Songlin Wang

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, CIKM 2024, Boise, ID, USA, October 21-25, 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, CIKM 2024, Boise, ID, USA, October 21-25, 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, SIGIR 2024, Washington DC, USA, July 14-18, 2024

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

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

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

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

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

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

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

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

Towards Personalized and Semantic Retrieval: An End-to-End Solution for E-commerce Search via Embedding Learning.

Han Zhang|Songlin Wang|Kang Zhang|Zhiling Tang|Yunjiang Jiang|Yun Xiao|Weipeng Yan|Wenyun Yang

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

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.