Xiaoyi Zeng

According to our database, Xiaoyi Zeng authored at least 28 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enhancing Cross-domain Click-Through Rate Prediction via Explicit Feature Augmentation.

Xu Chen, Zida Cheng, Jiangchao Yao, Chen Ju, Weilin Huang, Jinsong Lan, Xiaoyi Zeng, Shuai Xiao

CoRR, 2023

Large Language Model based Long-tail Query Rewriting in Taobao Search.

Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen

CoRR, 2023

Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search.

Longbin Li, Chao Zhang, Sen Li, Yun Zhong, Qingwen Liu, Xiaoyi Zeng

CoRR, 2023

COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features.

Jia-Qi Yang, Chenglei Dai, Dan Ou, Ju Huang, De-Chuan Zhan, Qingwen Liu, Xiaoyi Zeng, Yang Yang

CoRR, 2023

Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System.

Zhixuan Zhang, Yuheng Huang, Dan Ou, Sen Li, Longbin Li, Qingwen Liu, Xiaoyi Zeng

CoRR, 2023

Mixer: Image to Multi-Modal Retrieval Learning for Industrial Application.

Zida Cheng, Shuai Xiao, Zhonghua Zhai, Xiaoyi Zeng, Weilin Huang

CoRR, 2023

Cross-domain Augmentation Networks for Click-Through Rate Prediction.

Xu Chen, Zida Cheng, Shuai Xiao, Xiaoyi Zeng, Weilin Huang

CoRR, 2023

MAKE: Product Retrieval with Vision-Language Pre-training in Taobao Search.

Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng

CoRR, 2023

MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search.

Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce.

Shilei Liu, Lin Li, Jun Song, Yonghua Yang, Xiaoyi Zeng

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Delving into E-Commerce Product Retrieval with Vision-Language Pre-training.

Xiaoyang Zheng, Fuyu Lv, Zilong Wang, Qingwen Liu, Xiaoyi Zeng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training.

Hanqi Jin, Jiwei Tan, Lixin Liu, Lisong Qiu, Shaowei Yao, Xi Chen, Xiaoyi Zeng

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Multi-Objective Personalized Product Retrieval in Taobao Search.

Yukun Zheng, Jiang Bian, Guanghao Meng, Chao Zhang, Honggang Wang, Zhixuan Zhang, Sen Li, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng

CoRR, 2022

IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search.

Dian Cheng, Jiawei Chen, Wenjun Peng, Wenqin Ye, Fuyu Lv, Tao Zhuang, Xiaoyi Zeng, Xiangnan He

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network.

Kai Zhao, Yukun Zheng, Tao Zhuang, Xiang Li, Xiaoyi Zeng

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search.

Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

ReprBERT: Distilling BERT to an Efficient Representation-Based Relevance Model for E-Commerce.

Shaowei Yao, Jiwei Tan, Xi Chen, Juhao Zhang, Xiaoyi Zeng, Keping Yang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Intelligent Request Strategy Design in Recommender System.

Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Query Rewriting in TaoBao Search.

Sen Li, Fuyu Lv, Taiwei Jin, Guiyang Li, Yukun Zheng, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng, James T. Kwok, Qianli Ma

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Embedding-based Product Retrieval in Taobao Search.

Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma

CoRR, 2021

Embedding-based Product Retrieval in Taobao Search.

Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce.

Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling.

Jia-Qi Yang, Xiang Li, Shuguang Han, Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Adversarial Multimodal Representation Learning for Click-Through Rate Prediction.

Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Neuron-level Structured Pruning using Polarization Regularizer.

Tao Zhuang, Zhixuan Zhang, Yuheng Huang, Xiaoyi Zeng, Kai Shuang, Xiang Li

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction.

Xiang Li, Chao Wang, Bin Tong, Jiwei Tan, Xiaoyi Zeng, Tao Zhuang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

A Minimax Game for Instance based Selective Transfer Learning.

Bo Wang, Minghui Qiu, Xisen Wang, Yaliang Li, Yu Gong, Xiaoyi Zeng, Jun Huang, Bo Zheng, Deng Cai, Jingren Zhou

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search.

Minghui Qiu, Bo Wang, Cen Chen, Xiaoyi Zeng, Jun Huang, Deng Cai, Jingren Zhou, Forrest Sheng Bao

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019