Xiaoyi Zeng

82 papers A* 17A 9B 1Journal 49Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgenticRS-Architecture: System Design for Agentic Recommender Systems.
CoRR
Hao Zhang, Jinxin Hu, Hao Deng, Lingyu Mu, Shizhun Wang, Yu Zhang, Xiaoyi Zeng
2026 J jnl
AgenticRS-EnsNAS: Ensemble-Decoupled Self-Evolving Architecture Search.
CoRR
Yun Chen, Moyu Zhang, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2026 J jnl
Bridging Sequential and Contextual Features with a Dual-View of Fine-grained Core-Behaviors and Global Interest-Distribution.
CoRR
Yi Xu, Chaofan Fan, Moyu Zhang, Jinxin Hu, Jiahao Wang, Hao Zhang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng
2026 J jnl
Constraint-Aware Generative Auto-bidding via Pareto-Prioritized Regret Optimization.
CoRR
Binglin Wu, Yingyi Zhang, Xianneng Li, Ruyue Deng, Chuan Yue, Weiru Zhang, Xiaoyi Zeng
2026 J jnl
Deferred is Better: A Framework for Multi-Granularity Deferred Interaction of Heterogeneous Features.
CoRR
Yi Xu, Moyu Zhang, Chaofan Fan, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2026 J jnl
Differentiable Geometric Indexing for End-to-End Generative Retrieval.
CoRR
Xujing Wang, Yufeng Chen, Boxuan Zhang, Jie Zhao, Chao Wei, Cai Xu, Ziyu Guan, Wei Zhao, Weiru Zhang, Xiaoyi Zeng
2026 J jnl
GateSID: Adaptive Gating for Semantic-Collaborative Alignment in Cold-Start Recommendation.
CoRR
Hai Zhu, Yantao Yu, Lei Shen, Bing Wang, Xiaoyi Zeng
2026 A* conf
Infer As You Train: A Symmetric Paradigm of Masked Generative for Click-Through Rate Prediction.
WWW
Moyu Zhang, Yujun Jin, Yun Chen, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2026 J jnl
Learning to Reflect and Correct: Towards Better Decoding Trajectories for Large-Scale Generative Recommendation.
CoRR
Haibo Xing, Hao Deng, Lingyu Mu, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2026 A conf
MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation.
WSDM
Yi Xu, Moyu Zhang, Chenxuan Li, Zhihao Liao, Haibo Xing, Hao Deng, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2026 J jnl
Masked Diffusion Generative Recommendation.
CoRR
Lingyu Mu, Hao Deng, Haibo Xing, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2026 J jnl
ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation.
CoRR
Jiangyuan Wang, Kejun Xiao, Huaipeng Zhao, Tao Luo, Xiaoyi Zeng
2026 J jnl
Quality Over Clicks: Intrinsic Quality-Driven Iterative Reinforcement Learning for Cold-Start E-Commerce Query Suggestion.
CoRR
Qi Sun, Kejun Xiao, Huaipeng Zhao, Tao Luo, Xiaoyi Zeng
2026 J jnl
RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative Recommendation.
CoRR
Yulei Huang, Hao Deng, Haibo Xing, Jinxin Hu, Chuanfei Xu, Zulong Chen, Yu Zhang, Xiaoyi Zeng
2026 J jnl
Rethinking Recommendation Paradigms: From Pipelines to Agentic Recommender Systems.
CoRR
Jinxin Hu, Hao Deng, Lingyu Mu, Hao Zhang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng
2026 J jnl
SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpress.
CoRR
Yang Yu, Lei Kou, Huaikuan Yi, Bin Chen, Yayu Cao, Lei Shen, Chao Zhang, Bing Wang, Xiaoyi Zeng
2026 J jnl
SORT: A Systematically Optimized Ranking Transformer for Industrial-scale Recommenders.
CoRR
Chunqi Wang, Bingchao Wu, Taotian Pang, Jiahao Wang, Jie Yang, Jia Liu, Hao Zhang, Hai Zhu, Lei Shen, Shizhun Wang, Bing Wang, Xiaoyi Zeng
2026 J jnl
Shopping Companion: A Memory-Augmented LLM Agent for Real-World E-Commerce Tasks.
