Sulong Xu

According to our database, Sulong Xu authored at least 37 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 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

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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, Sulong Xu

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the 18th ACM Conference on Recommender Systems, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

HiBERT: Detecting the illogical patterns with hierarchical BERT for multi-turn dialogue reasoning.

Xu Wang, Hainan Zhang, Shuai Zhao, Hongshen Chen, Bo Cheng, Zhuoye Ding, Sulong Xu, Weipeng Yan, Yanyan Lan

Neurocomputing, March, 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, Han Yu, Lingfei Wu

AI Mag., March, 2023

Embracing Uncertainty: Adaptive Vague Preference Policy Learning for Multi-round Conversational Recommendation.

Gangyi Zhang, Chongming Gao, Wenqiang Lei, Xiaojie Guo, Shijun Li, Lingfei Wu, Hongshen Chen, Zhuozhi Ding, Sulong Xu, Xiangnan He

CoRR, 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

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 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

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions.

Jiongnan Liu, Zhicheng Dou, Guoyu Tang, Sulong Xu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

An 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

Proceedings of the 17th ACM Conference on Recommender Systems, 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

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Face Clustering via Graph Convolutional Networks with Confidence Edges.

Yang Wu, Zhiwei Ge, Yuhao Luo, Lin Liu, Sulong Xu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

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

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Pre-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

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search.

Ziyang Liu, Zhaomeng Cheng, Yunjiang Jiang, Yue Shang, Wei Xiong, Sulong Xu, Bo Long, Di Jin

CoRR, 2021

Joint 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

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

SearchGCN: 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

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint.

Zhuojian Xiao, Yunjiang Jiang, Guoyu Tang, Lin Liu, Sulong Xu, Yun Xiao, Weipeng Yan

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Query 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

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Sequential Search with Off-Policy Reinforcement Learning.

Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

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

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Category-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

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

An 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

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

BERT2DNN: 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

Proceedings of the 20th IEEE International Conference on Data Mining, 2020