Pengcheng Wu

Researcher, CCDS, Nanyang Technological University

Joined

July 2019

Names

Pengcheng Wu

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

CCDS, Nanyang Technological University (ntu.edu.sg)

2022 – Present

Researcher

SCSE, Nanyang Technological University (ntu.edu.sg)

2020 – 2020

Postdoc

SCE, Nanyang Technological University (ntu.edu.sg)

2014 – 2015

PhD student

SCE, Nanyang Technological University (ntu.edu.sg)

2009 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Steven HOI

2009 – 2013

Expertise

Artificial Intelligence

Present

Machine Learning

Present

Data Mining

Present

Publications

ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse
Guohao Chen, Shuaicheng Niu, Deyu Chen, Jiahao Yang, Zitian Zhang, Mingkui Tan, Pengcheng Wu, Zhiqi Shen
- TTU at ICLR 2026 (Main)
- Readers: Everyone
A Comprehensive Survey of Multimodal LLMs for Scientific Discovery
Liang Yan, Xu Jiang, Jian Ma, Yuhang Liu, Tian Bian, Qichao Wang, Abhishek Basu, Yu Rong, Tingyang Xu, Pengcheng Wu, Le Song, Imran Razzak, Junchi Yan, Zengfeng Huang, Yutong Xie
- VLM4RWD2025 Demo
- Readers: Everyone
$S^3$-Bench: A Comprehensive Study of Multimodal LLMs for Scientific Discovery with Benchmarking
Liang Yan, Xu Jiang, Jian Ma, Yuhang Liu, Tian Bian, Qichao Wang, Abhishek Basu, Yu Rong, Tingyang Xu, Pengcheng Wu, Le Song, Imran Razzak, Junchi Yan, Zengfeng Huang, Yutong Xie
- Submitted to ICLR 2026
- Readers: Everyone
Laplacian Analysis Meets Dynamics Modelling: Gaussian Splatting for 4D Scene Reconstruction
Yifan Zhou, Beizhen ZHAO, Pengcheng Wu, Hao Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
WaMo: Wavelet-Enhanced Multi-Frequency Trajectory Analysis for Fine-Grained Text-Motion Retrieval
Junlong Ren, Gangjian Zhang, Honghao Fu, Pengcheng Wu, Hao Wang
- Submitted to ICLR 2026
- Readers: Everyone
ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse
Guohao Chen, Shuaicheng Niu, Deyu Chen, Jiahao Yang, Zitian Zhang, Mingkui Tan, Pengcheng Wu, Zhiqi Shen
- ICLR 2026 Poster
- Readers: Everyone
Continual Optimization with Symmetry Teleportation for Multi-Task Learning
Zhipeng Zhou, Ziqiao Meng, Pengcheng Wu, Peilin Zhao, Chunyan Miao
- NeurIPS 2025 poster
- Readers: Everyone
Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
Zhipeng Zhou, Ziqiao Meng, Pengcheng Wu, Peilin Zhao, Chunyan Miao
- NeurIPS 2025 poster
- Readers: Everyone
Self-Bootstrapping for Versatile Test-Time Adaptation
Shuaicheng Niu, Guohao Chen, Peilin Zhao, Tianyi Wang, Pengcheng Wu, Zhiqi Shen
- ICML 2025 poster
- Readers: Everyone
Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
Wanjin Feng, Xingyu Gao, Wenqian Du, Hailong Shi, Peilin Zhao, Pengcheng Wu, Chunyan Miao
- ICML 2025 poster
- Readers: Everyone

View all 19 publications

Co-Authors

View all 54 co-authors