Shenghao Yang

Shenghao Yang

Master student of Tsinghua University

Shenghao Yang

My name is Shenghao Yang (杨圣豪 in chinese). I am now a third year master student at Department of Computer Science and Technology, Tsinghua University. My supervisor is Prof. Yiqun Liu. My research lies in Information Retrieval and Recommender Systems.

Publications

  • Sequential Recommendation with Latent Relations based on Large Language Model.
    Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang.
    The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2024).
  • Common Sense Enhanced Knowledge-based Recommendation with Large Language Model.
    Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai.
    The 29th International Conference on Database Systems for Advanced Applications. (DASFAA 2024).
  • Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation.
    Shenghao Yang, Chenyang Wang, Yankai Liu, Kangping Xu, Weizhi Ma, Yiqun Liu, Min Zhang, Haitao Zeng, Junlan Feng and Chao Deng.
    The 23rd IEEE International Conference on Data Mining. (ICDM 2023).
  • Enhance Performance of Ad-hoc Search via Prompt Learning.
    Shenghao Yang, Yiqun Liu, Xiaohui Xie, Min Zhang and Shaoping Ma.
    The 28th China Conference on Information Retrieval. (CCIR 2022).
  • Axiomatically Regularized Pre-training for Ad hoc Search.
    Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang, Shaoping Ma.
    The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2022). [paper] [code]
  • THUIR at the NTCIR-16 WWW-4 Task.
    Shenghao Yang, Haitao Li, Zhumin Chu, Jingtao Zhan, Yiqun Liu, Min Zhang, Shaoping Ma.
    The 16th NII Testbeds and Community for Information access Research (NTCIR-16). [paper]
  • 基于半监督学习的涉及未成年人案件文书识别方法
    杨圣豪， 吴玥悦， 毛佳昕， 刘奕群， 张敏， 马少平
    The 26th China Conference on Information Retrieval. (CCIR 2020). [paper]

Education

  • 2021-present, Master student, Computer Science, Tsinghua University.
  • 2016-2020, B.E., Computer Science, Qinghai University.

Honors and Awards

  • 2023 Scholarship of Department of Computer Science, Tsinghua University
  • 2019 ASC Student Supercomputer Challenge: Global Second prize.
  • 2018 ASC Student Supercomputer Challenge: Global Second prize.
  • XiaoDao scholarship of Qinghai Province.
  • Alumni scholarship of Qinghai University.
  • Outstanding student scholarship of Qinghai University.