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Sulong Xu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

43

Venues

13

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

43 indexed papers, newest first.

YearVenueTitleAuthors
2026WWWFrom Modularity to Unity: Towards Industrial-Scale Generative Recommendation.Xiaofeng Liu, Wenliang Li, Tao Yu, Guanliang Song, Zhen Chen, Jing Zhou, Dongyue Wang, Xiwei Zhao, Sulong Xu
2026SIGIRRAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce.Zhiguo Chen, Guohao Sun, Yiming Qiu, Xingzhi Yao, Mingming Li, Huimu Wang, Yangqi Zhang, Songlin Wang, Sulong Xu
2026SIGIRAdaptive Mix Preference Optimization for Generative Recommendation.Junbo Qi, Yanyan Zou, Xuanhua Yang, Sulong Xu, Ying Sun, Shengjie Li
2026SIGIRBreaking the Relevance-Diversity Seesaw: Hierarchical LLM Reasoning with RL for Industrial Novelty Recommendation.Ying Sun, Yanyan Zou, Xiao Wang, Hanchuan Xu, Xuanhua Yang, Sulong Xu, Junbo Qi, Shengjie Li
2026SIGIRBridging the Gap: Generative Retrieval via Query-to-Multi-Span Framework for Effective E-commerce Search.Huimu Wang, Yiming Qiu, Xingzhi Yao, Guangtao Nie, Zuxu Chen, Zhenlin He, Songlin Wang, Guoyu Tang, Sulong Xu, Jingwei Zhuo, Mingming Li
2026SIGIRTowards Efficient and Generalizable Retrieval: Adaptive Semantic Quantization and Residual Knowledge Transfer.Huimu Wang, Xingzhi Yao, Yiming Qiu, Qinghong Zhang, Haotian Wang, Yufan Cui, Songlin Wang, Sulong Xu, Mingming Li
2026SIGIRM²GR: Generative User Interest Modeling via Multi-Granularity Multi-Objective CoT for Industrial Recommendation.Yuqi Zhang, Jingwen Shi, Wen Shi, Jia Li, Zhen Chen, Jing Zhou, Dongyue Wang, Xiwei Zhao, Sulong Xu
2026SIGIRGenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation.Yanyan Zou, Junbo Qi, Lunsong Huang, Yu Li, Kewei Xu, Jiahao Gao, Binglei Zhao, Xuanhua Yang, Sulong Xu, Shengjie Li
2025COLINGUnraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention.Yanhao Li, Hongshen Chen, Heng Zhang, Zhiwei Ge, Tianhao Li, Sulong Xu, Guibo Luo
2025ICDMAdversarial Alignment and Disentanglement for Cross-Domain CTR Prediction with Domain-Encompassing Features.Junyou He, Lixi Deng, Huichao Guo, Ye Tang, Yong Li, Sulong Xu
2025WWWLREF: A Novel LLM-based Relevance Framework for E-commerce Search.Tian Tang, Zhixing Tian, Zhenyu Zhu, Chenyang Wang, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu
2025WWWA Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems.Binglei Zhao, Houying Qi, Guang Xu, Mian Ma, Xiwei Zhao, Feng Mei, Sulong Xu, Jinghe Hu
2025SIGIRHierarchical User Long-term Behavior Modeling for Click-Through Rate Prediction.Mao Pan, Xuanhua Yang, Nan Qiao, Dongyue Wang, Feng Mei, Xiwei Zhao, Sulong Xu
2024CIKMMODRL-TA: A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search.Peng Cheng, Huimu Wang, Jinyuan Zhao, Yihao Wang, Enqiang Xu, Yu Zhao, Zhuojian Xiao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu
2024CIKMEnhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning.Aijun Dai, Zhenyu Zhu, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu
2024CIKMAdvancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search.Enqiang Xu, Xinhui Li, Zhigong Zhou, Jiahao Ji, Jinyuan Zhao, Dadong Miao, Songlin Wang, Lin Liu, Sulong Xu
2024CVPRExploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection.Heng Zhang, Qiuyu Zhao, Linyu Zheng, Hao Zeng, Zhiwei Ge, Tianhao Li, Sulong Xu
2024RecSysA Hybrid Multi-Agent Conversational Recommender System with LLM and Search Engine in E-commerce.Guangtao Nie, Rong Zhi, Xiaofan Yan, Yufan Du, Xiangyang Zhang, Jianwei Chen, Mi Zhou, Hongshen Chen, Tianhao Li, Ziguang Cheng, Sulong Xu, Jinghe Hu
2024WWWPPM : A Pre-trained Plug-in Model for Click-through Rate Prediction.Yuanbo Gao, Peng Lin, Dongyue Wang, Feng Mei, Xiwei Zhao, Sulong Xu, Jinghe Hu
