Recent News

More News

  • Feb. 2019: I serve as an associate editor (AE) for ACM TIST.

  • Dec. 2018: Paper accepted in IEEE TKDE.

  • Aug. 2018: Paper accepted in CIKM 2018.

  • Jul. 2018: Paper accepted in KDD 2018.

  • Apr. 2018: Papers accepted in IJCAI 2018 and AI Journal.

  • Dec. 2017: Paper accepted in AAAI 2018.


Deep Learning for Spatio-Temporal Data

Leveraging deep learning techniques and big spatio-temporal data to empower many applications in a city.

Selected Publications

More Publications

. Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. IEEE TKDE, accept, 2019.

Preprint PDF bibtex

. DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction. CIKM, 2018.

PDF bibtex

. Deep Distributed Fusion Network for Air Quality Prediction. KDD, 2018.

PDF bibtex

. GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. IJCAI, 2018.

PDF Code Project bibtex

. Predicting citywide crowd flows using deep spatio-temporal residual networks. AI Journal, 2018.

PDF bibtex

. When Will You Arrive Estimating Travel Time Based on Deep Neural Networks. AAAI, 2018.

PDF bibtex

. DNN-Based Prediction Model for Spatial-Temporal Data. ACM SIGSPATIAL, 2016.

PDF Code Dataset bibtex

Recent & Upcoming Talks

Aug 5, 2018 3:05 PM
Jul 13, 2018 11:00 AM
Urban Computing: Building Intelligent Cities Using Big Data and AI
Jul 7, 2018 10:55 AM

Awards & Honors

  • ACM Chengdu Doctoral Dissertation Award, 2016.
  • Excellent Doctoral Dissertation Nomination Award of Chinese Association for Artificial Intelligence (CAAI), 2016
  • Best Paper Award of IEEE Chengdu Section, 2016
  • Best Paper Award of Tsinghua Science and Technology, 2015
  • Outstanding Ph.D. Graduate of Sichuan Province, 2013
  • National Scholarship, China, 2013
  • National Scholarship, China, 2012
  • “Si Shi Yang Hua ()” Medal in Southwest Jiaotong University, 2012.
  • 2009-2014 Special Grade Scholarship for PhD Students, Southwest Jiaotong University
  • First Prize in the 9th “Huawei Cup” National Postgraduate Mathematical Contest in Modeling, China, 2012