CoRR
Zijian Yu, Kejun Xiao, Huaipeng Zhao, Tao Luo, Xiaoyi Zeng
2026 A* conf
ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents.
AAAI
Jiangyuan Wang, Kejun Xiao, Qi Sun, Huaipeng Zhao, Tao Luo, Jiandong Zhang, Xiaoyi Zeng
2026 J jnl
Thinking Broad, Acting Fast: Latent Reasoning Distillation from Multi-Perspective Chain-of-Thought for E-Commerce Relevance.
CoRR
Baopu Qiu, Hao Chen, Yuanrong Wu, Changtong Zan, Chao Wei, Weiru Zhang, Xiaoyi Zeng
2025 J jnl
COURIER: contrastive user intention reconstruction for large-scale visual recommendation.
Frontiers Comput. Sci.
Jia-Qi Yang, Chenglei Dai, Dan Ou, Dongshuai Li, Ju Huang, De-Chuan Zhan, Xiaoyi Zeng, Yang Yang
2025 A* conf
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval.
SIGIR
Hao Deng, Haibo Xing, Kanefumi Matsuyama, Moyu Zhang, Jinxin Hu, Hong Wen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 J jnl
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval.
CoRR
Hao Deng, Haibo Xing, Kanefumi Matsuyama, Moyu Zhang, Jinxin Hu, Hong Wen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 A* conf
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems.
WWW
Haibo Xing, Kanefumi Matsuyama, Hao Deng, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2025 J jnl
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems.
CoRR
Haibo Xing, Kanefumi Matsuyama, Hao Deng, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2025 J jnl
Efficient Long Sequential Low-rank Adaptive Attention for Click-through rate Prediction.
CoRR
Xin Song, Xiaochen Li, Jinxin Hu, Hong Wen, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 A* conf
HeterRec: Heterogeneous Information Transformer for Scalable Sequential Recommendation.
SIGIR
Hao Deng, Haibo Xing, Kanefumi Matsuyama, Yulei Huang, Jinxin Hu, Hong Wen, Jia Xu, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 J jnl
Hierarchical Causal Transformer with Heterogeneous Information for Expandable Sequential Recommendation.
CoRR
Hao Deng, Haibo Xing, Kanefumi Matsuyama, Yulei Huang, Jinxin Hu, Hong Wen, Jia Xu, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 J jnl
Infer As You Train: A Symmetric Paradigm of Masked Generative for Click-Through Rate Prediction.
CoRR
Moyu Zhang, Yujun Jin, Yun Chen, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2025 A* conf
LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction.
SIGIR
Xin Song, Xiaochen Li, Jinxin Hu, Hong Wen, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 J jnl
MATT-CTR: Unleashing a Model-Agnostic Test-Time Paradigm for CTR Prediction with Confidence-Guided Inference Paths.
CoRR
Moyu Zhang, Yun Chen, Yujun Jin, Jinxin Hu, Yu Zhang, Xiaoyi Zeng
2025 J jnl
MMQ-v2: Align, Denoise, and Amplify: Adaptive Behavior Mining for Semantic IDs Learning in Recommendation.
CoRR
Yi Xu, Moyu Zhang, Chaofan Fan, Jinxin Hu, Xiaochen Li, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 J jnl
MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation.
CoRR
Yi Xu, Moyu Zhang, Chenxuan Li, Zhihao Liao, Haibo Xing, Hao Deng, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 — conf
Oblique-MERF: Revisiting and Improving MERF for Oblique Photography.
3DV
Xiaoyi Zeng, Kaiwen Song, Leyuan Yang, Bailin Deng, Juyong Zhang
2025 J jnl
REG4Rec: Reasoning-Enhanced Generative Model for Large-Scale Recommendation Systems.
CoRR
Haibo Xing, Hao Deng, Yucheng Mao, Jinxin Hu, Yi Xu, Hao Zhang, Jiahao Wang, Shizhun Wang, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 B conf
Resource Trading for Vehicular Edge Computing Networks: A Trust-Based Double Auction Approach.
ICCCN
Weiwei Yang, Xiaoyi Zeng, Jinkai Zheng, Yanfeng Zhang, Xiaoyan Li, Kaihui Liu, Kangle Mu
2025 J jnl
STORE: Semantic Tokenization, Orthogonal Rotation and Efficient Attention for Scaling Up Ranking Models.
