Lei Xiao

21 papers A* 8A 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation.
CIKM
Zhutian Lin, Junwei Pan, Haibin Yu, Xi Xiao, Ximei Wang, Zhixiang Feng, Shifeng Wen, Shudong Huang, Dapeng Liu, Lei Xiao
2025 J jnl
Large Foundation Model for Ads Recommendation.
CoRR
Shangyu Zhang, Shijie Quan, Zhongren Wang, Junwei Pan, Tianqu Zhuang, Bo Fu, Yilong Sun, Jieying Lin, Jushuo Chen, Xiaotian Li, Zhixiang Feng, Xian Hu, Huiting Deng, Hua Lu, Jinpeng Wang, Boqi Dai, Xiaoyu Chen, Bin Hu, Lili Huang, Yanwen Wu, Yeshou Cai, Qi Zhou, Huang Tang, Chunfeng Yang, Chengguo Yin, Tingyu Jiang, Lifeng Wang, Shudong Huang, Dapeng Liu, Lei Xiao, Haijie Gu, Shu-Tao Xia, Jie Jiang
2025 — conf
Towards Unifying Feature Interaction Models for Click-Through Rate Prediction.
ECML/PKDD (5)
Yu Kang, Junwei Pan, Jipeng Jin, Shudong Huang, Xiaofeng Gao, Lei Xiao
2024 J jnl
Ad Recommendation in a Collapsed and Entangled World.
CoRR
Junwei Pan, Wei Xue, Ximei Wang, Haibin Yu, Xun Liu, Shijie Quan, Xueming Qiu, Dapeng Liu, Lei Xiao, Jie Jiang
2024 A* conf
Ads Recommendation in a Collapsed and Entangled World.
KDD
Junwei Pan, Wei Xue, Ximei Wang, Haibin Yu, Xun Liu, Shijie Quan, Xueming Qiu, Dapeng Liu, Lei Xiao, Jie Jiang
2024 — conf
DeepMIN: Deep Multi-modal Interest Network with Cognitive Learning Modules.
DASFAA (3)
Zhaoxiang Zhang, Zhiheng Li, Jipeng Jin, Xiaofeng Gao, Xiongwen Yang, Bo Zhang, Lei Xiao
2024 J jnl
Disentangled Representation with Cross Experts Covariance Loss for Multi-Domain Recommendation.
CoRR
Zhutian Lin, Junwei Pan, Haibin Yu, Xi Xiao, Ximei Wang, Zhixiang Feng, Shifeng Wen, Shudong Huang, Lei Xiao, Jie Jiang
2024 A conf
Pareto-based Multi-Objective Recommender System with Forgetting Curve.
CIKM
Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwen Yang, Lei Xiao, Jie Jiang
2024 J jnl
Towards Unifying Feature Interaction Models for Click-Through Rate Prediction.
CoRR
Yu Kang, Junwei Pan, Jipeng Jin, Shudong Huang, Xiaofeng Gao, Lei Xiao
2024 A* conf
Understanding the Ranking Loss for Recommendation with Sparse User Feedback.
KDD
Zhutian Lin, Junwei Pan, Shangyu Zhang, Ximei Wang, Xi Xiao, Shudong Huang, Lei Xiao, Jie Jiang
2024 J jnl
Understanding the Ranking Loss for Recommendation with Sparse User Feedback.
CoRR
Zhutian Lin, Junwei Pan, Shangyu Zhang, Ximei Wang, Xi Xiao, Shudong Huang, Lei Xiao, Jie Jiang
2023 A* conf
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning.
AAAI
Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo
2023 J jnl
Pareto-based Multi-Objective Recommender System with Forgetting Curve.
CoRR
Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwei Yang, Lei Xiao, Jie Jiang
2023 A* conf
SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt Paradigm.
ICDM
Xinyi Zhou, Jipeng Jin, Li Ma, Xiaofeng Gao, Jianbo Yang, Xiongwen Yang, Lei Xiao
2022 J jnl
AdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learning.
CoRR
Enneng Yang, Junwei Pan, Ximei Wang, Haibin Yu, Li Shen, Xihua Chen, Lei Xiao, Jie Jiang, Guibing Guo
2022 A conf
Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising.
CIKM
Yuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao, Jie Jiang, Qing He
2021 A* conf
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.
SIGIR
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He
2021 J jnl
Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.
CoRR
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He
2020 A* conf
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions.
WWW
Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Lei Xiao, Qing He
2015 A* conf
Image Feature Learning for Cold Start Problem in Display Advertising.
IJCAI
Kaixiang Mo, Bo Liu, Lei Xiao, Yong Li, Jie Jiang
2012 A* conf
ComSoc: adaptive transfer of user behaviors over composite social network.
KDD
Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li