Dezhi Ran

According to our database, Dezhi Ran authored at least 31 papers between 2020 and 2026.

Collaborative distances:

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

2026

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics.

Mengzhou Wu, Yuzhe Guo, Yuan Cao, Haochuan Lu, Songhe Zhu, Pingzhe Qu, Xin Chen, Kang Qin, Zhongpu Wang, Xiaode Zhang, Xinyi Wang, Wei Dai, Gang Cao, Yuetang Deng, Zhi Gong, Dezhi Ran, Linyi Li, Wei Yang, Tao Xie

CoRR, April, 2026

An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse.

Yuan Cao, Dezhi Ran, Yuzhe Guo, Mengzhou Wu, Simin Chen, Linyi Li, Wei Yang, Tao Xie

CoRR, March, 2026

GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training.

Yuan Cao, Dezhi Ran, Mengzhou Wu, Yuzhe Guo, Xin Chen, Ang Li, Gang Cao, Gong Zhi, Hao Yu, Linyi Li, Wei Yang, Tao Xie

CoRR, February, 2026

2025

From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents.

Dezhi Ran, Zhi Gong, Yuzhe Guo, Mengzhou Wu, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Gang Cao, Liangchao Yao, Yuetang Deng, Wei Yang, Tao Xie

CoRR, December, 2025

KernelBand: Boosting LLM-based Kernel Optimization with a Hierarchical and Hardware-aware Multi-armed Bandit.

Dezhi Ran, Shuxiao Xie, Mingfang Ji, Ziyue Hua, Mengzhou Wu, Yuan Cao, Yuzhe Guo, Hao Yu, Linyi Li, Yitao Hu, Tao Xie

CoRR, November, 2025

AppForge: From Assistant to Independent Developer - Are GPTs Ready for Software Development?

Dezhi Ran, Yuan Cao, Mengzhou Wu, Simin Chen, Yuzhe Guo, Jun Ren, Zihe Song, Hao Yu, Jialei Wei, Linyi Li, Wei Yang, Baishakhi Ray, Tao Xie

CoRR, October, 2025

Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software.

Dezhi Ran, Mengzhou Wu, Wei Yang, Tao Xie

ACM Trans. Softw. Eng. Methodol., June, 2025

Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation.

Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray

CoRR, February, 2025

Data and System Perspectives of Sustainable Artificial Intelligence.

Tao Xie, David Harel, Dezhi Ran, Zhenwen Li, Maoliang Li, Zhi Yang, Leye Wang, Xiang Chen, Ying Zhang, Wentao Zhang, Meng Li, Chen Zhang, Linyi Li, Assaf Marron

CoRR, January, 2025

DeCon: Detecting Incorrect Assertions via Postconditions Generated by a Large Language Model.

Hao Yu, Tianyu Chen, Jiaming Huang, Zongyang Li, Dezhi Ran, Xinyu Wang, Ying Li, Assaf Marron, David Harel, Yuan Xie, Tao Xie

CoRR, January, 2025

Beyond Pass or Fail: A Multi-dimensional Benchmark for Mobile UI Navigation.

Dezhi Ran, Mengzhou Wu, Hao Yu, Yuetong Li, Jun Ren, Yuan Cao, Xia Zeng, Haochuan Lu, Zexin Xu, Mengqian Xu, Ting Su, Liangchao Yao, Ting Xiong, Wei Yang, Yuetang Deng, Assaf Marron, David Harel, Tao Xie

CoRR, January, 2025

Medusa: A Framework for Collaborative Development of Foundation Models with Automated Parameter Ownership Assignment.

Dezhi Ran, Yuan Cao, Yuzhe Guo, Yuetong Li, Mengzhou Wu, Simin Chen, Wei Yang, Tao Xie

Proc. ACM Softw. Eng., 2025

An infrastructure software perspective toward computation offloading between executable specifications and foundation models.

Dezhi Ran, Mengzhou Wu, Yuan Cao, Assaf Marron, David Harel, Tao Xie

Sci. China Inf. Sci., 2025

Efficient and Robust Security-Patch Localization for Disclosed OSS Vulnerabilities with Fine-Tuned LLMs in an Industrial Setting.

