Zifu Wang

Researcher, Shanghai AI Laboratory

Joined

December 2021

Names

Zifu Wang (Preferred)

Emails

****@kuleuven.be (Confirmed)

****@gmail.com (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Shanghai AI Laboratory (pjlab.org.cn)

2025 – Present

PhD student

KU Leuven (kuleuven.be)

2019 – 2024

MS student

London School of Economics and Political Science (lse.ac.uk)

2017 – 2019

Undergrad student

Shandong University (sdu.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Matthew B. Blaschko

2019 – 2024

Expertise

Deep Learning

2017 – Present

Machine Learning

2017 – Present

Publications

Chem-R: Learning to Reason as a Chemist
Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, LEI BAI, Wanli Ouyang, Xiaoyong Wei, Tianshu Yu, Tianfan Fu, Shuzhou Sun, Jiatong LI, Zifu Wang, Yuqiang Li, Shufei Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles
Zifu Wang, Junyi Zhu, Bo Tang, Zhiyu li, Feiyu Xiong, Jiaqian Yu, Matthew B. Blaschko
- Accepted by TMLR
- Readers: Everyone
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
- NeurIPS 2024 poster
- Readers: Everyone
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F Jaeger, Yiwen Ye, Yutong Xie et al. (33 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation
Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang
- ICLR 2024 poster
- Readers: Everyone
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels
Zifu Wang, Xuefei Ning, Matthew B. Blaschko
- NeurIPS 2023 poster
- Readers: Everyone
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels
Zifu Wang, Teodora Popordanoska, Jeroen Bertels, Robin Lemmens, Matthew B. Blaschko
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- MICCAI (3) 2023
- Readers: Everyone
MRF-UNets: Searching UNet with Markov Random Fields
Zifu Wang, Matthew B. Blaschko
- Published: 01 Jan 2022, Last Modified: 22 Sept 2023
- ECML/PKDD (3) 2022
- Readers: Everyone

Co-Authors

View all 91 co-authors