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2020 – today
- 2025
[c32]Yanhao Li, Hongshen Chen, Heng Zhang, Zhiwei Ge, Tianhao Li, Sulong Xu, Guibo Luo:
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention. COLING 2025: 8374-8384- 2024
- [c31]Peng Cheng
, Huimu Wang, Jinyuan Zhao, Yihao Wang, Enqiang Xu, Yu Zhao, Zhuojian Xiao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu:
MODRL-TA: A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search. CIKM 2024: 3694-3698 - [c30]Aijun Dai, Zhenyu Zhu, Haiqing Hu, Guoyu Tang, Lin Liu, Sulong Xu:
Enhancing E-Commerce Query Rewriting: A Large Language Model Approach with Domain-Specific Pre-Training and Reinforcement Learning. CIKM 2024: 4439-4445 - [c29]Enqiang Xu, Xinhui Li, Zhigong Zhou, Jiahao Ji, Jinyuan Zhao, Dadong Miao, Songlin Wang, Lin Liu, Sulong Xu:
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search. CIKM 2024: 5007-5014 - [c28]Heng Zhang, Qiuyu Zhao, Linyu Zheng, Hao Zeng, Zhiwei Ge, Tianhao Li, Sulong Xu:
Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection. CVPR 2024: 16975-16984 - [c27]Guangtao Nie, Rong Zhi, Xiaofan Yan, Yufan Du, Xiangyang Zhang, Jianwei Chen, Mi Zhou, Hongshen Chen, Tianhao Li, Ziguang Cheng, Sulong Xu, Jinghe Hu:
A Hybrid Multi-Agent Conversational Recommender System with LLM and Search Engine in E-commerce. RecSys 2024: 745-747 - [c26]Jinhan Liu, Qiyu Chen, Junjie Xu, Junjie Li, Baoli Li, Sulong Xu:
A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce. SIGIR 2024: 2890-2894 - [c25]Huimu Wang, Mingming Li, Dadong Miao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu, Jinghe Hu:
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search. SIGIR 2024: 2895-2899 - [c24]Yuanbo Gao, Peng Lin, Dongyue Wang, Feng Mei, Xiwei Zhao, Sulong Xu, Jinghe Hu:
PPM : A Pre-trained Plug-in Model for Click-through Rate Prediction. WWW (Companion Volume) 2024: 311-318 - [i20]Yuanbo Gao, Peng Lin, Dongyue Wang, Feng Mei, Xiwei Zhao, Sulong Xu, Jinghe Hu:
PPM : A Pre-trained Plug-in Model for Click-through Rate Prediction. CoRR abs/2403.10049 (2024) - [i19]Jinhan Liu, Qiyu Chen, Junjie Xu, Junjie Li, Baoli Li, Sulong Xu:
A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce. CoRR abs/2405.10835 (2024) - [i18]Huimu Wang, Mingming Li, Dadong Miao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu, Jinghe Hu:
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search. CoRR abs/2405.15521 (2024) - [i17]Peng Cheng, Huimu Wang, Jinyuan Zhao, Yihao Wang, Enqiang Xu, Yu Zhao, Zhuojian Xiao, Songlin Wang, Guoyu Tang, Lin Liu, Sulong Xu:
MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search. CoRR abs/2407.15476 (2024) - [i16]Enqiang Xu, Xinhui Li, Zhigong Zhou, Jiahao Ji, Jinyuan Zhao, Dadong Miao, Songlin Wang, Lin Liu, Sulong Xu:
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search. CoRR abs/2408.05751 (2024) - 2023
- [j2]Yanyan Zou, Xueying Zhang, Jing Zhou, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Mian Ma, Sulong Xu, Han Yu, Lingfei Wu:
Automatic product copywriting for e-commerce. AI Mag. 44(1): 41-53 (2023) - [j1]Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Bo Cheng, Zhuoye Ding, Sulong Xu, Weipeng Yan, Yanyan Lan:
HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning. Neurocomputing 524: 167-177 (2023) - [c23]Mao Pan, Tao Yu, Kun Zhou, Zheng Li, Dongyue Wang, Zhuoye Ding, Xiwei Zhao, Sulong Xu:
