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Junwei Pan
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 37
Top Topics
Recommender Systems
Display Advertising
Lightweight
Sponsored Search
Top Venues
CoRR
KDD
ICDM
WWW
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Publications
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Ximei Wang
,
Junwei Pan
,
Xingzhuo Guo
,
Dapeng Liu
,
Jie Jiang
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning.
CoRR
(2023)
Xingzhuo Guo
,
Junwei Pan
,
Ximei Wang
,
Baixu Chen
,
Jie Jiang
,
Mingsheng Long
On the Embedding Collapse when Scaling up Recommendation Models.
CoRR
(2023)
Liangcai Su
,
Junwei Pan
,
Ximei Wang
,
Xi Xiao
,
Shijie Quan
,
Xihua Chen
,
Jie Jiang
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation.
CoRR
(2023)
Enneng Yang
,
Junwei Pan
,
Ximei Wang
,
Haibin Yu
,
Li Shen
,
Xihua Chen
,
Lei Xiao
,
Jie Jiang
,
Guibing Guo
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning.
AAAI
(2023)
Junguang Jiang
,
Baixu Chen
,
Junwei Pan
,
Ximei Wang
,
Dapeng Liu
,
Jie Jiang
,
Mingsheng Long
ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning.
NeurIPS
(2023)
Haolin Zhou
,
Junwei Pan
,
Xinyi Zhou
,
Xihua Chen
,
Jie Jiang
,
Xiaofeng Gao
,
Guihai Chen
Temporal Interest Network for Click-Through Rate Prediction.
CoRR
(2023)
Junguang Jiang
,
Baixu Chen
,
Junwei Pan
,
Ximei Wang
,
Dapeng Liu
,
Jie Jiang
,
Mingsheng Long
ForkMerge: Overcoming Negative Transfer in Multi-Task Learning.
CoRR
(2023)
Chenxiao Yang
,
Junwei Pan
,
Xiaofeng Gao
,
Tingyu Jiang
,
Dapeng Liu
,
Guihai Chen
Cross-Task Knowledge Distillation in Multi-Task Recommendation.
AAAI
(2022)
Zuowu Zheng
,
Xiaofeng Gao
,
Junwei Pan
,
Qi Luo
,
Guihai Chen
,
Dapeng Liu
,
Jie Jiang
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling.
ICDM
(2022)
Enneng Yang
,
Junwei Pan
,
Ximei Wang
,
Haibin Yu
,
Li Shen
,
Xihua Chen
,
Lei Xiao
,
Jie Jiang
,
Guibing Guo
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning.
CoRR
(2022)
Zuowu Zheng
,
Xiaofeng Gao
,
Junwei Pan
,
Qi Luo
,
Guihai Chen
,
Dapeng Liu
,
Jie Jiang
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling.
CoRR
(2022)
Chenxiao Yang
,
Qitian Wu
,
Jipeng Jin
,
Xiaofeng Gao
,
Junwei Pan
,
Guihai Chen
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach.
CoRR
(2022)
Chenxiao Yang
,
Qitian Wu
,
Jipeng Jin
,
Xiaofeng Gao
,
Junwei Pan
,
Guihai Chen
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach.
IJCAI
(2022)
Chenxiao Yang
,
Junwei Pan
,
Xiaofeng Gao
,
Tingyu Jiang
,
Dapeng Liu
,
Guihai Chen
Cross-Task Knowledge Distillation in Multi-Task Recommendation.
CoRR
(2022)
Di Wu
,
Cheng Chen
,
Xiujun Chen
,
Junwei Pan
,
Xun Yang
,
Qing Tan
,
Jian Xu
,
Kuang-Chih Lee
Impression Allocation and Policy Search in Display Advertising.
CoRR
(2022)
Tian Zhou
,
Hao He
,
Shengjun Pan
,
Niklas Karlsson
,
Bharatbhushan Shetty
,
Brendan Kitts
,
Djordje Gligorijevic
,
San Gultekin
,
Tingyu Mao
,
Junwei Pan
,
Jianlong Zhang
,
Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions.
KDD
(2021)
Haoming Li
,
Feiyang Pan
,
Xiang Ao
,
Zhao Yang
,
Min Lu
,
Junwei Pan
,
Dapeng Liu
,
Lei Xiao
,
Qing He
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.
CoRR
(2021)
Yang Sun
,
Junwei Pan
,
Alex Zhang
,
Aaron Flores
FM2: Field-matrixed Factorization Machines for Recommender Systems.
WWW
(2021)
Tian Zhou
,
Hao He
,
Shengjun Pan
,
Niklas Karlsson
,
Bharatbhushan Shetty
,
Brendan Kitts
,
Djordje Gligorijevic
,
San Gultekin
,
Tingyu Mao
,
Junwei Pan
,
Jianlong Zhang
,
Aaron Flores
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions.
