Junwei Pan

2025

Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs.

Yuhao Wang|Junwei Pan|Xinhang Li|Maolin Wang|Yuan Wang|Yue Liu|Dapeng Liu|Jie Jiang|Xiangyu Zhao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation.

Zhutian Lin|Junwei Pan|Haibin Yu|Xi Xiao|Ximei Wang|Zhixiang Feng|Shifeng Wen|Shudong Huang|Dapeng Liu|Lei Xiao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Incremental Learning for LLM-based Tokenization and Recommendation.

Haihan Shi|Xinyu Lin|Wenjie Wang|Wentao Shi|Junwei Pan|Jie Jiang|Fuli Feng

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models.

Yuhao Wang|Junwei Pan|Pengyue Jia|Wanyu Wang|Maolin Wang|Zhixiang Feng|Xiaotian Li|Jie Jiang|Xiangyu Zhao

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

Computational Advertising: Recent Advances.

Junwei Pan|Zhilin Zhang|Han Zhu|Jian Xu|Jie Jiang|Bo Zheng

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

Deep Pattern Network for Click-Through Rate Prediction.

Hengyu Zhang|Junwei Pan|Dapeng Liu|Jie Jiang|Xiu Li

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

Multi-Sequence Attentive User Representation Learning for Side-information Integrated Sequential Recommendation.

Xiaolin Lin|Jinwei Luo|Junwei Pan|Weike Pan|Zhong Ming|Xun Liu|Shudong Huang|Jie Jiang

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Temporal Interest Network for User Response Prediction.

Haolin Zhou|Junwei Pan|Xinyi Zhou|Xihua Chen|Jie Jiang|Xiaofeng Gao|Guihai Chen

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2021

Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.

Haoming Li|Feiyang Pan|Xiang Ao|Zhao Yang|Min Lu|Junwei Pan|Dapeng Liu|Lei Xiao|Qing He

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving.

Wei Deng|Junwei Pan|Tian Zhou|Deguang Kong|Aaron Flores|Guang Lin

WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.

Zhilin Zhang|Xiangyu Liu|Zhenzhe Zheng|Chenrui Zhang|Miao Xu|Junwei Pan|Chuan Yu|Fan Wu|Jian Xu|Kun Gai

WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

FM2: Field-matrixed Factorization Machines for Recommender Systems.

Yang Sun|Junwei Pan|Alex Zhang|Aaron Flores

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

Bid Shading in The Brave New World of First-Price Auctions.

Djordje Gligorijevic|Tian Zhou|Bharatbhushan Shetty|Brendan Kitts|Shengjun Pan|Junwei Pan|Aaron Flores

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2018

Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising.

Junwei Pan|Jian Xu|Alfonso Lobos Ruiz|Wenliang Zhao|Shengjun Pan|Yu Sun|Quan Lu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018