Zifu Wang

35 papers A* 5Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Small Language Models and Small Reasoning Language Models on System Log Severity Classification.
CoRR
Yahya Masri, Emily Ma, Zifu Wang, Joseph Rogers, Chaowei Yang
2025 J jnl
Chem-R: Learning to Reason as a Chemist.
CoRR
Weida Wang, Benteng Chen, Di Zhang, Wanhao Liu, Shuchen Pu, Ben Gao, Jin Zeng, Xiaoyong Wei, Tianshu Yu, Shuzhou Sun, Tianfan Fu, Wanli Ouyang, Lei Bai, Jiatong Li, Zifu Wang, Yuqiang Li, Shufei Zhang
2025 J jnl
Comparative Analysis of BERT and GPT for Classifying Crisis News with Sudan Conflict as an Example.
Algorithms
Yahya Masri, Zifu Wang, Anusha Srirenganathan Malarvizhi, Samir Ahmed, Tayven Stover, David W. S. Wong, Yongyao Jiang, Yun Li, Qian Liu, Mathieu Bere, Daniel Rothbart, Dieter Pfoser, Chaowei Yang
2025 J jnl
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles.
CoRR
Zifu Wang, Junyi Zhu, Bo Tang, Zhiyu Li, Feiyu Xiong, Jiaqian Yu, Matthew B. Blaschko
2025 J jnl
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles.
Trans. Mach. Learn. Res.
Zifu Wang, Junyi Zhu, Bo Tang, Zhiyu Li, Feiyu Xiong, Jiaqian Yu, Matthew B. Blaschko
2025 J jnl
Optimizing context-based location extraction by tuning open-source LLMs with RAG.
Int. J. Digit. Earth
Zifu Wang, Yahya Masri, Anusha Srirenganathan Malarvizhi, Tayven Stover, Samir Ahmed, David W. S. Wong, Yongyao Jiang, Yun Li, Mathieu Bere, Daniel Rothbart, Dieter Pfoser, David Marshall, Chaowei Yang
2024 A* conf
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study.
NeurIPS
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
2024 J jnl
Can LLMs Learn by Teaching? A Preliminary Study.
CoRR
Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang
2024 A* conf
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation.
ICLR
Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang
2024 A* conf
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024 J jnl
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
CoRR
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2023 J jnl
Adopting GPU computing to support DL-based Earth science applications.
Int. J. Digit. Earth
Zifu Wang, Yun Li, Kevin Wang, Jacob Cain, Mary Salami, Daniel Q. Duffy, Michael M. Little, Chaowei Yang
2023 — conf
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels.
MICCAI (3)
Zifu Wang, Teodora Popordanoska, Jeroen Bertels, Robin Lemmens, Matthew B. Blaschko
2023 J jnl
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels.
CoRR
Zifu Wang, Teodora Popordanoska, Jeroen Bertels, Robin Lemmens, Matthew B. Blaschko
2023 — conf
Improved Imagery Throughput via Cascaded Uncertainty Pruning on U-Net++.
NLDL
Mingshi Li, Zifu Wang, Matthew B. Blaschko
2023 A* conf
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels.
NeurIPS
Zifu Wang, Xuefei Ning, Matthew B. Blaschko
2023 J jnl
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels.
CoRR
Zifu Wang, Matthew B. Blaschko
2023 A* conf
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union.
NeurIPS
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
2023 J jnl
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union.
CoRR
Zifu Wang, Maxim Berman, Amal Rannen Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
2023 J jnl
The spatial dynamics of Ukraine air quality impacted by the war and pandemic.
Int. J. Digit. Earth
Anusha Srirenganathan Malarvizhi, Qian Liu, Theo Trefonides, Sina Hasheminassab, Jennifer Smith, Thomas Huang, Kevin Marlis, Joe T. Roberts, Zifu Wang, Dexuan Sha, Ana Beatriz Moura Pereira, Heramb Podar, Jacob Cain, Chaowei Yang
2022 J jnl
Challenges and opportunities of the spatiotemporal responses to the global pandemic of COVID-19.