CoRR
(2021)
Zhilin Zhang
,
Xiangyu Liu
,
Zhenzhe Zheng
,
Chenrui Zhang
,
Miao Xu
,
Junwei Pan
,
Chuan Yu
,
Fan Wu
,
Jian Xu
,
Kun Gai
Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.
WSDM
(2021)
Haoming Li
,
Feiyang Pan
,
Xiang Ao
,
Zhao Yang
,
Min Lu
,
Junwei Pan
,
Dapeng Liu
,
Lei Xiao
,
Qing He
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.
SIGIR
(2021)
Wei Deng
,
Junwei Pan
,
Tian Zhou
,
Deguang Kong
,
Aaron Flores
,
Guang Lin
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving.
WSDM
(2021)
Yue He
,
Xiujun Chen
,
Di Wu
,
Junwei Pan
,
Qing Tan
,
Chuan Yu
,
Jian Xu
,
Xiaoqiang Zhu
A Unified Solution to Constrained Bidding in Online Display Advertising.
KDD
(2021)
Yang Sun
,
Junwei Pan
,
Alex Zhang
,
Aaron Flores
: Field-matrixed Factorization Machines for Recommender Systems.
CoRR
(2021)
Di Wu
,
Cheng Chen
,
Xiujun Chen
,
Junwei Pan
,
Xun Yang
,
Qing Tan
,
Jian Xu
,
Kuang-Chih Lee
Impression Allocation and Policy Search in Display Advertising.
ICDM
(2021)
Djordje Gligorijevic
,
Tian Zhou
,
Bharatbhushan Shetty
,
Brendan Kitts
,
Shengjun Pan
,
Junwei Pan
,
Aaron Flores
Bid Shading in The Brave New World of First-Price Auctions.
CIKM
(2020)
Zhilin Zhang
,
Xiangyu Liu
,
Zhenzhe Zheng
,
Chenrui Zhang
,
Miao Xu
,
Junwei Pan
,
Chuan Yu
,
Fan Wu
,
Jian Xu
,
Kun Gai
Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.
CoRR
(2020)
Shengjun Pan
,
Brendan Kitts
,
Tian Zhou
,
Hao He
,
Bharatbhushan Shetty
,
Aaron Flores
,
Djordje Gligorijevic
,
Junwei Pan
,
Tingyu Mao
,
San Gultekin
,
Jianlong Zhang
Bid Shading by Win-Rate Estimation and Surplus Maximization.
CoRR
(2020)
Wei Deng
,
Junwei Pan
,
Tian Zhou
,
Aaron Flores
,
Guang Lin
DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving.
CoRR
(2020)
Djordje Gligorijevic
,
Tian Zhou
,
Bharatbhushan Shetty
,
Brendan Kitts
,
Shengjun Pan
,
Junwei Pan
,
Aaron Flores
Bid Shading in The Brave New World of First-Price Auctions.
CoRR
(2020)
Junwei Pan
,
Yizhi Mao
,
Alfonso Lobos Ruiz
,
Yu Sun
,
Aaron Flores
Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising.
KDD
(2019)
Junwei Pan
,
Yizhi Mao
,
Alfonso Lobos Ruiz
,
Yu Sun
,
Aaron Flores
Predicting Different Types of Conversions with Multi-Task Learning in Online Advertising.
CoRR
(2019)
Yizhi Mao
,
Miao Chen
,
Abhinav Wagle
,
Junwei Pan
,
Michael Natkovich
,
Don Matheson
A Batched Multi-Armed Bandit Approach to News Headline Testing.
CoRR
(2019)
Junwei Pan
,
Jian Xu
,
Alfonso Lobos Ruiz
,
Wenliang Zhao
,
Shengjun Pan
,
Yu Sun
,
Quan Lu
Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising.
CoRR
(2018)
Yizhi Mao
,
Miao Chen
,
Abhinav Wagle
,
Junwei Pan
,
Michael Natkovich
,
Don Matheson
A Batched Multi-Armed Bandit Approach to News Headline Testing.
IEEE BigData
(2018)
Junwei Pan
,
Jian Xu
,
Alfonso Lobos Ruiz
,
Wenliang Zhao
,
Shengjun Pan
,
Yu Sun
,
Quan Lu
Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising.
WWW
(2018)
Quan Lu
,
Shengjun Pan
,
Liang Wang
,
Junwei Pan
,
Fengdan Wan
,
Hongxia Yang
A Practical Framework of Conversion Rate Prediction for Online Display Advertising.
ADKDD@KDD
(2017)