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Shilei Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

17

Venues

8

Active years

1994–2026

Best venue rank

A*

Where they publish

Papers

17 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLPretrainRL: Alleviating Factuality Hallucination of Large Language Models at the Beginning.Langming Liu, Kangtao Lv, Haibin Chen, Weidong Zhang, Yejing Wang, Shilei Liu, Xin Tong, Yujin Yuan, Yongwei Wang, Wenbo Su, Bo Zheng
2026ACLRead As Human: Compressing Context via Parallelizable Close Reading and Skimming.Jiwei Tang, Shilei Liu, Zhicheng Zhang, Qingsong Lv, Runsong Zhao, Tingwei Lu, Langming Liu, Haibin Chen, Yujin Yuan, Hai-Tao Zheng, Wenbo Su, Bo Zheng
2026ACLSELECting over Tokens: Curating Pre-training Data at Scale via Token Classification.Xin Tong, Weidong Zhang, Jiaang Li, Haibin Chen, Shilei Liu, Langming Liu, Kangtao Lv, Yujin Yuan, Wenbo Su, Bo Zheng
2026ACLCoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling.Runsong Zhao, Shilei Liu, Jiwei Tang, Langming Liu, Haibin Chen, Weidong Zhang, Yujin Yuan, Tong Xiao, JingBo Zhu, Wenbo Su, Bo Zheng
2026WSDMUnlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model.Bencheng Yan, Shilei Liu, Zhiyuan Zeng, Zihao Wang, Yizhen Zhang, Yujin Yuan, Langming Liu, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2025CIKMECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph.Langming Liu, Haibin Chen, Yuhao Wang, Yujin Yuan, Shilei Liu, Wenbo Su, Xiangyu Zhao, Bo Zheng
2025EMNLPHow to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models.Kangtao Lv, Haibin Chen, Yujin Yuan, Langming Liu, Shilei Liu, Yongwei Wang, Wenbo Su, Bo Zheng
2025KDDChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models.Haibin Chen, Kangtao Lv, Chengwei Hu, Yanshi Li, Yujin Yuan, Yancheng He, Xingyao Zhang, Langming Liu, Shilei Liu, Wenbo Su, Bo Zheng
2025KDDUQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering.Langming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2024ICRAAdvancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development.Runkai Zhao, Yuwen Heng, Heng Wang, Yuanda Gao, Shilei Liu, Changhao Yao, Jiawen Chen, Weidong Cai
2023WSDMMultimodal Pre-Training with Self-Distillation for Product Understanding in E-Commerce.Shilei Liu, Lin Li, Jun Song, Yonghua Yang, Xiaoyi Zeng
2022WSDMA Simple but Effective Bidirectional Framework for Relational Triple Extraction.Feiliang Ren, Longhui Zhang, Xiaofeng Zhao, Shujuan Yin, Shilei Liu, Bochao Li
2021CIKMA Conditional Cascade Model for Relational Triple Extraction.Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li
2021EMNLPA Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation.Shilei Liu, Xiaofeng Zhao, Bochao Li, Feiliang Ren, Longhui Zhang, Shujuan Yin
2021EMNLPA Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling.Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li, Yaduo Liu
2020COLINGKnowledge Graph Embedding with Atrous Convolution and Residual Learning.Feiliang Ren, Juchen Li, Huihui Zhang, Shilei Liu, Bochao Li, Ruicheng Ming, Yujia Bai
1994ISCASOn Multiple Transition Branch Hidden Markov Models.Xixian Chen, Xiaoming Ma, Lie Zhang, Shanpei Wu, Shilei Liu