming Zhu|Quanyu Dai|Zhenhua Dong|Xiuqiang He|Ruiming Tang|Rui Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Multi-Level Interaction Reranking with User Behavior History.
Yunjia Xi|Weiwen Liu|Jieming Zhu|Xilong Zhao|Xinyi Dai|Ruiming Tang|Weinan Zhang|Rui Zhang|Yong Yu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
BARS: Towards Open Benchmarking for Recommender Systems.
Jieming Zhu|Quanyu Dai|Liangcai Su|Rong Ma|Jinyang Liu|Guohao Cai|Xi Xiao|Rui Zhang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Contrastive Learning with Positive-Negative Frame Mask for Music Representation.
Dong Yao|Zhou Zhao|Shengyu Zhang|Jieming Zhu|Yudong Zhu|Rui Zhang|Xiuqiang He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
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PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation.
Yi Li|Jieming Zhu|Weiwen Liu|Liangcai Su|Guohao Cai|Qi Zhang|Ruiming Tang|Xi Xiao|Xiuqiang He
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

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SimpleX: A Simple and Strong Baseline for Collaborative Filtering.
Kelong Mao|Jieming Zhu|Jinpeng Wang|Quanyu Dai|Zhenhua Dong|Xi Xiao|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation.
Kelong Mao|Jieming Zhu|Xi Xiao|Biao Lu|Zhaowei Wang|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Open Benchmarking for Click-Through Rate Prediction.
Jieming Zhu|Jinyang Liu|Shuai Yang|Qi Zhang|Xiuqiang He
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
RMBERT: News Recommendation via Recurrent Reasoning Memory Network over BERT.
Qinglin Jia|Jingjie Li|Qi Zhang|Xiuqiang He|Jieming Zhu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
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Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval.
Weike Jin|Zhou Zhao|Pengcheng Zhang|Jieming Zhu|Xiuqiang He|Yueting Zhuang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Cross-Batch Negative Sampling for Training Two-Tower Recommenders.
Jinpeng Wang|Jieming Zhu|Xiuqiang He
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Ensembled CTR Prediction via Knowledge Distillation.
Jieming Zhu|Jinyang Liu|Weiqi Li|Jincai Lai|Xiuqiang He|Liang Chen|Zibin Zheng
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
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Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach.
Kelong Mao|Xi Xiao|Jieming Zhu|Biao Lu|Ruiming Tang|Xiuqiang He
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020