Yuchi Ma

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 33

Top Topics

Hyperspectral Images

Remotely Sensed

Heterogeneous Information Networks

Code Generation

Top Venues

Comput. Electron. Agric.

Publications

Yanlin Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
RLCoder: Reinforcement Learning for Repository-Level Code Completion. CoRR (2024)
Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention. CoRR (2024)
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
CodeR: Issue Resolving with Multi-Agent and Task Graphs. CoRR (2024)
Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng
Towards more realistic evaluation of LLM-based code generation: an experimental study and beyond. CoRR (2024)
Shenglin Zhang, Jun Zhu, Bowen Hao, Yongqian Sun, Xiaohui Nie, Jingwen Zhu, Xilin Liu, Xiaoqian Li, Yuchi Ma, Dan Pei
Fault Diagnosis for Test Alarms in Microservices through Multi-source Data. SIGSOFT FSE Companion (2024)
Hao Yu, Bo Shen, Dezhi Ran, Jiaxin Zhang, Qi Zhang, Yuchi Ma, Guangtai Liang, Ying Li, Qianxiang Wang, Tao Xie
CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models. ICSE (2024)
Chunxu Lin, Wensheng Luo, Yixiang Fang, Chenhao Ma, Xilin Liu, Yuchi Ma
On Efficient Large Sparse Matrix Chain Multiplication. Proc. ACM Manag. Data 2 (3) (2024)
Boxi Yu, Jiayi Yao, Qiuai Fu, Zhiqing Zhong, Haotian Xie, Yaoliang Wu, Yuchi Ma, Pinjia He
Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection. ICSE (2024)
Yuchi Ma, Zhengwei Yang, Qunying Huang, Zhou Zhang
Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach. Remote. Sens. 15 (18) (2023)
Gengchen Mai, Ni Lao, Weiwei Sun, Yuchi Ma, Jiaming Song, Chenlin Meng, Hongxu Ma, Jinmeng Rao, Ziyuan Li, Stefano Ermon
SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution. CoRR (2023)
Xiaoyu Wang, Yuchi Ma, Qunying Huang, Zhengwei Yang, Zhou Zhang
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning. CoRR (2023)
Yuchi Ma, Zhengwei Yang, Zhou Zhang
Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hao Yu, Bo Shen, Dezhi Ran, Jiaxin Zhang, Qi Zhang, Yuchi Ma, Guangtai Liang, Ying Li, Tao Xie, Qianxiang Wang
CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models. CoRR (2023)
Yanan Yang, Laiping Zhao, Yiming Li, Shihao Wu, Yuechan Hao, Yuchi Ma, Keqiu Li
Flame: A Centralized Cache Controller for Serverless Computing. ASPLOS (4) (2023)
Junjielong Xu, Qiuai Fu, Zhouruixing Zhu, Yutong Cheng, Zhijing Li, Yuchi Ma, Pinjia He
Hue: A User-Adaptive Parser for Hybrid Logs. CoRR (2023)
Yuhui Zhao, Ruichun Yang, Ning Yang, Tao Lin, Qiuai Fu, Yuchi Ma
Robust Log-Based Anomaly Detection with Hierarchical Contrastive Learning. ICASSP (2023)
Junjielong Xu, Qiuai Fu, Zhouruixing Zhu, Yutong Cheng, Zhijing Li, Yuchi Ma, Pinjia He
Hue: A User-Adaptive Parser for Hybrid Logs. ESEC/SIGSOFT FSE (2023)
Luwei Feng, Zhou Zhang, Yuchi Ma, Yazhou Sun, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck
Multitask Learning of Alfalfa Nutritive Value From UAV-Based Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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
PanGu-Coder: Program Synthesis with Function-Level Language Modeling. CoRR (2022)
Shuo Chen, Weihang Liu, Puyu Feng, Tao Ye, Yuchi Ma, Zhou Zhang
Improving Spatial Disaggregation of Crop Yield by Incorporating Machine Learning with Multisource Data: A Case Study of Chinese Maize Yield. Remote. Sens. 14 (10) (2022)
Zeyu Cao, Yuchi Ma, Zhou Zhang
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression. CoRR (2022)
Yuchi Ma, Zhou Zhang
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xiaokun Wang, Tingxue Du, Yuchi Ma, Miao Yu
Logistics cost control in food processing enterprises based on TD-ABC. J. Comput. Methods Sci. Eng. 21 (6) (2021)
Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang
An adaptive adversarial domain adaptation approach for corn yield prediction. Comput. Electron. Agric. 187 (2021)
Yumiao Wang, Zhou Zhang, Luwei Feng, Yuchi Ma, Qingyun Du
A new attention-based CNN approach for crop mapping using time series Sentinel-2 images. Comput. Electron. Agric. 184 (2021)
Luwei Feng, Zhou Zhang, Yuchi Ma, Qingyun Du, Parker Williams, Jessica L. Drewry, Brian D. Luck
Alfalfa Yield Prediction Using UAV-Based Hyperspectral Imagery and Ensemble Learning. Remote. Sens. 12 (12) (2020)
Ning Yang, Yuchi Ma, Li Chen, Philip S. Yu
A meta-feature based unified framework for both cold-start and warm-start explainable recommendations. World Wide Web 23 (1) (2020)
Chen Sun, Luwei Feng, Zhou Zhang, Yuchi Ma, Trevor Crosby, Mack Naber, Yi Wang
Prediction of End-Of-Season Tuber Yield and Tuber Set in Potatoes Using In-Season UAV-Based Hyperspectral Imagery and Machine Learning. Sensors 20 (18) (2020)
Yuchi Ma, John Anderson, Stephen Crouch, Jie Shan
Moving Object Detection and Tracking with Doppler LiDAR. Remote. Sens. 11 (10) (2019)
Qinghua Li, Yuchi Ma, John Anderson, James Curry, Jie Shan
Towards Uniform Point Density: Evaluation of an Adaptive Terrestrial Laser Scanner. Remote. Sens. 11 (7) (2019)
Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
Predicting neighbor label distributions in dynamic heterogeneous information networks. World Wide Web 20 (6) (2017)
Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu
Spatial and semantical label inference for social media - A cross-network data fusion approach. Knowl. Inf. Syst. 53 (1) (2017)
Duoduo Zhang, Ning Yang, Yuchi Ma
Explicable Location Prediction Based on Preference Tensor Model. WAIM (1) (2016)
Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu
Predicting Neighbor Distribution in Heterogeneous Information Networks. SDM (2015)
Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu
Predicting Neighbor Distribution in Heterogeneous Information Networks. CoRR (2015)
Yuchi Ma, Chunyan Qu, Tingting Liu, Ning Yang, Changjie Tang
Searching Similar Trajectories in Real Time: An Effectiveness and Efficiency Study. WAIM Workshops (2011)