Cong Geng

Researcher, JIUTIAN Research

Joined

July 2019

Names

Cong Geng

Emails

****@sjtu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@chinamobile.com (Confirmed)

****@cmjt.chinamobile.com (Confirmed)

****@chinamobile.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

JIUTIAN Research (cmjt.chinamobile.com)

2025 – Present

Researcher

China Mobile Research Institute (chinamobile.com)

2024 – 2025

PhD student

Shanghai Jiao Tong University (sjtu.edu)

2016 – 2023

Advisors, Relations & Conflicts

PhD Advisor

zhiyong gao

2016 – 2023

PhD Advisor

soren hauberg

2020 – 2022

Expertise

generative model

Present

manifold learning

Present

Publications

Latent-Informed Energy-Based Models with collaborative generator training
Cong Geng, Xue Han, Qiang Hu, Ruiqiao Bai, Xin Huang, Chao Deng, Junlan Feng
- Submitted to ICLR 2026
- Readers: Everyone
Non-uniform Timestep Sampling: Towards Faster Diffusion Model Training
Tianyi Zheng, Cong Geng, Peng-Tao Jiang, Ben Wan, Hao Zhang, Jinwei Chen, Jia Wang, Bo Li
- MM2024 Poster
- Readers: Everyone
Improving Adversarial Energy-Based Model via Diffusion Process
Cong Geng, Tian Han, Peng-Tao Jiang, Hao Zhang, Jinwei Chen, Søren Hauberg, Bo Li
- ICML 2024 Poster
- Readers: Everyone
Improving Adversarial Energy-Based Model via Diffusion Process
Cong Geng, Tian Han, Peng-Tao Jiang, Hao Zhang, Jinwei Chen, Søren Hauberg, Bo Li
- ICML 2024
- Readers: Everyone
Non-uniform Timestep Sampling: Towards Faster Diffusion Model Training
Tianyi Zheng, Cong Geng, Peng-Tao Jiang, Ben Wan, Hao Zhang, Jinwei Chen, Jia Wang, Bo Li
- ACM Multimedia 2024
- Readers: Everyone
Solving the reconstruction-generation trade-off: Generative model with implicit embedding learning
Cong Geng, Jia Wang, Li Chen, Zhiyong Gao
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- Neurocomputing 2023
- Readers: Everyone
Geodesic Learning With Uniform Interpolation on Data Manifold
Cong Geng, Jia Wang, Li Chen, Zhiyong Gao
- IEEE Access 2022
- Readers: Everyone
Omni-GAN: On the Secrets of cGANs and Beyond
Peng Zhou, Lingxi Xie, Bingbing Ni, Cong Geng, Qi Tian
- 04 Oct 2021 (modified: 04 Oct 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone
Bounds all around: training energy-based models with bidirectional bounds
Cong Geng, Jia Wang, Zhiyong Gao, Jes Frellsen, Søren Hauberg
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone

View all 18 publications

Co-Authors

View all 27 co-authors