Siheng Chen
Scholar

Siheng Chen

Google Scholar ID: W_Q33RMAAAAJ
Shanghai Jiao Tong University
Collective intelligenceLLM agentgraph signal processingcollaborative perception
Citations & Impact
All-time
Citations
11,590
 
H-index
54
 
i10-index
130
 
Publications
20
 
Co-authors
183
list available
Resume (English only)
Academic Achievements
  • - 2018 IEEE Signal Processing Society Young Author Best Paper Award
  • - ASME SHM/NDE 2020 Best Journal Paper Runner-Up Award
  • - 2018 IEEE Global Conference on Signal and Information Processing Best Student Paper Award
  • - Multiple papers accepted by top conferences and journals such as ICLR, ICRA, ICASSP, AAAI, NeurIPS, ICCV, TPAMI, ICML, CVPR
Research Experience
  • - Associate Professor at Shanghai Jiao Tong University
  • - Co-PI at Shanghai AI Laboratory
  • - Project Experience: Joint perception and prediction for all UBER’s autonomous cars, MERL scene-aware interaction project
Education
  • - Ph.D. in Electrical and Computer Engineering, Carnegie Mellon University
  • - Master of Science in Machine Learning, Carnegie Mellon University
  • - Bachelor of Science in Electronic Engineering, Beijing Institute of Technology
Background
  • - Research Interests: Collaborative agents, Graph machine learning, Computational social science
  • - Professional Field: Collaborative & graph machine learning
  • - Biography: Tenure-track associate professor at Shanghai Jiao Tong University and co-PI at Shanghai AI Laboratory. His work on sampling theory of graph data received the 2018 IEEE Signal Processing Society Young Author Best Paper Award.
Miscellany
  • - Hiring: Actively hiring postdocs, interns, PhD/master/undergraduate students
  • - Personal Interests: Not mentioned