2024SIGIRA Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce.Jinhan Liu, Qiyu Chen, Junjie Xu, Junjie Li, Baoli Li, Sulong Xu
2024SIGIRA Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search.Huimu Wang, Mingming Li, Dadong Miao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu, Jinghe Hu
2023CIKMSatisfaction-Aware User Interest Network for Click-Through Rate Prediction.Mao Pan, Wen Shi, Kun Zhou, Zheng Li, Dongyue Wang, Zhuoye Ding, Xiwei Zhao, Sulong Xu
2023CIKMIUI: Intent-Enhanced User Interest Modeling for Click-Through Rate Prediction.Mao Pan, Tao Yu, Kun Zhou, Zheng Li, Dongyue Wang, Zhuoye Ding, Xiwei Zhao, Sulong Xu
2023EMNLPAdaptive Hyper-parameter Learning for Deep Semantic Retrieval.Mingming Li, Chunyuan Yuan, Huimu Wang, Peng Wang, Jingwei Zhuo, Binbin Wang, Lin Liu, Sulong Xu
2023EMNLPAutomatic Marketing Theme and Commodity Construction System for E-commerce.Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu
2023ICCVFace Clustering via Graph Convolutional Networks with Confidence Edges.Yang Wu, Zhiwei Ge, Yuhao Luo, Lin Liu, Sulong Xu
2023ICDEAttention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce.Juan Gong, Zhenlin Chen, Chaoyi Ma, Zhuojian Xiao, Haonan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yunjiang Jiang
2023RecSysAn Industrial Framework for Personalized Serendipitous Recommendation in E-commerce.Zongyi Wang, Yanyan Zou, Anyu Dai, Linfang Hou, Nan Qiao, Luobao Zou, Mian Ma, Zhuoye Ding, Sulong Xu
2023WWWLearning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search.Binbin Wang, Mingming Li, Zhixiong Zeng, Jingwei Zhuo, Songlin Wang, Sulong Xu, Bo Long, Weipeng Yan
2023WWWA Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval.Chunyuan Yuan, Yiming Qiu, Mingming Li, Haiqing Hu, Songlin Wang, Sulong Xu
2023SIGIRJDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions.Jiongnan Liu, Zhicheng Dou, Guoyu Tang, Sulong Xu
2023SIGIRLearning Query-aware Embedding Index for Improving E-commerce Dense Retrieval.Mingming Li, Chunyuan Yuan, Binbin Wang, Jingwei Zhuo, Songlin Wang, Lin Liu, Sulong Xu
2023SIGIRSemantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search.Zhigong Zhou, Ning Ding, Xiaochuan Fan, Yue Shang, Yiming Qiu, Jingwei Zhuo, Zhiwei Ge, Songlin Wang, Lin Liu, Sulong Xu, Han Zhang
2022CIKMPre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search.Yiming Qiu, Chenyu Zhao, Han Zhang, Jingwei Zhuo, Tianhao Li, Xiaowei Zhang, Songlin Wang, Sulong Xu, Bo Long, Wen-Yun Yang
2022PAKDDExtreme Multi-label Classification with Hierarchical Multi-task for Product Attribute Identification.Jun Zhang, Menqian Cai, Chenyu Zhao, Xiaowei Zhang, Zhiqian Zhang, Haiheng Chen, Sulong Xu
2021CIKMSequential Search with Off-Policy Reinforcement Learning.Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang
2021ICDEQuery Rewriting via Cycle-Consistent Translation for E-Commerce Search.Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang
2021ICDEAdversarial Mixture Of Experts with Category Hierarchy Soft Constraint.Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan
2021SIGIRSearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search.Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang
2021SIGIRJoint Learning of Deep Retrieval Model and Product Quantization based Embedding Index.Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang
2020ICDMBERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search.Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin
2020IJCAIAn Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration.Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan
2020KDDCategory-Specific CNN for Visual-aware CTR Prediction at JD.com.Hu Liu, Jing Lu, Hao Yang, Xiwei Zhao, Sulong Xu, Hao Peng, Zehua Zhang, Wenjie Niu, Xiaokun Zhu, Yongjun Bao, Weipeng Yan