Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search. - Minghui Qiu; Bo Wang; Cen Chen 001; Xiaoyi Zeng; Jun Huang 007; Deng Cai 001; Jingren Zhou 001; Forrest Sheng Bao (CIKM, 2019)

A Minimax Game for Instance based Selective Transfer Learning. - Bo Wang; Minghui Qiu; Xisen Wang; Yaliang Li; Yu Gong; Xiaoyi Zeng; Jun Huang 007; Bo Zheng 007; Deng Cai 001; Jingren Zhou 001 (KDD, 2019)

Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction. - Xiang Li 107; Chao Wang; Bin Tong; Jiwei Tan; Xiaoyi Zeng; Tao Zhuang (CIKM, 2020)

Neuron-level Structured Pruning using Polarization Regularizer. - Tao Zhuang; Zhixuan Zhang; Yuheng Huang 003; Xiaoyi Zeng; Kai Shuang; Xiang Li 107 (NeurIPS, 2020)

Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. - Xiang Li 107; Chao Wang; Jiwei Tan; Xiaoyi Zeng; Dan Ou; Bo Zheng (WWW, 2020)

Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling. - Jia-Qi Yang 001; Xiang Li 107; Shuguang Han; Tao Zhuang; De-Chuan Zhan; Xiaoyi Zeng; Bin Tong (AAAI, 2021)

Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce. - Yulong Gu; Wentian Bao; Dan Ou; Xiang Li 107; Baoliang Cui; Biyu Ma; Haikuan Huang; Qingwen Liu 002; Xiaoyi Zeng (CIKM, 2021)

Embedding-based Product Retrieval in Taobao Search. - Sen Li 001; Fuyu Lv; Taiwei Jin; Guli Lin; Keping Yang; Xiaoyi Zeng; Xiao-Ming Wu 003; Qianli Ma 001 (KDD, 2021)

Query Rewriting in TaoBao Search. - Sen Li 001; Fuyu Lv; Taiwei Jin; Guiyang Li; Yukun Zheng; Tao Zhuang; Qingwen Liu 002; Xiaoyi Zeng; James T. Kwok; Qianli Ma 001 (CIKM, 2022)

Intelligent Request Strategy Design in Recommender System. - Xufeng Qian; Yue Xu; Fuyu Lv; Shengyu Zhang 001; Ziwen Jiang; Qingwen Liu 002; Xiaoyi Zeng; Tat-Seng Chua; Fei Wu 001 (KDD, 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 (KDD, 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 107; Wentian Bao; Xin-Yu Dai; Xiaoyi Zeng; Tao Zhuang; Qingwen Liu 002 (WSDM, 2022)

Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network. - Kai Zhao 009; Yukun Zheng; Tao Zhuang; Xiang Li 107; Xiaoyi Zeng (WSDM, 2022)

IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search. - Dian Cheng; Jiawei Chen 007; Wenjun Peng; Wenqin Ye; Fuyu Lv; Tao Zhuang; Xiaoyi Zeng; Xiangnan He 001 (WWW, 2022)

Multi-Objective Personalized Product Retrieval in Taobao Search. - Yukun Zheng; Jiang Bian 002; Guanghao Meng; Chao Zhang 008; Honggang Wang; Zhixuan Zhang; Sen Li 001; Tao Zhuang; Qingwen Liu 002; Xiaoyi Zeng (CoRR, 2022)

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 095; Xiaoyi Zeng (CIKM, 2023)

Delving into E-Commerce Product Retrieval with Vision-Language Pre-training. - Xiaoyang Zheng; Fuyu Lv; Zilong Wang; Qingwen Liu 002; Xiaoyi Zeng (SIGIR, 2023)

Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce. - Shilei Liu; Lin Li; Jun Song; Yonghua Yang; Xiaoyi Zeng (WSDM, 2023)

MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search. - Xiaoyang Zheng; Zilong Wang; Sen Li 001; Ke Xu 010; Tao Zhuang; Qingwen Liu 002; Xiaoyi Zeng (WWW (Companion Volume), 2023)

MAKE: Product Retrieval with Vision-Language Pre-training in Taobao Search. - Xiaoyang Zheng; Zilong Wang; Sen Li 001; Ke Xu 010; Tao Zhuang; Qingwen Liu 002; Xiaoyi Zeng (CoRR, 2023)

Cross-domain Augmentation Networks for Click-Through Rate Prediction. - Xu Chen 026; Zida Cheng; Shuai Xiao 002; Xiaoyi Zeng; Weilin Huang (CoRR, 2023)

