Yuchi Ma

According to our database, Yuchi Ma authored at least 49 papers between 2011 and 2025.

Collaborative distances:

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

2025

Agents in software engineering: survey, landscape, and vision.

Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, Zibin Zheng

Autom. Softw. Eng., November, 2025

Towards an Understanding of Context Utilization in Code Intelligence.

Yanlin Wang, Kefeng Duan, Dewu Zheng, Ensheng Shi, Fengji Zhang, Yanli Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Hongyu Zhang, Qianxiang Wang, Zibin Zheng

CoRR, April, 2025

What to Retrieve for Effective Retrieval-Augmented Code Generation? An Empirical Study and Beyond.

Wenchao Gu, Juntao Chen, Yanlin Wang, Tianyue Jiang, Xingzhe Li, Mingwei Liu, Xilin Liu, Yuchi Ma, Zibin Zheng

CoRR, March, 2025

In-depth Analysis of Graph-based RAG in a Unified Framework.

Yingli Zhou, Yaodong Su, Youran Sun, Shu Wang, Taotao Wang, Runyuan He, Yongwei Zhang, Sicong Liang, Xilin Liu, Yuchi Ma, Yixiang Fang

CoRR, March, 2025

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation.

Shu Wang, Yixiang Fang, Yingli Zhou, Xilin Liu, Yuchi Ma

CoRR, February, 2025

LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation.

Ziyao Zhang, Chong Wang, Yanlin Wang, Ensheng Shi, Yuchi Ma, Wanjun Zhong, Jiachi Chen, Mingzhi Mao, Zibin Zheng

Proc. ACM Softw. Eng., 2025

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models.

Yanlin Wang, Tianyue Jiang, Mingwei Liu, Jiachi Chen, Mingzhi Mao, Xilin Liu, Yuchi Ma, Zibin Zheng

Proc. ACM Softw. Eng., 2025

OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution.

Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng

Proc. ACM Softw. Eng., 2025

Smaller but Better: Self-Paced Knowledge Distillation for Lightweight yet Effective LCMs.

Yujia Chen, Yang Ye, Zhongqi Li, Yuchi Ma, Cuiyun Gao

Proc. ACM Softw. Eng., 2025

Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware.

Yujia Chen, Mingyu Chen, Cuiyun Gao, Zhihan Jiang, Zhongqi Li, Yuchi Ma

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

HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation.

Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

RLCoder: Reinforcement Learning for Repository-Level Code Completion.

Yanlin Wang, Yanli Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

2024

Revisiting Log Parsing: The Present, the Future, and the Uncertainties.

Zhijing Li, Qiuai Fu, Zhijun Huang, Jianbo Yu, Yiqian Li, Yuanhao Lai, Yuchi Ma

IEEE Trans. Reliab., September, 2024

On Efficient Large Sparse Matrix Chain Multiplication.

Chunxu Lin, Wensheng Luo, Yixiang Fang, Chenhao Ma, Xilin Liu, Yuchi Ma

Proc. ACM Manag. Data, 2024

RepoTransBench: A Real-World Benchmark for Repository-Level Code Translation.

Yanli Wang, Yanlin Wang, Suiquan Wang, Daya Guo, Jiachi Chen, John C. Grundy, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng

CoRR, 2024

Iterative Knowledge Distillation through Feedback-Driven Learning Cycles.

Yujia Chen, Yang Ye, Zhongqi Li, Yuchi Ma, Cuiyun Gao

CoRR, 2024

RLCoder: Reinforcement Learning for Repository-Level Code Completion.

Yanlin Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

CoRR, 2024

Towards more realistic evaluation of LLM-based code generation: an experimental study and beyond.

Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng

CoRR, 2024

CodeR: Issue Resolving with Multi-Agent and Task Graphs.

Dong Chen, Shaoxin Lin, Muhan Zeng, Daoguang Zan, Jian-Gang Wang, Anton Cheshkov, Jun Sun, Hao Yu, Guoliang Dong, Artem Aliev, Jie Wang, Xiao Cheng, Guangtai Liang, Yuchi Ma, Pan Bian, Tao Xie, Qianxiang Wang

CoRR, 2024

Fault Diagnosis for Test Alarms in Microservices through Multi-source Data.

Shenglin Zhang, Jun Zhu, Bowen Hao, Yongqian Sun, Xiaohui Nie, Jingwen Zhu, Xilin Liu, Xiaoqian Li, Yuchi Ma, Dan Pei

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

MRCA: Metric-level Root Cause Analysis for Microservices via Multi-Modal Data.