Dezhi Ran, Lin Li, Liuchuan Zhu, Yuan Cao, Landelong Zhao, Xin Tan, Guangtai Liang, Qianxiang Wang, Tao Xie

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

Element-Aware Fine-Tuning of Vision-Language Models for Cost-Efficient GUI Testing in an Industrial Setting.

Mengzhou Wu, Yuzhe Guo, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Liangchao Yao, Yuetang Deng, Dezhi Ran, Wei Yang, Tao Xie

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Practical Escape of Exploration Tarpits for Mini-Game Testing in an Industrial Setting.

Yuan Cao, Dezhi Ran, Haochuan Lu, Chao Guo, Xuran Hao, Zhuoru Chen, Ting Xiong, Yuetang Deng, Tao Xie

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation.

Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

TaOPT: Tool-Agnostic Optimization of Parallelized Automated Mobile UI Testing.

Dezhi Ran, Zihe Song, Wenyu Wang, Wei Yang, Tao Xie

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

Path Toward Elderly Friendly Mobile Apps.

Dezhi Ran, Yingjie Fu, Yibo He, Tianyu Chen, Xing Tang, Tao Xie

Computer, June, 2024

Skill-Adpative Imitation Learning for UI Test Reuse.

Mengzhou Wu, Hao Wang, Jun Ren, Yuan Cao, Yuetong Li, Alex Jiang, Dezhi Ran, Yitao Hu, Wei Yang, Tao Xie

CoRR, 2024

SWE-bench-java: A GitHub Issue Resolving Benchmark for Java.

Daoguang Zan, Zhirong Huang, Ailun Yu, Shaoxin Lin, Yifan Shi, Wei Liu, Dong Chen, Zongshuai Qi, Hao Yu, Lei Yu, Dezhi Ran, Muhan Zeng, Bo Shen, Pan Bian, Guangtai Liang, Bei Guan, Pengjie Huang, Tao Xie, Yongji Wang, Qianxiang Wang

CoRR, 2024

Guardian: A Runtime Framework for LLM-Based UI Exploration.

Dezhi Ran, Hao Wang, Zihe Song, Mengzhou Wu, Yuan Cao, Ying Zhang, Wei Yang, Tao Xie

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Learning-based Widget Matching for Migrating GUI Test Cases.

Yakun Zhang, Wenjie Zhang, Dezhi Ran, Qihao Zhu, Chengfeng Dou, Dan Hao, Tao Xie, Lu Zhang

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models.

Hao Yu, Bo Shen, Dezhi Ran, Jiaxin Zhang, Qi Zhang, Yuchi Ma, Guangtai Liang, Ying Li, Qianxiang Wang, Tao Xie

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023

Badge: Prioritizing UI Events with Hierarchical Multi-Armed Bandits for Automated UI Testing.

Dezhi Ran, Hao Wang, Wenyu Wang, Tao Xie

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

Automated Assertion Generation via Information Retrieval and Its Integration with Deep learning.

Hao Yu, Yiling Lou, Ke Sun, Dezhi Ran, Tao Xie, Dan Hao, Ying Li, Ge Li, Qianxiang Wang

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Automated Visual Testing for Mobile Apps in an Industrial Setting.

Dezhi Ran, Zongyang Li, Chenxu Liu, Wenyu Wang, Weizhi Meng, Xionglin Wu, Hui Jin, Jing Cui, Xing Tang, Tao Xie

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Revenue and User Traffic Maximization in Mobile Short-Video Advertising.

Dezhi Ran, Weiqiang Zheng, Yunqi Li, Kaigui Bian, Jie Zhang, Xiaotie Deng

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2020

Preference-Aware Dynamic Bitrate Adaptation for Mobile Short-Form Video Feed Streaming.

Dezhi Ran, Huadun Hong, Yang Chen, Bonan Ma, Yuanxing Zhang, Pengyu Zhao, Kaigui Bian

IEEE Access, 2020

SSR: Joint Optimization of Recommendation and Adaptive Bitrate Streaming for Short-form Video Feed.

Dezhi Ran, Yuanxing Zhang, Wenhan Zhang, Kaigui Bian

Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

CFP: A Cross-layer Recommender System with Fine-grained Preloading for Short Video Streaming at Network Edge.

Dezhi Ran, Yuanxing Zhang, Ye Yuan, Kaigui Bian

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020