IUI: Intent-Enhanced User Interest Modeling for Click-Through Rate Prediction. CIKM 2023: 2003-2012 - [c22]Mao Pan, Wen Shi, Kun Zhou, Zheng Li, Dongyue Wang, Zhuoye Ding, Xiwei Zhao, Sulong Xu:
Satisfaction-Aware User Interest Network for Click-Through Rate Prediction. CIKM 2023: 4234-4238 - [c21]Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu:
Automatic Marketing Theme and Commodity Construction System for E-commerce. EMNLP (Industry Track) 2023: 501-508 - [c20]Mingming Li, Chunyuan Yuan, Huimu Wang, Peng Wang, Jingwei Zhuo, Binbin Wang, Lin Liu, Sulong Xu:
Adaptive Hyper-parameter Learning for Deep Semantic Retrieval. EMNLP (Industry Track) 2023: 775-782 - [c19]Yang Wu, Zhiwei Ge, Yuhao Luo, Lin Liu, Sulong Xu:
Face Clustering via Graph Convolutional Networks with Confidence Edges. ICCV 2023: 20933-20942 - [c18]Juan Gong, Zhenlin Chen, Chaoyi Ma, Zhuojian Xiao, Haonan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yunjiang Jiang:
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce. ICDE 2023: 3222-3234 - [c17]Zongyi Wang, Yanyan Zou, Anyu Dai, Linfang Hou, Nan Qiao, Luobao Zou, Mian Ma, Zhuoye Ding, Sulong Xu:
An Industrial Framework for Personalized Serendipitous Recommendation in E-commerce. RecSys 2023: 1015-1018 - [c16]Jiongnan Liu, Zhicheng Dou, Guoyu Tang, Sulong Xu:
JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions. SIGIR 2023: 2945-2952 - [c15]Mingming Li, Chunyuan Yuan, Binbin Wang, Jingwei Zhuo, Songlin Wang, Lin Liu, Sulong Xu:
Learning Query-aware Embedding Index for Improving E-commerce Dense Retrieval. SIGIR 2023: 3265-3269 - [c14]Zhigong Zhou, Ning Ding, Xiaochuan Fan, Yue Shang, Yiming Qiu, Jingwei Zhuo, Zhiwei Ge, Songlin Wang, Lin Liu, Sulong Xu, Han Zhang:
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search. SIGIR 2023: 3405-3409 - [c13]Binbin Wang, Mingming Li, Zhixiong Zeng, Jingwei Zhuo, Songlin Wang, Sulong Xu, Bo Long, Weipeng Yan:
Learning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search. WWW (Companion Volume) 2023: 411-415 - [c12]Chunyuan Yuan, Yiming Qiu, Mingming Li, Haiqing Hu, Songlin Wang, Sulong Xu:
A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval. WWW (Companion Volume) 2023: 416-420 - [i15]Binbin Wang, Mingming Li, Zhixiong Zeng, Jingwei Zhuo, Songlin Wang, Sulong Xu, Bo Long, Weipeng Yan:
Learning Multi-Stage Multi-Grained Semantic Embeddings for E-Commerce Search. CoRR abs/2303.11009 (2023) - [i14]Chunyuan Yuan, Yiming Qiu, Mingming Li, Haiqing Hu, Songlin Wang, Sulong Xu:
A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval. CoRR abs/2303.15870 (2023) - [i13]Jiongnan Liu, Zhicheng Dou, Guoyu Tang, Sulong Xu:
JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions. CoRR abs/2305.14810 (2023) - [i12]Gangyi Zhang, Chongming Gao, Wenqiang Lei, Xiaojie Guo, Shijun Li, Lingfei Wu, Hongshen Chen, Zhuozhi Ding, Sulong Xu, Xiangnan He:
Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation. CoRR abs/2306.04487 (2023) - [i11]Juan Gong, Zhenlin Chen, Chaoyi Ma, Zhuojian Xiao, Haonan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yunjiang Jiang:
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce. CoRR abs/2306.05011 (2023) - 2022
- [c11]Yiming Qiu, Chenyu Zhao, Han Zhang, Jingwei Zhuo, Tianhao Li, Xiaowei Zhang, Songlin Wang, Sulong Xu, Bo Long, Wen-Yun Yang:
