Quanyu Dai

2026

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Optimizing Multi-Turn Interactive Recommendation Agents via Generative Intrinsic Motivation.
Xueyang Feng|Jiakai Tang|Xu Chen|Quanyu Dai|Zhenhua Dong
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
doi dblp
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems.
Luyu Chen|Quanyu Dai|Zeyu Zhang|Xueyang Feng|Mingyu Zhang|Pengcheng Tang|Xu Chen|Yue Zhu|Zhenhua Dong
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents.
Zeyu Zhang|Quanyu Dai|Xu Chen|Rui Li|Zhongyang Li|Zhenhua Dong
Companion 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
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

2023

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Robust Causal Inference for Recommender System to Overcome Noisy Confounders.
Zhiheng Zhang|Quanyu Dai|Xu Chen|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
doi dblp
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
Recommendation with Causality enhanced Natural Language Explanations.
Jingsen Zhang|Xu Chen|Jiakai Tang|Weiqi Shao|Quanyu Dai|Zhenhua Dong|Rui Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Task Adaptive Multi-learner Network for Joint CTR and CVR Estimation.
Xiaofan Liu|Qinglin Jia|Chuhan Wu|Jingjie Li|Quanyu Dai|Lin Bo|Rui Zhang|Ruiming Tang
Companion 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
doi dblp
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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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

2021

doi dblp
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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Top-N Recommendation with Counterfactual User Preference Simulation.
Mengyue Yang|Quanyu Dai|Zhenhua Dong|Xu Chen|Xiuqiang He|Jun Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning.
Zimu Zheng|Jie Pu|Linghui Liu|Dan Wang|Xiangming Mei|Sen Zhang|Quanyu Dai
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 6

2019

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Regularized Adversarial Sampling and Deep Time-aware Attention for Click-Through Rate Prediction.
Yikai Wang|Liang Zhang|Quanyu Dai|Fuchun Sun|Bo Zhang|Yang He|Weipeng Yan|Yongjun Bao
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
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Adversarial Training Methods for Network Embedding.
Quanyu Dai|Xiao Shen|Liang Zhang|Qiang Li|Dan Wang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019