Ann. GIS
Chaowei Phil Yang, Shuming Bao, Wendy Guan, Kate Howell, Tao Hu, Hai Lan, Yun Li, Qian Liu, Jennifer Smith, Anusha Srirenganathan Malarvizhi, Theo Trefonides, Kevin Wang, Zifu Wang
2022 — conf
MRF-UNets: Searching UNet with Markov Random Fields.
ECML/PKDD (3)
Zifu Wang, Matthew B. Blaschko
2022 J jnl
MRF-UNets: Searching UNet with Markov Random Fields.
CoRR
Zifu Wang, Matthew B. Blaschko
2022 — conf
Optimizing Slimmable Networks for Multiple Target Platforms.
NLDL
Zifu Wang, Matthew B. Blaschko
2021 J jnl
COVID-Scraper: An Open-Source Toolset for Automatically Scraping and Processing Global Multi-Scale Spatiotemporal COVID-19 Records.
IEEE Access
Hai Lan, Dexuan Sha, Anusha Srirenganathan Malarvizhi, Yi Liu, Yun Li, Nadine Meister, Qian Liu, Zifu Wang, Jingchao Yang, Chaowei Phil Yang
2020 J jnl
A State-Level Socioeconomic Data Collection of the United States for COVID-19 Research.
Data
Dexuan Sha, Anusha Srirenganathan Malarvizhi, Qian Liu, Yifei Tian, You Zhou, Shiyang Ruan, Rui Dong, Kyla Carte, Hai Lan, Zifu Wang, Chaowei Yang
2020 J jnl
An Environmental Data Collection for COVID-19 Pandemic Research.
Data
Qian Liu, Wei Liu, Dexuan Sha, Shubham Kumar, Emily Chang, Vishakh Arora, Hai Lan, Yun Li, Zifu Wang, Yadong Zhang, Zhiran Zhang, Jackson T. Harris, Srikar Chinala, Chaowei Yang
2020 J jnl
An Optimization Method of Precision Assembly Process Based on the Relative Entropy Evaluation of the Stress Distribution.
Entropy
Zifu Wang, Zhijing Zhang, Xiao Chen, Xin Jin
2020 J jnl
An open-source drug discovery platform enables ultra-large virtual screens.
Nat.
Christoph Gorgulla, Andras Boeszoermenyi, Zifu Wang, Patrick D. Fischer, Paul W. Coote, Krishna M. Padmanabha Das, Yehor S. Malets, Dmytro S. Radchenko, Yurii S. Moroz, David A. Scott, Konstantin Fackeldey, Moritz Hoffmann, Iryna Iavniuk, Gerhard Wagner, Haribabu Arthanari
2020 J jnl
Taking the pulse of COVID-19: a spatiotemporal perspective.
Int. J. Digit. Earth
Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan, Tao Hu, Zhenlong Li, Zhiran Zhang, John Hoot Thompson, Zifu Wang, David W. S. Wong, Shiyang Ruan, Manzhu Yu, Douglas Richardson, Luyao Zhang, Ruizhi Hou, You Zhou, Cheng Zhong, Yifei Tian, Fayez Beaini, Kyla Carte, Colin Flynn, Wei Liu, Dieter Pfoser, Shuming Bao, Mei Li, Haoyuan Zhang, Chunbo Liu, Jie Jiang, Shihong Du, Liang Zhao, Mingyue Lu, Lin Li, Huan Zhou, Andrew Ding
2018 — conf
Cloud Infrastructure and Monitoring System for Real Estate Registration.
Geoinformatics
Baoxuan Jin, Weiwei Song, Kang Zhao, Shihua Li, Zifu Wang
2018 — conf
Cloud Platform for the Management of Tourism Resources.
Geoinformatics
Chibin Wang, Jun Luo, Shaofu Lin, Jing Zhang, Zifu Wang, Anyu Luo
2018 — conf
Guizhou Big Data Management System and Key Technology.
Geoinformatics
Shaofu Lin, Bin Luo, Jun Luo, Zifu Wang, Yue Wei
2015 J jnl
Energetic Galerkin Projection of Electromagnetic Fields between Different Meshes.
CoRR
Zifu Wang, Zuqi Tang, Thomas Henneron, Francis Piriou, Jean Claude Mipo
2015 J jnl
Space-Time Galerkin Projection of Electro-Magnetic Fields.
CoRR
Zifu Wang, Thomas Henneron, Heath F. Hofmann