BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search. - Yunjiang Jiang; Yue Shang; Ziyang Liu 004; Hongwei Shen; Yun Xiao; Wei Xiong; Sulong Xu; Weipeng Yan; Di Jin 001 (ICDM, 2020)

An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration. - Yumin Su; Liang Zhang; Quanyu Dai; Bo Zhang 086; Jinyao Yan; Dan Wang 002; Yongjun Bao; Sulong Xu; Yang He; Weipeng Yan (IJCAI, 2020)

Category-Specific CNN for Visual-aware CTR Prediction at JD.com. - Hu Liu; Jing Lu; Hao Yang 030; Xiwei Zhao; Sulong Xu; Hao Peng; Zehua Zhang; Wenjie Niu; Xiaokun Zhu; Yongjun Bao; Weipeng Yan (KDD, 2020)

Kalman Filtering Attention for User Behavior Modeling in CTR Prediction. - Hu Liu; Jing Lu; Xiwei Zhao; Sulong Xu; Hao Peng; Yutong Liu; Zehua Zhang; Jian Li; Junsheng Jin; Yongjun Bao; Weipeng Yan (NeurIPS, 2020)

Sequential Search with Off-Policy Reinforcement Learning. - Dadong Miao; Yanan Wang; Guoyu Tang; Lin Liu; Sulong Xu; Bo Long; Yun Xiao; Lingfei Wu 001; Yunjiang Jiang (CIKM, 2021)

Query Rewriting via Cycle-Consistent Translation for E-Commerce Search. - Yiming Qiu; Kang Zhang 005; Han Zhang 047; Songlin Wang; Sulong Xu; Yun Xiao; Bo Long; Wen-Yun Yang (ICDE, 2021)

Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint. - Zhuojian Xiao; Yunjiang Jiang; Guoyu Tang; Lin Liu; Sulong Xu; Yun Xiao; Weipeng Yan (ICDE, 2021)

SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search. - Xinlin Xia; Shang Wang; Han Zhang 047; Songlin Wang; Sulong Xu; Yun Xiao; Bo Long; Wen-Yun Yang (SIGIR, 2021)

Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index. - Han Zhang 047; Hongwei Shen; Yiming Qiu; Yunjiang Jiang; Songlin Wang; Sulong Xu; Yun Xiao; Bo Long; Wen-Yun Yang (SIGIR, 2021)

Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search. - Ziyang Liu 004; Zhaomeng Cheng; Yunjiang Jiang; Yue Shang; Wei Xiong; Sulong Xu; Bo Long; Di Jin 001 (CoRR, 2021)

Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search. - Yiming Qiu; Chenyu Zhao; Han Zhang 047; Jingwei Zhuo; Tianhao Li; Xiaowei Zhang; Songlin Wang; Sulong Xu; Bo Long; Wen-Yun Yang (CIKM, 2022)

Extreme 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 (PAKDD (3), 2022)

Satisfaction-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 (CIKM, 2023)

IUI: 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 (CIKM, 2023)

Adaptive Hyper-parameter Learning for Deep Semantic Retrieval. - Mingming Li; Chunyuan Yuan; Huimu Wang; Peng Wang; Jingwei Zhuo; Binbin Wang; Lin Liu; Sulong Xu (EMNLP (Industry Track), 2023)

Automatic 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 (EMNLP (Industry Track), 2023)

Face Clustering via Graph Convolutional Networks with Confidence Edges. - Yang Wu; Zhiwei Ge; Yuhao Luo; Lin Liu; Sulong Xu (ICCV, 2023)

Attention 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 (ICDE, 2023)

An Industrial Framework for Personalized Serendipitous Recommendation in E-commerce. - Zongyi Wang; Yanyan Zou; Anyu Dai; Linfang Hou; Nan Qiao 011; Luobao Zou; Mian Ma; Zhuoye Ding; Sulong Xu (RecSys, 2023)

Learning Query-aware Embedding Index for Improving E-commerce Dense Retrieval. - Mingming Li; Chunyuan Yuan; Binbin Wang; Jingwei Zhuo; Songlin Wang; Lin Liu; Sulong Xu (SIGIR, 2023)

JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions. - Jiongnan Liu; Zhicheng Dou; Guoyu Tang; Sulong Xu (SIGIR, 2023)

Semantic-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 047 (SIGIR, 2023)

Learning 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 (WWW (Companion Volume), 2023)

A 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 (WWW (Companion Volume), 2023)

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Lingfei Wu 001; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Xiangnan He 001 (CoRR, 2023)

Automatic product copywriting for e-commerce. - Yanyan Zou; Xueying Zhang; Jing Zhou; Shiliang Diao; Jiajia Chen; Zhuoye Ding; Zhen He; Xueqi He; Yun Xiao; Bo Long; Mian Ma; Sulong Xu; et al. (AI Mag., 2023)

HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning. - Xu Wang; Hainan Zhang; Shuai Zhao 001; Hongshen Chen; Bo Cheng 001; Zhuoye Ding; Sulong Xu; Weipeng Yan; Yanyan Lan (Neurocomputing, 2023)

MODRL-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 (CIKM, 2024)

Enhancing 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 (CIKM, 2024)

Advancing 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 (CIKM, 2024)

Exploring 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 (CVPR, 2024)

A 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 (RecSys, 2024)

A 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 007; Sulong Xu (SIGIR, 2024)

A 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 (SIGIR, 2024)

PPM : 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 (WWW (Companion Volume), 2024)

MODRL-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 (CoRR, 2024)

Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention. - Yanhao Li; Hongshen Chen; Heng Zhang; Zhiwei Ge; Tianhao Li; Sulong Xu; Guibo Luo (COLING, 2025)

Hierarchical User Long-term Behavior Modeling for Click-Through Rate Prediction. - Mao Pan; Xuanhua Yang; Nan Qiao 011; Dongyue Wang; Feng Mei; Xiwei Zhao; Sulong Xu (SIGIR, 2025)

LREF: 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 (WWW (Companion Volume), 2025)

A 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 (WWW (Companion Volume), 2025)

LREF: A Novel LLM-based Relevance Framework for E-commerce. - Tian Tang; Zhixing Tian; Zhenyu Zhu; Chenyang Wang; Haiqing Hu; Guoyu Tang; Lin Liu; Sulong Xu (CoRR, 2025)

Vague Preference Policy Learning for Conversational Recommendation. - Gangyi Zhang; Chongming Gao; Wenqiang Lei; Xiaojie Guo 002; Shijun Li 002; Hongshen Chen; Zhuozhi Ding; Sulong Xu; Lingfei Wu 001 (ACM Trans. Inf. Syst., 2025)

Enhancing Sequential Personalized Product Search with External Out-of-sequence Knowledge. - Jiongnan Liu; Zhicheng Dou; Jian-Yun Nie; Zhenlin Chen; Guoyu Tang; Sulong Xu; Ji-Rong Wen (ACM Trans. Inf. Syst., 2025)