Songlin Wang

2026

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RAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce.
Zhiguo Chen|Guohao Sun|Yiming Qiu|Abel Salinas|Yangqi Zhang|Xingzhi Yao|Mingming Li|Huimu Wang|Abel Salinas|Yangqi Zhang|Songlin Wang|Sulong Xu
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
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Query-Attention Dual-Stream Framework with Cross-Category Transfer for Efficient Fine-Grained Interest Pre-Ranking.
Huimu Wang|Xujun Liu|Yiming Qiu|Zhenlin He|Enqiang Xu|Yihao Wang|Jinyuan Zhao|Guangtao Nie|Songlin Wang|Mingming Li
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Bridging the Gap: Generative Retrieval via Query-to-Multi-Span Framework for Effective E-commerce Search.
Huimu Wang|Geoffrey E. Hinton|Yiming Qiu|Ruixin Li|Sulong Xu|Geoffrey E. Hinton|Yiming Qiu|Wolfgang Nejdl|Zhenlin He|Jingwei Zhuo|Yu Yin|Mingming Li|Le Dai|Xingzhi Yao|Guangtao Nie|Luca Rossetto|Guangtao Nie|Luca Rossetto|Zuxu Chen|Wolfgang Nejdl|Zhenlin He|Songlin Wang|Guoyu Tang|Ruixin Li|Sulong Xu|Jingwei Zhuo|Yu Yin|Mingming Li|Le Dai
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Towards Efficient and Generalizable Retrieval: Adaptive Semantic Quantization and Residual Knowledge Transfer.
Huimu Wang|Yiming Qiu|Liang Qu|Xingzhi Yao|Qinghong Zhang|Yonghong Ye|Yiming Qiu|Liang Qu|Haotian Wang|Ningzhi Tang|Qinghong Zhang|Yonghong Ye|Lixin Zhang|Yufan Cui|Haotian Wang|Ningzhi Tang|Yuhui Shi|Songlin Wang|Lixin Zhang|Sulong Xu|Hongzhi Yin|Yufan Cui|Yuhui Shi|Songlin Wang|Sulong Xu|Hongzhi Yin|Mingming Li
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026

2024

doi dblp
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, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
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, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model.
Enqiang Xu|Yiming Qiu|Junyang Bai|Ping Zhang|Dadong Miao|Songlin Wang|Guoyu Tang|Lin Liu|Mingming Li
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

doi dblp
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, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
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, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
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
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
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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
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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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, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
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
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
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
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning.
Han Zhang|Qi Liu|Chaoran Luo|Songlin Wang|Ning Zhang|Kang Zhang|Qi Liu|Han Zhang|Zhiling Tang|Yun Ma|Yunjiang Jiang|Chaoran Luo|Songlin Wang|Yun Xiao|Weipeng Yan|Ning Zhang|Kang Zhang|Wenyun Yang|Yunjiang Jiang|Yun Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search.
Rui Li|Yunjiang Jiang|Wenyun Yang|Guoyu Tang|Songlin Wang|Chaoyi Ma|Wei He|Xi Xiong|Yun Xiao|Yihong Eric Zhao
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.