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search. CIKM 2022: 4424-4428 - [c10]Jun Zhang, Menqian Cai, Chenyu Zhao, Xiaowei Zhang, Zhiqian Zhang, Haiheng Chen, Sulong Xu:
Extreme Multi-label Classification with Hierarchical Multi-task for Product Attribute Identification. PAKDD (3) 2022: 249-260 - [i10]Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang:
Sequential Search with Off-Policy Reinforcement Learning. CoRR abs/2202.00245 (2022) - [i9]Yiming Qiu, Chenyu Zhao, Han Zhang, Jingwei Zhuo, Tianhao Li, Xiaowei Zhang, Songlin Wang, Sulong Xu, Bo Long, Wen-Yun Yang:
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search. CoRR abs/2208.06150 (2022) - 2021
- [c9]Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang:
Sequential Search with Off-Policy Reinforcement Learning. CIKM 2021: 4006-4015 - [c8]Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search. ICDE 2021: 2435-2446 - [c7]Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan:
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint. ICDE 2021: 2453-2463 - [c6]Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index. SIGIR 2021: 1718-1722 - [c5]Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search. SIGIR 2021: 2633-2634 - [i8]Ziyang Liu, Zhaomeng Cheng, Yunjiang Jiang, Yue Shang, Wei Xiong, Sulong Xu, Bo Long, Di Jin:
Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search. CoRR abs/2101.04850 (2021) - [i7]Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
Query Rewriting via Cycle-Consistent Translation for E-Commerce Search. CoRR abs/2103.00800 (2021) - [i6]Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index. CoRR abs/2105.03933 (2021) - [i5]Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang:
SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search. CoRR abs/2107.00525 (2021) - 2020
- [c4]Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin:
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search. ICDM 2020: 212-221 - [c3]Yumin Su, Liang Zhang, Quanyu Dai, Bo Zhang, Jinyao Yan, Dan Wang, Yongjun Bao, Sulong Xu, Yang He, Weipeng Yan:
An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration. IJCAI 2020: 3522-3528 - [c2]Hu Liu, Jing Lu, Hao Yang, Xiwei Zhao, Sulong Xu, Hao Peng, Zehua Zhang, Wenjie Niu, Xiaokun Zhu, Yongjun Bao, Weipeng Yan:
Category-Specific CNN for Visual-aware CTR Prediction at JD.com. KDD 2020: 2686-2696 - [c1]Hu Liu, Jing Lu, Xiwei Zhao, Sulong Xu, Hao Peng, Yutong Liu, Zehua Zhang, Jian Li, Junsheng Jin, Yongjun Bao, Weipeng Yan:
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction. NeurIPS 2020 - [i4]Hu Liu, Jing Lu, Hao Yang, Xiwei Zhao, Sulong Xu, Hao Peng, Zehua Zhang, Wenjie Niu, Xiaokun Zhu, Yongjun Bao, Weipeng Yan:
Category-Specific CNN for Visual-aware CTR Prediction at JD.com. CoRR abs/2006.10337 (2020) - [i3]Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan:
Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint. CoRR abs/2007.12349 (2020) - [i2]Hu Liu, Jing Lu, Xiwei Zhao, Sulong Xu, Hao Peng, Yutong Liu, Zehua Zhang, Jian Li, Junsheng Jin, Yongjun Bao, Weipeng Yan:
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction. CoRR abs/2010.00985 (2020) - [i1]Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin:
BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search. CoRR abs/2010.10442 (2020)
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