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2020 – today
- 2023
- [c18]Hanqi Jin, Jiwei Tan, Lixin Liu, Lisong Qiu, Shaowei Yao, Xi Chen, Xiaoyi Zeng:
MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training. CIKM 2023: 3988-3992 - [c17]Xiaoyang Zheng, Fuyu Lv, Zilong Wang, Qingwen Liu, Xiaoyi Zeng:
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training. SIGIR 2023: 3385-3389 - [c16]Shilei Liu, Lin Li, Jun Song, Yonghua Yang, Xiaoyi Zeng:
Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce. WSDM 2023: 1039-1047 - [c15]Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng:
MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search. WWW (Companion Volume) 2023: 356-360 - [i16]Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng:
MAKE: Product Retrieval with Vision-Language Pre-training in Taobao Search. CoRR abs/2301.12646 (2023) - [i15]Xiaoyang Zheng, Fuyu Lv, Zilong Wang, Qingwen Liu, Xiaoyi Zeng:
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training. CoRR abs/2304.04377 (2023) - [i14]Xu Chen, Zida Cheng, Shuai Xiao, Xiaoyi Zeng, Weilin Huang:
Cross-domain Augmentation Networks for Click-Through Rate Prediction. CoRR abs/2305.03953 (2023) - [i13]Zida Cheng, Shuai Xiao, Zhonghua Zhai, Xiaoyi Zeng, Weilin Huang:
Mixer: Image to Multi-Modal Retrieval Learning for Industrial Application. CoRR abs/2305.03972 (2023) - [i12]Zhixuan Zhang, Yuheng Huang, Dan Ou, Sen Li, Longbin Li, Qingwen Liu, Xiaoyi Zeng:
Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System. CoRR abs/2305.13647 (2023) - [i11]Jia-Qi Yang, Chenglei Dai, Dan Ou, Ju Huang, De-Chuan Zhan, Qingwen Liu, Xiaoyi Zeng, Yang Yang:
COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features. CoRR abs/2306.05001 (2023) - [i10]Longbin Li, Chao Zhang, Sen Li, Yun Zhong, Qingwen Liu, Xiaoyi Zeng:
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search. CoRR abs/2307.04322 (2023) - [i9]Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen:
Large Language Model based Long-tail Query Rewriting in Taobao Search. CoRR abs/2311.03758 (2023) - [i8]Xu Chen, Zida Cheng, Jiangchao Yao, Chen Ju, Weilin Huang, Jinsong Lan, Xiaoyi Zeng, Shuai Xiao:
Enhancing Cross-domain Click-Through Rate Prediction via Explicit Feature Augmentation. CoRR abs/2312.00078 (2023) - 2022
- [c14]Sen Li, Fuyu Lv, Taiwei Jin, Guiyang Li, Yukun Zheng, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng, James T. Kwok, Qianli Ma:
Query Rewriting in TaoBao Search. CIKM 2022: 3262-3271 - [c13]Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu:
Intelligent Request Strategy Design in Recommender System. KDD 2022: 3772-3782 - [c12]Shaowei Yao, Jiwei Tan, Xi Chen, Juhao Zhang, Xiaoyi Zeng, Keping Yang:
ReprBERT: Distilling BERT to an Efficient Representation-Based Relevance Model for E-Commerce. KDD 2022: 4363-4371 - [c11]Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu:
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. WSDM 2022: 262-270 - [c10]Kai Zhao, Yukun Zheng, Tao Zhuang, Xiang Li, Xiaoyi Zeng:
Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network. WSDM 2022: 1461-1469 - [c9]Dian Cheng, Jiawei Chen, Wenjun Peng, Wenqin Ye, Fuyu Lv, Tao Zhuang, Xiaoyi Zeng, Xiangnan He:
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search. WWW 2022: 256-265 - [i7]Dian Cheng, Jiawei Chen, Wenjun Peng, Wenqin Ye, Fuyu Lv, Tao Zhuang, Xiaoyi Zeng, Xiangnan He:
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search. CoRR abs/2202.04972 (2022) - [i6]Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu:
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. CoRR abs/2203.15542 (2022) - [i5]Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu:
Intelligent Request Strategy Design in Recommender System. CoRR abs/2206.12296 (2022) - [i4]Yukun Zheng, Jiang Bian, Guanghao Meng, Chao Zhang, Honggang Wang, Zhixuan Zhang, Sen Li, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng:
Multi-Objective Personalized Product Retrieval in Taobao Search. CoRR abs/2210.04170 (2022) - 2021
- [c8]Jia-Qi Yang, Xiang Li, Shuguang Han, Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong:
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling. AAAI 2021: 4582-4589 - [c7]Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng:
Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce. CIKM 2021: 3828-3837 - [c6]Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma:
Embedding-based Product Retrieval in Taobao Search. KDD 2021: 3181-3189 - [i3]Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma:
Embedding-based Product Retrieval in Taobao Search. CoRR abs/2106.09297 (2021) - 2020
- [c5]Xiang Li, Chao Wang, Bin Tong, Jiwei Tan, Xiaoyi Zeng, Tao Zhuang:
Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction. CIKM 2020: 785-794 - [c4]Tao Zhuang, Zhixuan Zhang, Yuheng Huang, Xiaoyi Zeng, Kai Shuang, Xiang Li:
Neuron-level Structured Pruning using Polarization Regularizer. NeurIPS 2020 - [c3]Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng:
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. WWW 2020: 827-836 - [i2]Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng:
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. CoRR abs/2003.07162 (2020) - [i1]Jia-Qi Yang, Xiang Li, Shuguang Han, Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong:
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling. CoRR abs/2012.03245 (2020)
2010 – 2019
- 2019
- [c2]Minghui Qiu, Bo Wang, Cen Chen, Xiaoyi Zeng, Jun Huang, Deng Cai, Jingren Zhou, Forrest Sheng Bao:
Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search. CIKM 2019: 2509-2515 - [c1]Bo Wang, Minghui Qiu, Xisen Wang, Yaliang Li, Yu Gong, Xiaoyi Zeng, Jun Huang, Bo Zheng, Deng Cai, Jingren Zhou:
A Minimax Game for Instance based Selective Transfer Learning. KDD 2019: 34-43
Coauthor Index
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