Biography

I am currently employed as an algorithm engineer at Tencent PCG, specializing in the domain of Text Matching. I obtained my MA.Sc. degree in software engineering from Northeastern University in 2020, and prior to that, I completed my B.S. degree in computer science at Beijing University of Technology in 2016. My research pursuits primarily revolve around the fields of Data Mining (DM) and Information Retrieval (IR). I have had the privilege of publishing numerous papers in esteemed conferences that focus on information retrieval and data mining, such as KDD, TKDE, CIKM, and ets. Additionally, I actively contribute as a reviewer for various conferences, including EMNLP, among others.

Google Scholar

Publications

  • Improving Query Correction Using Pre-train Language Model In Search Engines (CIKM 2023 Oral) (CCF Rank: B)
  • CFFNN: Cross Feature Fusion Neural Network for Collaborative Filtering (IEEE Transactions on Knowledge and Data Engineering 2021)(CCF Rank: A)
  • RePiDeM: A Refined POI Demand Modeling based on Multi-Source Data (INFOCOM 2020)(CCF Rank: A)
  • OptMatch: Optimaized Matchmaking via Modeling the High-Order interactions on the Arena (KDD 2020 Oral)(CCF Rank: A)
  • GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games. (CIKM 2019) (CCF Rank: B)

    Activities

    Reviewer

  • 2023 EMNLP(Application)
  • 2024 ICLR(TinyPapers), Coling (Text Mining), KDD (ADS), ACL ARR, COLM.

    Education Experience

  • 2017/09-2020/01 Northeastern University
  • 2012/09-2016/06 Beijing University of Technology

    Work Experience

  • 2021/04-NOW Tencent
  • 2020/01-2021/04 ChinaLiterature
  • 2016/07-2017/07 China Sports Lottery

    Research Intern

    We are looking for some Research Intern on Search or NLP, please contact us if you are interested.

  • Text Matching (Especially in QA)
  • Query Understanding (query correction, query rewrite etc.)

    Contact with me

  • wechat 18202422370
  • Email dezhiye@tencent.com / 390959029@qq.com