Mixer: Image to Multi-Modal Retrieval Learning for Industrial Application. - Zida Cheng; Shuai Xiao; Zhonghua Zhai; Xiaoyi Zeng; Weilin Huang (CoRR, 2023)

Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System. - Zhixuan Zhang; Yuheng Huang 003; Dan Ou; Sen Li 001; Longbin Li; Qingwen Liu 002; Xiaoyi Zeng (CoRR, 2023)

COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features. - Jia-Qi Yang 001; Chenglei Dai; Dan Ou; Ju Huang; De-Chuan Zhan; Qingwen Liu 002; Xiaoyi Zeng; Yang Yang 074 (CoRR, 2023)

Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search. - Longbin Li; Chao Zhang 008; Sen Li 001; Yun Zhong; Qingwen Liu 002; Xiaoyi Zeng (CoRR, 2023)

City-on-Web: Real-Time Neural Rendering of Large-Scale Scenes on the Web. - Kaiwen Song; Xiaoyi Zeng; Chenqu Ren; Juyong Zhang (ECCV (47), 2024)

Deformable NeRF using Recursively Subdivided Tetrahedra. - Zherui Qiu; Chenqu Ren; Kaiwen Song; Xiaoyi Zeng; Leyuan Yang; Juyong Zhang (ACM Multimedia, 2024)

Enhancing Cross-Domain Click-Through Rate Prediction via Explicit Feature Augmentation. - Xu Chen 026; Zida Cheng; Jiangchao Yao; Chen Ju; Weilin Huang; Jinsong Lan; Xiaoyi Zeng; Shuai Xiao 002 (WWW (Companion Volume), 2024)

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 001; Enhong Chen (WWW (Companion Volume), 2024)

Oblique-MERF: Revisiting and Improving MERF for Oblique Photography. - Xiaoyi Zeng; Kaiwen Song; Leyuan Yang; Bailin Deng; Juyong Zhang (CoRR, 2024)

Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation. - Yibo Wang 005; Yingchun Jian; Wenhao Yang; Shiyin Lu; Lei Shen; Bing Wang 017; Xiaoyi Zeng; Lijun Zhang 005 (AAAI, 2025)

HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Yulei Huang; Jinxin Hu; Hong Wen 002; Jia Xu 005; Zulong Chen; Yu Zhang 206; Xiaoyi Zeng; Jing Zhang 037 (SIGIR, 2025)

CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Moyu Zhang; Jinxin Hu; Hong Wen 002; Yu Zhang 206; Xiaoyi Zeng; Jing Zhang 037 (SIGIR, 2025)

LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction. - Xin Song; Xiaochen Li; Jinxin Hu; Hong Wen 002; Zulong Chen; Yu Zhang 206; Xiaoyi Zeng; Jing Zhang 037 (SIGIR, 2025)

ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems. - Haibo Xing; Kanefumi Matsuyama; Hao Deng; Jinxin Hu; Yu Zhang 206; Xiaoyi Zeng (WWW, 2025)

ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems. - Haibo Xing; Kanefumi Matsuyama; Hao Deng; Jinxin Hu; Yu Zhang; Xiaoyi Zeng (CoRR, 2025)

Hierarchical Causal Transformer with Heterogeneous Information for Expandable Sequential Recommendation. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Yulei Huang; Jinxin Hu; Hong Wen; Jia Xu; Zulong Chen; Yu Zhang; Xiaoyi Zeng; Jing Zhang (CoRR, 2025)

Efficient Long Sequential Low-rank Adaptive Attention for Click-through rate Prediction. - Xin Song; Xiaochen Li; Jinxin Hu; Hong Wen; Zulong Chen; Yu Zhang; Xiaoyi Zeng; Jing Zhang (CoRR, 2025)

CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval. - Hao Deng; Haibo Xing; Kanefumi Matsuyama; Moyu Zhang; Jinxin Hu; Hong Wen; Yu Zhang; Xiaoyi Zeng; Jing Zhang (CoRR, 2025)

Scaling Transformers for Discriminative Recommendation via Generative Pretraining. - Chunqi Wang; Bingchao Wu; Zheng Chen; Lei Shen; Bing Wang; Xiaoyi Zeng (CoRR, 2025)

COURIER: contrastive user intention reconstruction for large-scale visual recommendation. - Jia-Qi Yang 001; Chenglei Dai; Dan Ou; Dongshuai Li; Ju Huang; De-Chuan Zhan; Xiaoyi Zeng; Yang Yang 074 (Frontiers Comput. Sci., 2025)