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ORCIDYuchi Ma
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2020 – today
- 2024
[j17]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): 156 (2024)- [j16]Zhijing Li, Qiuai Fu, Zhijun Huang, Jianbo Yu, Yiqian Li, Yuanhao Lai, Yuchi Ma:
Revisiting Log Parsing: The Present, the Future, and the Uncertainties. IEEE Trans. Reliab. 73(3): 1459-1472 (2024) - [c10]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: 35:1-35:13 - [c9]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: 37:1-37:12 - [c8]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. ISSTA 2024: 1073-1085 - [c7]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: 115-125 - [i13]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 abs/2406.01304 (2024) - [i12]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 abs/2406.06918 (2024) - [i11]Yanlin Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng:
RLCoder: Reinforcement Learning for Repository-Level Code Completion. CoRR abs/2407.19487 (2024) - [i10]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 abs/2407.20042 (2024) - [i9]Yujia Chen, Yang Ye, Zhongqi Li, Yuchi Ma, Cuiyun Gao:
Iterative Knowledge Distillation through Feedback-Driven Learning Cycles. CoRR abs/2408.03680 (2024) - [i8]Yanlin Wang, Wanjun Zhong, Yanxian Huang, Ensheng Shi, Min Yang, Jiachi Chen, Hui Li, Yuchi Ma, Qianxiang Wang, Zibin Zheng:
Agents in Software Engineering: Survey, Landscape, and Vision. CoRR abs/2409.09030 (2024) - [i7]Fang Liu, Zhenwei Liu, Qianhui Zhao, Jing Jiang, Li Zhang, Ge Li, Zian Sun, Zhongqi Li, Yuchi Ma:
FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments. CoRR abs/2410.21285 (2024) - 2023
- [j15]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): 4562 (2023) - [j14]Yuchi Ma, Zhengwei Yang, Zhou Zhang:
Multisource Maximum Predictor Discrepancy for Unsupervised Domain Adaptation on Corn Yield Prediction. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c6]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: 153-168 - [c5]Yuhui Zhao, Ruichun Yang, Ning Yang, Tao Lin, Qiuai Fu, Yuchi Ma:
Robust Log-Based Anomaly Detection with Hierarchical Contrastive Learning. ICASSP 2023: 1-5 - [c4]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: 413-424 - [i6]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 abs/2302.00288 (2023) - [i5]Junjielong Xu, Qiuai Fu, Zhouruixing Zhu, Yutong Cheng, Zhijing Li, Yuchi Ma, Pinjia He:
Hue: A User-Adaptive Parser for Hybrid Logs. CoRR abs/2308.07085 (2023) - [i4]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 abs/2310.00413 (2023) - 2022
- [j13]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: 1-5 (2022) - [j12]Yuchi Ma, Zhou Zhang:
A Bayesian Domain Adversarial Neural Network for Corn Yield Prediction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j11]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): 2340 (2022) - [i3]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 abs/2207.11280 (2022) - [i2]Zeyu Cao, Yuchi Ma, Zhou Zhang:
Corn Yield Prediction based on Remotely Sensed Variables Using Variational Autoencoder and Multiple Instance Regression. CoRR abs/2211.13286 (2022) - 2021
- [j10]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: 106090 (2021) - [j9]Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang:
An adaptive adversarial domain adaptation approach for corn yield prediction. Comput. Electron. Agric. 187: 106314 (2021) - [j8]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): 1627-1646 (2021) - 2020
- [j7]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): 2028 (2020) - [j6]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): 5293 (2020) - [j5]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): 241-265 (2020)
2010 – 2019
- 2019
- [j4]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): 880 (2019) - [j3]Yuchi Ma, John Anderson, Stephen Crouch, Jie Shan:
Moving Object Detection and Tracking with Doppler LiDAR. Remote. Sens. 11(10): 1154 (2019) - 2017
- [j2]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): 153-177 (2017) - [j1]Yuchi Ma, Ning Yang, Lei Zhang, Philip S. Yu:
Predicting neighbor label distributions in dynamic heterogeneous information networks. World Wide Web 20(6): 1269-1291 (2017) - 2016
- [c3]Duoduo Zhang, Ning Yang, Yuchi Ma:
Explicable Location Prediction Based on Preference Tensor Model. WAIM (1) 2016: 205-216 - 2015
- [c2]Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu:
Predicting Neighbor Distribution in Heterogeneous Information Networks. SDM 2015: 784-791 - [i1]Yuchi Ma, Ning Yang, Chuan Li, Lei Zhang, Philip S. Yu:
Predicting Neighbor Distribution in Heterogeneous Information Networks. CoRR abs/1506.01760 (2015) - 2011
- [c1]Yuchi Ma, Chunyan Qu, Tingting Liu, Ning Yang, Changjie Tang:
Searching Similar Trajectories in Real Time: An Effectiveness and Efficiency Study. WAIM Workshops 2011: 90-102
Coauthor Index
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