CoRR
Yi Xu, Chaofan Fan, Jinxin Hu, Yu Zhang, Xiaoyi Zeng, Jing Zhang
2025 — conf
Scaling Transformers for Discriminative Recommendation via Generative Pretraining.
KDD (2)
Chunqi Wang, Bingchao Wu, Zheng Chen, Lei Shen, Bing Wang, Xiaoyi Zeng
2025 J jnl
Scaling Transformers for Discriminative Recommendation via Generative Pretraining.
CoRR
Chunqi Wang, Bingchao Wu, Zheng Chen, Lei Shen, Bing Wang, Xiaoyi Zeng
2025 J jnl
ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents.
CoRR
Jiangyuan Wang, Kejun Xiao, Qi Sun, Huaipeng Zhao, Tao Luo, Jiandong Zhang, Xiaoyi Zeng
2025 J jnl
Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation.
CoRR
Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu
2025 A* conf
Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation.
AAAI
Yibo Wang, Yingchun Jian, Wenhao Yang, Shiyin Lu, Lei Shen, Bing Wang, Xiaoyi Zeng, Lijun Zhang
2024 — conf
City-on-Web: Real-Time Neural Rendering of Large-Scale Scenes on the Web.
ECCV (47)
Kaiwen Song, Xiaoyi Zeng, Chenqu Ren, Juyong Zhang
2024 A* conf
Deformable NeRF using Recursively Subdivided Tetrahedra.
ACM Multimedia
Zherui Qiu, Chenqu Ren, Kaiwen Song, Xiaoyi Zeng, Leyuan Yang, Juyong Zhang
2024 J jnl
Deformable NeRF using Recursively Subdivided Tetrahedra.
CoRR
Zherui Qiu, Chenqu Ren, Kaiwen Song, Xiaoyi Zeng, Leyuan Yang, Juyong Zhang
2024 — conf
Enhancing Cross-Domain Click-Through Rate Prediction via Explicit Feature Augmentation.
WWW (Companion Volume)
Xu Chen, Zida Cheng, Jiangchao Yao, Chen Ju, Weilin Huang, Jinsong Lan, Xiaoyi Zeng, Shuai Xiao
2024 — conf
Large Language Model based Long-tail Query Rewriting in Taobao Search.
WWW (Companion Volume)
Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen
2024 J jnl
Oblique-MERF: Revisiting and Improving MERF for Oblique Photography.
CoRR
Xiaoyi Zeng, Kaiwen Song, Leyuan Yang, Bailin Deng, Juyong Zhang
2023 J jnl
COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features.
CoRR
Jia-Qi Yang, Chenglei Dai, Dan Ou, Ju Huang, De-Chuan Zhan, Qingwen Liu, Xiaoyi Zeng, Yang Yang
2023 J jnl
Cross-domain Augmentation Networks for Click-Through Rate Prediction.
CoRR
Xu Chen, Zida Cheng, Shuai Xiao, Xiaoyi Zeng, Weilin Huang
2023 A* conf
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training.
SIGIR
Xiaoyang Zheng, Fuyu Lv, Zilong Wang, Qingwen Liu, Xiaoyi Zeng
2023 J jnl
Delving into E-Commerce Product Retrieval with Vision-Language Pre-training.
CoRR
Xiaoyang Zheng, Fuyu Lv, Zilong Wang, Qingwen Liu, Xiaoyi Zeng
2023 J jnl
Enhancing Cross-domain Click-Through Rate Prediction via Explicit Feature Augmentation.
CoRR
Xu Chen, Zida Cheng, Jiangchao Yao, Chen Ju, Weilin Huang, Jinsong Lan, Xiaoyi Zeng, Shuai Xiao
2023 J jnl
Graph Contrastive Learning with Multi-Objective for Personalized Product Retrieval in Taobao Search.
CoRR
Longbin Li, Chao Zhang, Sen Li, Yun Zhong, Qingwen Liu, Xiaoyi Zeng
2023 J jnl
Large Language Model based Long-tail Query Rewriting in Taobao Search.
CoRR
Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen
2023 J jnl
MAKE: Product Retrieval with Vision-Language Pre-training in Taobao Search.
CoRR
Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng
2023 — conf
MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search.
