Pengze Li

According to our database, Pengze Li authored at least 26 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering.

Encheng Su, Jinouwen Zhang, Jianyu Wu, Qiucheng Yu, Chen Tang, Pengze Li, Lintao Wang, Yizhou Wang, Xinzhu Ma, Shixiang Tang, Aoran Wang

CoRR, May, 2026

LECTOR: Joint Optimization of Scientific Reasoning Graphs and Introduction Generation.

Jiabei Xiao, Yizhou Wang, Chen Tang, Pengze Li, Wanli Ouyang, Shixiang Tang

CoRR, May, 2026

Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations.

Pengze Li, Jiaquan Zhang, Yunbo Long, Xinping Liu, Zhou Wenjie, Encheng Su, Zihang Zeng, Jiaqi Liu, Jiyao Liu, Junchi Yu, Lihao Liu, Philip Torr, Shixiang Tang, Aoran Wang, Xi Chen

CoRR, April, 2026

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations.

Jiyao Liu, Junzhi Ning, Chenglong Ma, Wanying Qu, Jianghan Shen, Siqi Luo, Jinjie Wei, Jin Ye, Pengze Li, Tianbin Li, Jiashi Lin, Hongming Shan, Xinzhe Luo, Xiaohong Liu, Lihao Liu, Junjun He, Ningsheng Xu

CoRR, March, 2026

AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework.

Zihang Zeng, Jiaquan Zhang, Pengze Li, Yuan Qi, Xi Chen

CoRR, March, 2026

SciIF: Benchmarking Scientific Instruction Following Towards Rigorous Scientific Intelligence.

Encheng Su, Jianyu Wu, Chen Tang, Lintao Wang, Pengze Li, Aoran Wang, Jinouwen Zhang, Yizhou Wang, Yuan Meng, Xinzhu Ma, Shixiang Tang, Houqiang Li

CoRR, January, 2026

Exploring the role of reinforcement learning in vision-language models for cardiovascular disease decision support.

Pengze Li, Jianfu Li, Shuteng Niu, Farris K. Timimi, Joseph Cheung, Clark Otley, Sonya Makhni, Fang Li, Jingna Feng, Xinyue Hu, Yue Yu, Rakesh Kumar, Cui Tao

J. Biomed. Informatics, 2026

ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction.

Pengze Li, Jiaqi Liu, Junchi Yu, Lihao Liu, Mingyu Ding, Wanli Ouyang, Shixiang Tang, Xi Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines.

Yizhou Wang, Chen Tang, Han Deng, Jiabei Xiao, Jiaqi Liu, Jianyu Wu, Jun Yao, Pengze Li, Encheng Su, Lintao Wang, Guohang Zhuang, Yuchen Ren, Ben Fei, Ming Hu, Xin Chen, Dongzhan Zhou, Junjun He, Xiangyu Yue, Zhenfei Yin, Jiamin Wu, Qihao Zheng, Yuhao Zhou, Huihui Xu, Chenglong Ma, Yan Lu, Wenlong Zhang, Chunfeng Song, Philip Torr, Shixiang Tang, Xinzhu Ma, Wanli Ouyang, Lei Bai

CoRR, September, 2025

Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery.

Jiaqi Liu, Songning Lai, Pengze Li, Di Yu, Wenjie Zhou, Yiyang Zhou, Peng Xia, Zijun Wang, Xi Chen, Shixiang Tang, Lei Bai, Wanli Ouyang, Mingyu Ding, Huaxiu Yao, Aoran Wang

CoRR, August, 2025

PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models.

Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, Mingyu Ding, Lei Bai, Wanli Ouyang, Shixiang Tang, Aoran Wang, Xinzhu Ma

CoRR, June, 2025

Exploring multimodal large language models on transthoracic Echocardiogram (TTE) tasks for cardiovascular decision support.

