Lin Liu

2025

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Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising.
Lei Shen|Kang Zhao|Zhipeng Jin|Wen Tao|Yi Yang|Cong Han|Shuanglong Li|Zhongmin Cai|Lin Liu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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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
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
PIE: A Personalized Information Embedded model for text-based depression detection.
Yang Wu|Zhenyu Liu|Jiaqian Yuan|Bailin Chen|Hanshu Cai|Lin Liu|Yimiao Zhao|Huan Mei|Jiahui Deng|Yanping Bao|Bin Hu
Information Processing and Management 2024 Volume 61 Issue 6
doi dblp
Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation.
Yi Yang|Xinyu Zhao|Kang Zhao|Zhipeng Jin|Wen Tao|Lin Liu|Shuanglong Li
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 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
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, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising.
Xuewu Jiao|Xinsheng Luo|Miao Li|Jiang Bian|Junchao Yang|Wei Hu|Mingqing Hu|Weipeng Lu|Shikun Feng|Danlei Feng|Dongxu Yang|Haoyi Xiong|Shuanglong Li|Lin Liu
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
Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising.
Xinyu Zhao|Kang Zhao|Zhipeng Jin|Yi Yang|Wen Tao|Xiaodong Chen|Cong Han|Shuanglong Li|Lin Liu
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
doi dblp
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
doi dblp
Enhancing Baidu Multimodal Advertisement with Chinese Text-to-Image Generation via Bilingual Alignment and Caption Synthesis.
Kang Zhao|Xinyu Zhao|Zhipeng Jin|Yi Yang|Wen Tao|Cong Han|Shuanglong Li|Lin Liu
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
One-step Reach: LLM-based Keyword Generation for Sponsored Search Advertising.
Yang Wang|Zheyi Sha|Kunhai Lin|Chaobing Feng|Kunhong Zhu|Lipeng Wang|Xuewu Jiao|Fei Huang|Chao Ye|Dengwu He|Zhi Guo|Shuanglong Li|Lin Liu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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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
Enhancing Dynamic Image Advertising with Vision-Language Pre-training.
Zhoufutu Wen|Xinyu Zhao|Zhipeng Jin|Yi Yang|Wei Jia|Xiaodong Chen|Shuanglong Li|Lin Liu
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

2021

doi dblp
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
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Efficient Learning to Learn a Robust CTR Model for Web-scale Online Sponsored Search Advertising.
Xin Wang|Peng Yang|Shaopeng Chen|Lin Liu|Lian Zhao|Jiacheng Guo|Mingming Sun|Ping Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Multi-modal Dictionary BERT for Cross-modal Video Search in Baidu Advertising.
Tan Yu|Yi Yang|Yi Li|Lin Liu|Mingming Sun|Ping Li
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge.
Chao Zhang|Jingbo Zhou|Xiaoling Zang|Qing Xu|Liang Yin|Xiang He|Lin Liu|Haoyi Xiong|Dejing Dou
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Heterogeneous Attention Network for Effective and Efficient Cross-modal Retrieval.
Tan Yu|Yi Yang|Yi Li|Lin Liu|Hongliang Fei|Ping Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021