Yidan Wang, Zhouruixing Zhu, Qiuai Fu, Yuchi Ma, Pinjia He

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments.

Fang Liu, Zhenwei Liu, Qianhui Zhao, Jing Jiang, Li Zhang, Zian Sun, Ge Li, Zhongqi Li, Yuchi Ma

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention.

Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

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

Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection.

Boxi Yu, Jiayi Yao, Qiuai Fu, Zhiqing Zhong, Haotian Xie, Yaoliang Wu, Yuchi Ma, Pinjia He

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

Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach.

Yuchi Ma, Zhengwei Yang, Qunying Huang, Zhou Zhang

Remote. Sens., September, 2023

Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction.

Yuchi Ma, Zhengwei Yang, Zhou Zhang

IEEE Trans. Geosci. Remote. Sens., 2023

SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution.

Gengchen Mai, Ni Lao, Weiwei Sun, Yuchi Ma, Jiaming Song, Chenlin Meng, Hongxu Ma, Jinmeng Rao, Ziyuan Li, Stefano Ermon

CoRR, 2023

Hue: A User-Adaptive Parser for Hybrid Logs.

Junjielong Xu, Qiuai Fu, Zhouruixing Zhu, Yutong Cheng, Zhijing Li, Yuchi Ma, Pinjia He

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Robust Log-Based Anomaly Detection with Hierarchical Contrastive Learning.

Yuhui Zhao, Ruichun Yang, Ning Yang, Tao Lin, Qiuai Fu, Yuchi Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

Flame: A Centralized Cache Controller for Serverless Computing.

Yanan Yang, Laiping Zhao, Yiming Li, Shihao Wu, Yuechan Hao, Yuchi Ma, Keqiu Li

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Improving Spatial Disaggregation of Crop Yield by Incorporating Machine Learning with Multisource Data: A Case Study of Chinese Maize Yield.

Shuo Chen, Weihang Liu, Puyu Feng, Tao Ye, Yuchi Ma, Zhou Zhang

Remote. Sens., 2022

A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction.

Yuchi Ma, Zhou Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images.

Luwei Feng, Zhou Zhang, Yuchi Ma, Yazhou Sun, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck

IEEE Geosci. Remote. Sens. Lett., 2022

Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression.

Zeyu Cao, Yuchi Ma, Zhou Zhang

CoRR, 2022

PanGu-Coder: Program Synthesis with Function-Level Language Modeling.

Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu

CoRR, 2022

2021

Logistics cost control in food processing enterprises based on TD-ABC.

Xiaokun Wang, Tingxue Du, Yuchi Ma, Miao Yu

J. Comput. Methods Sci. Eng., 2021

A new attention-based CNN approach for crop mapping using time series Sentinel-2 images.

Yumiao Wang, Zhou Zhang, Luwei Feng, Yuchi Ma, Qingyun Du

Comput. Electron. Agric., 2021

An adaptive adversarial domain adaptation approach for corn yield prediction.

Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang

Comput. Electron. Agric., 2021

2020

A meta-feature based unified framework for both cold-start and warm-start explainable recommendations.

Ning Yang, Yuchi Ma, Li Chen, Philip S. Yu

World Wide Web, 2020

Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning.

Chen Sun, Luwei Feng, Zhou Zhang, Yuchi Ma, Trevor Crosby, Mack Naber, Yi Wang

Sensors, 2020

Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning.

Luwei Feng, Zhou Zhang, Yuchi Ma, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck

Remote. Sens., 2020

2019

Moving Object Detection and Tracking with Doppler LiDAR.

Yuchi Ma, John Anderson, Stephen Crouch, Jie Shan

Remote. Sens., 2019

Towards Uniform Point Density: Evaluation of an Adaptive Terrestrial Laser Scanner.

Qinghua Li, Yuchi Ma, John Anderson, James Curry, Jie Shan

Remote. Sens., 2019

2017

Predicting neighbor label distributions in dynamic heterogeneous information networks.

Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu

World Wide Web, 2017

Spatial and semantical label inference for social media - A cross-network data fusion approach.

Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu

Knowl. Inf. Syst., 2017

2016

Explicable Location Prediction Based on Preference Tensor Model.

Duoduo Zhang, Ning Yang, Yuchi Ma

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

2015

Predicting Neighbor Distribution in Heterogeneous Information Networks.

Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

2011

Searching Similar Trajectories in Real Time: An Effectiveness and Efficiency Study.

Yuchi Ma, Chunyan Qu, Tingting Liu, Ning Yang, Changjie Tang

Proceedings of the Web-Age Information Management, 2011