Jianfu Li, Yiming Li, Zenan Sun, Evan Yu, Ahmed M. Abdelhameed, Weiguo Cao, Haifang Li, Jianping He, Pengze Li, Jingna Feng, Yue Yu, Xinyue Hu, Manqi Li, Rakesh Kumar, Yifang Dang, Fang Li, Shahyar M. Gharacholou, Cui Tao

J. Biomed. Informatics, 2025

AERO: Enhancing Sharding Blockchain via Deep Reinforcement Learning for Account Migration.

Mingxuan Song, Pengze Li, Bohan Zhou, Shenglin Yin, Zhen Xiao, Jieyi Long

Proceedings of the ACM on Web Conference 2025, 2025

Temporal Ensemble Logic for Integrative Representation of the Entirety of Clinical Trials.

Xiaojin Li, Yan Huang, Rashmie Abeysinghe, Zenan Sun, Hongyu Chen, Pengze Li, Xing He, Shiqiang Tao, Cui Tao, Jiang Bian, Licong Cui, Guo-Qiang Zhang

Proceedings of the 32nd International Symposium on Temporal Representation and Reasoning, 2025

Comprehensive Deadlock Prevention for GPU Collective Communication.

Lichen Pan, Juncheng Liu, Yongquan Fu, Jinhui Yuan, Rongkai Zhang, Pengze Li, Zhen Xiao

Proceedings of the Twentieth European Conference on Computer Systems, 2025

Leveraging Vulnerabilities in Temporal Graph Neural Networks via Strategic High-Impact Assaults.

Donghyun Jeon, Lijing Zhu, Haifang Li, Pengze Li, Jingna Feng, Tiehang Duan, Houbing Herbert Song, Cui Tao, Shuteng Niu

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Identification and Analysis of Ecological Corridors in the Central Urban Area of Xuchang Based on Multi-Source Geospatial Data.

Wenyu Wei, Shaohua Wang, Xiao Li, Junyuan Zhou, Yang Zhong, Pengze Li, Zhidong Zhang

ISPRS Int. J. Geo Inf., 2024

SPRING: Improving the Throughput of Sharding Blockchain via Deep Reinforcement Learning Based State Placement.

Pengze Li, Mingxuan Song, Mingzhe Xing, Zhen Xiao, Qiuyu Ding, Shengjie Guan, Jieyi Long

Proceedings of the ACM on Web Conference 2024, 2024

Presto: Optimizing Cross-Shard Transactions in Sharded Blockchain Architecture.

Qiuyu Ding, Rongkai Zhang, Shenglin Yin, Pengze Li, Shengjie Guan, Zhen Xiao, Jieyi Long

Proceedings of the 43rd International Symposium on Reliable Distributed Systems, 2024

Optimised Propainter for Video Diminished Reality Inpainting.

Pengze Li, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

OCCL: a Deadlock-free Library for GPU Collective Communication.

Lichen Pan, Juncheng Liu, Jinhui Yuan, Rongkai Zhang, Pengze Li, Zhen Xiao

CoRR, 2023

A Data Flow Framework with High Throughput and Low Latency for Permissioned Blockchains.

Zhenxing Hu, Shengjie Guan, Wenbo Xu, Zhen Xiao, Jie Shi, Pengze Li, Qiuyu Ding, Hui Ding, Chao Zeng

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

2022

Optimizing communication in deep reinforcement learning with <i>XingTian</i>.

Lichen Pan, Jun Qian, Wei Xia, Hangyu Mao, Jun Yao, Pengze Li, Zhen Xiao

Proceedings of the Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7, 2022

Stabilizer: Geo-Replication with User-defined Consistency.

Pengze Li, Lichen Pan, Xinzhe Yang, Weijia Song, Zhen Xiao, Ken Birman

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2019

Bridges the crowd: rim chain framework.

Pengze Li, Ran Zhang, Lei Liu, Lizhen Cui, Qingzhong Li, Guangpeng Zhou

Int. J. Crowd Sci., 2019

2018

Rim Chain: Bridge the Provision and Demand Among the Crowd.

Pengze Li, Lei Liu, Lizhen Cui, Qingzhong Li, Yongqing Zheng, Guangpeng Zhou

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018