WWW (Companion Volume)
Xiaoyang Zheng, Zilong Wang, Sen Li, Ke Xu, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng
2023 A conf
MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training.
CIKM
Hanqi Jin, Jiwei Tan, Lixin Liu, Lisong Qiu, Shaowei Yao, Xi Chen, Xiaoyi Zeng
2023 J jnl
Mixer: Image to Multi-Modal Retrieval Learning for Industrial Application.
CoRR
Zida Cheng, Shuai Xiao, Zhonghua Zhai, Xiaoyi Zeng, Weilin Huang
2023 A conf
Multimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce.
WSDM
Shilei Liu, Lin Li, Jun Song, Yonghua Yang, Xiaoyi Zeng
2023 J jnl
Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System.
CoRR
Zhixuan Zhang, Yuheng Huang, Dan Ou, Sen Li, Longbin Li, Qingwen Liu, Xiaoyi Zeng
2022 A* conf
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search.
WWW
Dian Cheng, Jiawei Chen, Wenjun Peng, Wenqin Ye, Fuyu Lv, Tao Zhuang, Xiaoyi Zeng, Xiangnan He
2022 J jnl
IHGNN: Interactive Hypergraph Neural Network for Personalized Product Search.
CoRR
Dian Cheng, Jiawei Chen, Wenjun Peng, Wenqin Ye, Fuyu Lv, Tao Zhuang, Xiaoyi Zeng, Xiangnan He
2022 A* conf
Intelligent Request Strategy Design in Recommender System.
KDD
Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
2022 J jnl
Intelligent Request Strategy Design in Recommender System.
CoRR
Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
2022 A conf
Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network.
WSDM
Kai Zhao, Yukun Zheng, Tao Zhuang, Xiang Li, Xiaoyi Zeng
2022 A conf
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search.
WSDM
Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu
2022 J jnl
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search.
CoRR
Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu
2022 J jnl
Multi-Objective Personalized Product Retrieval in Taobao Search.
CoRR
Yukun Zheng, Jiang Bian, Guanghao Meng, Chao Zhang, Honggang Wang, Zhixuan Zhang, Sen Li, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng
2022 A conf
Query Rewriting in TaoBao Search.
CIKM
Sen Li, Fuyu Lv, Taiwei Jin, Guiyang Li, Yukun Zheng, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng, James T. Kwok, Qianli Ma
2022 A* conf
ReprBERT: Distilling BERT to an Efficient Representation-Based Relevance Model for E-Commerce.
KDD
Shaowei Yao, Jiwei Tan, Xi Chen, Juhao Zhang, Xiaoyi Zeng, Keping Yang
2021 A* conf
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling.
AAAI
Jia-Qi Yang, Xiang Li, Shuguang Han, Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong
2021 A* conf
Embedding-based Product Retrieval in Taobao Search.
KDD
Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma
2021 J jnl
Embedding-based Product Retrieval in Taobao Search.
CoRR
Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma
2021 A conf
Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce.
CIKM
Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng
2020 A* conf
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction.
WWW
Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng
2020 J jnl
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction.
CoRR
Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng
2020 J jnl
Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling.
CoRR
Jia-Qi Yang, Xiang Li, Shuguang Han, Tao Zhuang, De-Chuan Zhan, Xiaoyi Zeng, Bin Tong
2020 A conf
Deep Time-Aware Item Evolution Network for Click-Through Rate Prediction.
CIKM
Xiang Li, Chao Wang, Bin Tong, Jiwei Tan, Xiaoyi Zeng, Tao Zhuang
2020 A* conf
Neuron-level Structured Pruning using Polarization Regularizer.
NeurIPS
Tao Zhuang, Zhixuan Zhang, Yuheng Huang, Xiaoyi Zeng, Kai Shuang, Xiang Li
2019 A* conf
A Minimax Game for Instance based Selective Transfer Learning.
KDD
Bo Wang, Minghui Qiu, Xisen Wang, Yaliang Li, Yu Gong, Xiaoyi Zeng, Jun Huang, Bo Zheng, Deng Cai, Jingren Zhou
2019 A conf
Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search.
CIKM
Minghui Qiu, Bo Wang, Cen Chen, Xiaoyi Zeng, Jun Huang, Deng Cai, Jingren Zhou, Forrest Sheng Bao