Jieneng Chen

PhD student, CS, Johns Hopkins University

Joined

August 2021

Names

Jieneng Chen (Preferred)

J Chen

Jie-Neng Chen

Emails

****@gmail.com (Confirmed)

****@jh.edu (Confirmed)

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

CS, Johns Hopkins University (jhu.edu)

2020 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Alan Yuille

Present

Expertise

computer vision

Present

biomedical science

Present

inverse graphics

Present

Publications

CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning
Wenxin Ma, Chenlong Wang, Ruisheng Yuan, Hao Chen, Nanru Dai, Yijun Yang, Chengxin Qian, Zhao-Yang Wang, Alan Yuille, Jieneng Chen
- ICLR 2026 Workshop World Models
- Readers: Everyone
EvoWorld: Evolving Panoramic World Generation with Explicit 3D Memory
Jiahao Wang, Luoxin Ye, Taiming Lu, Junfei Xiao, Jiahan Zhang, Yuxiang Guo, Xijun Liu, Rama Chellappa, Cheng Peng, Alan Yuille, Jieneng Chen
- ICLR 2026 Workshop World Models
- Readers: Everyone
What is Your Force Field Really Learning? Gaining Scientific Intuition with A Dual-Level Explainability Framework
Yi Cao, Peter Mastracco, Jieneng Chen, Alan Yuille, Paulette Clancy
- XAI4Science Workshop 2026
- Readers: Everyone
World-in-World: World Models in a Closed-Loop World
Jiahan Zhang, Muqing Jiang, Nanru Dai, Taiming Lu, Arda Uzunoglu, Shunchi Zhang, Yana Wei, Jiahao Wang, Vishal M. Patel, Paul Pu Liang, Daniel Khashabi, Cheng Peng, Rama Chellappa, Tianmin Shu, Alan L. Yuille, Yilun Du, Jieneng Chen
- CoRR 2025
- Readers: Everyone
When Knowledge Hurts: Enriching Domain Knowledge for Causal Scientific Reasoning
Yi Cao, Liaoyaqi Wang, Jieneng Chen, Benjamin Van Durme, Alan Yuille, Paulette Clancy
- Submitted to ICLR 2026
- Readers: Everyone
World-In-World: World Models in a Closed-Loop World
Jiahan Zhang, Muqing Jiang, Nanru Dai, TaiMing Lu, Arda Uzunoglu, Shunchi Zhang, Yana Wei, Jiahao Wang, Vishal M. Patel, Paul Pu Liang, Daniel Khashabi, Cheng Peng, Rama Chellappa, Tianmin Shu, Alan Yuille, Yilun Du, Jieneng Chen
- ICLR 2026 Oral
- Readers: Everyone
EvoWorld: Evolving Panoramic World Generation with Explicit 3D Memory
Jiahao Wang, Luoxin Ye, TaiMing Lu, Junfei Xiao, Jiahan Zhang, Yuxiang Guo, Xijun Liu, Rama Chellappa, Cheng Peng, Alan Yuille, Jieneng Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos
Shanshan Zhong, Jiawei Peng, Zehan Zheng, Zhongzhan Huang, Wufei Ma, Guofeng Zhang, Qihao Liu, Alan L. Yuille, Jieneng Chen
- CoRR 2025
- Readers: Everyone
Vision‑Language‑Vision Auto‑Encoder: Scalable Knowledge Distillation from Diffusion Models
Tiezheng Zhang, Yitong Li, Yu-Cheng Chou, Jieneng Chen, Alan Yuille, Chen Wei, Junfei Xiao
- NeurIPS 2025 poster
- Readers: Everyone
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models
Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M. de Melo, Jieneng Chen, Alan L. Yuille
- CVPR 2025
- Readers: Everyone

View all 34 publications

Co-Authors

View all 167 co-authors