Jiachen Li

University of California, Berkeley, Honda (United States), Stanford University

Papers

12

Total Citations

556

H-Index

9

About

No biography available yet.

Research Focus

Computer science12 · 556 citations
Artificial intelligence12 · 556 citations
Machine learning11 · 504 citations
Trajectory9 · 486 citations
Benchmark (surveying)5 · 304 citations
Graph7 · 283 citations
Theoretical computer science7 · 283 citations
Probabilistic logic4 · 269 citations
Inference4 · 245 citations
Artificial neural network4 · 241 citations
Context (archaeology)4 · 159 citations
Robot3 · 135 citations

Key Achievements

9
H-Index
12
Papers
556
Total Citations
46
Avg Citations/Paper
🏆 Most Cited Paper
Conditional Generative Neural System for Probabilistic Trajectory Prediction
185 citations · 2019
📈 Most Prolific Year: 2021 (6 Papers)
🤝 Key Collaborators: 13
🏛 Institutions: University of California, Berkeley, Honda (United States), Stanford University

Top Papers

  1. 1
    Conditional Generative Neural System for Probabilistic Trajectory Prediction
    185 citations · 2019
  2. 2
    Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking
    94 citations · 2021
  3. 3
    Spectral Temporal Graph Neural Network for Trajectory Prediction
    58 citations · 2021
  4. 4
    Interaction-aware Multi-agent Tracking and Probabilistic Behavior Prediction via Adversarial Learning
    55 citations · 2019
  5. 5
    Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network
    52 citations · 2020
  6. 6
    RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting
    38 citations · 2021
  7. 7
    Continual Multi-Agent Interaction Behavior Prediction With Conditional Generative Memory
    34 citations · 2021
  8. 8
    Conditional Generative Neural System for Probabilistic Trajectory Prediction
    18 citations · 2019
  9. 9
    Interaction-aware Multi-agent Tracking and Probabilistic Behavior Prediction via Adversarial Learning
    11 citations · 2019
  10. 10
    Disentangled Neural Relational Inference for Interpretable Motion Prediction
    4 citations · 2023

Key Collaborators

MTMasayoshi Tomizuka11 shared papersHMHengbo Ma11 shared papersZZZhihao Zhang3 shared papersJLJinning Li2 shared papersCCChiho Choi2 shared papersDCDefu Cao2 shared papersVMVictoria M. Dax1 shared papersYSYaofeng Sun1 shared papersSMSrikanth Malla1 shared papersMJMykel J. Kochenderfer1 shared papersESEnna Sachdeva1 shared papersNANakul Agarwal1 shared papersFYFan Yang1 shared papers
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