Scholar

DEQIAN KONG

Google Scholar ID: C9uB6SYAAAAJ

Department of Statistics, UCLA

Generative ModelingRepresentation Learning

Citations & Impact

All-time

Citations

143

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

17 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Published at NeurIPS 2025: 'Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning'
Published at CoRL 2025: 'Latent Adaptive Planner for Dynamic Manipulation'
Published at ICML 2025: 'Latent Thought Models with Variational Bayes Inference-Time Computation'
Published in TMLR 2025: 'Latent Space Energy-based Neural ODEs'
Two papers at NeurIPS 2024: 'Latent Plan Transformer for Trajectory Abstraction' (main conference) and 'Molecule Design by Latent Prompt Transformer' (Spotlight)
Published at ICASSP 2024 (work done during Amazon AGI internship)
Publications at UAI 2023 and ICML 2023 on molecule design and knowledge-grounded dialogue generation
Oral presentation at ICCV 2021: 'YouRefIt: Embodied Reference Understanding with Language and Gesture'
Multiple arXiv preprints on topics including FFT-accelerated MCMC for fermionic models and statistical approaches to topological entanglement

Co-authors

11 total