Tzu-Heng Lin 林子恒

Senior Algorithm Engineer @ Xiaomi Automobile (2021.10-) Formerly: Computer Vision Engineer & TPM @ Kuaishou Technology (2021.1-2021.7) Founding Team & AI R&D Team Lead @ StylingAI Inc. (2018.8-2020.12) Research Software Engineering Intern @ Owlii Inc. (acquired by Kuaishou Technology) (2017.2-2018.3) Research Intern @ Academia Sinica (2016.7-2016.8) Research Assistant @ Data Science & Intelligence Lab, Tsinghua University (2016.4-2018.6) Vice Chair @ THU MakerSpace (2015.9-2017.2)

MSc @ AI Innovation Center, Peking University (2018.9-2021.7)
BEng @ Electronic Engineering, Tsinghua University (2014.8-2018.7)
BBA @ School of Economics and Management, Tsinghua University (2015.9-2018.7)

Contact:

• lzhbrian [AT] gmail [DOT] com (preferred)
  

• lzhbrian [AT] pku [DOT] edu [DOT] cn, 1801213773 [AT] pku [DOT] edu [DOT] cn (no longer available)
  

• linzh14 [AT] mails [DOT] tsinghua [DOT] edu [DOT] cn (no longer available)

Links: [Github] [Google Scholar] [Linkedin] [wiki]

Research interests (Google Scholar, Github)

image-to-image-papers arbitrary-text-to-image-papers Cool-Fashion-Papers metrics

• Computer Vision (with Deep Learning): [ArXiv’20], [IJCAI’22]

• Recommender Systems: [CIKM’18], [SIGIR’19], [TKDE’20], [TKDE’20], [TKDE’21], [BigData’21]

• Big Data Mining and Measurement: [ICWSM’17], [CIKM’17], [MTA’17], [GLOBECOM’17], [TNSM’18], [WCM’18], [TNSM’20], [TNSM’20]

Service

• Conference PC Member/Reviewer:

  • ICLR (2022,2023)

  • NeurIPS (2022)

  • ECCV (2020,2022)

  • IJCAI (2021,2022)

  • CVPR (2021,2022)

  • ICCV (2021)

  • ICWSM (2020,2021)

• Journal Reviewer:

  • TCSVT (2019,2020)

  • IMWUT (2017,2018,2019)

  • TNSM (2017)

News

• [2022-04-21] One paper accepted by IJCAI 2022.

• [2021-12-17] Ranked 2nd in IEEE BigData Cup 2021 Track1: Item Combination Prediction! Great thanks to my teammate Chen Gao. See our [talk], [report], [code].

• [2020-04-11] Ranked 1st in DeepFashion2 Challenge - Track 1 Clothes Landmark Estimation of CVPR 2020 CVFAD workshop! See our [talk], [report], [code].

• [2019-12-28] New site launched! Thanks to Jemdoc! old site

• [2019-12-27] We have just close a $6m Angel Round (StylingAI Inc. (styling.ai, shenshangtech 深尚科技)).

• [2019-10-20] 3rd place on Kaggle Days China! Great thanks to my teammates @Mike and @loveisp.

• [2019-04-14] Our full paper on recommendation for social e-commerce has been accepted by SIGIR 2019!

• [2018-10-22] Attending CIKM 2018 in Turin, Italy. (supported by SIGIR student travel grant)

• [2018-08-07] Our short paper on social recommendation has been accepted by CIKM 2018!

• [2018-07-08] Graduate from Tsinghua. I will join AI Innovation Center, PKU as a MSc student in Fall!

• [2018-07-03] Rank 6/2322 in FashionAI Global Challenge 2018, TIANCHI. Attending AIFT 2018 in PolyU, Hong Kong.