Jingwei Xu

According to our database, Jingwei Xu authored at least 27 papers between 2010 and 2024.

Collaborative distances:

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

2024

LASER: Script Execution by Autonomous Agents for On-demand Traffic Simulation.

Hao Gao, Jingyue Wang, Wenyang Fang, Jingwei Xu, Yunpeng Huang, Taolue Chen, Xiaoxing Ma

CoRR, 2024

Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines.

Junyu Lai, Jiahe Xu, Yao Yang, Yunpeng Huang, Chun Cao, Jingwei Xu

CoRR, 2024

MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models.

Jingwei Xu, Junyu Lai, Yunpeng Huang

CoRR, 2024

Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models.

Yunpeng Huang, Yaonan Gu, Jingwei Xu, Zhihong Zhu, Zhaorun Chen, Xiaoxing Ma

CoRR, 2024

Symbolic Execution with Test Cases Generated by Large Language Models.

Jiahe Xu, Jingwei Xu, Taolue Chen, Xiaoxing Ma

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

Programmable and Semantic Connector for DNN Component Integration: a Software Engineering Perspective.

Jingwei Xu, Zihan Zeng

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

2023

Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey.

Yunpeng Huang, Jingwei Xu, Zixu Jiang, Junyu Lai, Zenan Li, Yuan Yao, Taolue Chen, Lijuan Yang, Zhou Xin, Xiaoxing Ma

CoRR, 2023

Neuro-symbolic Learning Yielding Logical Constraints.

Zenan Li, Yunpeng Huang, Zhaoyu Li, Yuan Yao, Jingwei Xu, Taolue Chen, Xiaoxing Ma, Jian Lu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Data Quality Matters: A Case Study of Obsolete Comment Detection.

Shengbin Xu, Yuan Yao, Feng Xu, Tianxiao Gu, Jingwei Xu, Xiaoxing Ma

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

Lightweight Approaches to DNN Regression Error Reduction: An Uncertainty Alignment Perspective.

Zenan Li, Maorun Zhang, Jingwei Xu, Yuan Yao, Chun Cao, Taolue Chen, Xiaoxing Ma, Jian Lu

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

Learning with Logical Constraints but without Shortcut Satisfaction.

Zenan Li, Zehua Liu, Yuan Yao, Jingwei Xu, Taolue Chen, Xiaoxing Ma, Jian Lü

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Softened Symbol Grounding for Neuro-symbolic Systems.

Zenan Li, Yuan Yao, Taolue Chen, Jingwei Xu, Chun Cao, Xiaoxing Ma, Jian Lü

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

A Deep Learning Dataloader with Shared Data Preparation.

Jian Xie, Jingwei Xu, Guochang Wang, Yuan Yao, Zenan Li, Chun Cao, Hanghang Tong

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity.

Guanhong Tao, Qiuling Xu, Yingqi Liu, Guangyu Shen, Shengwei An, Jingwei Xu, Xiangyu Zhang, Yuan Yao

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

ADEPT: A Testing Platform for Simulated Autonomous Driving.

Sen Wang, Zhuheng Sheng, Jingwei Xu, Taolue Chen, Junjun Zhu, Shuhui Zhang, Yuan Yao, Xiaoxing Ma

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

Joint Distribution across Representation Space for Out-of-Distribution Detection.

Jingwei Xu, Siyuan Zhu, Zenan Li, Chang Xu

CoRR, 2021

2020

Predicted Robustness as QoS for Deep Neural Network Models.

Yue-Huan Wang, Zenan Li, Jingwei Xu, Ping Yu, Taolue Chen, Xiaoxing Ma

J. Comput. Sci. Technol., 2020

Operational calibration: debugging confidence errors for DNNs in the field.

Zenan Li, Xiaoxing Ma, Chang Xu, Jingwei Xu, Chun Cao, Jian Lu

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Scheduling Distributed Deep Learning Jobs in Heterogeneous Cluster with Placement Awareness.

Qingping Li, Jingwei Xu, Chun Cao

Proceedings of the Internetware'20: 12th Asia-Pacific Symposium on Internetware, 2020

Dissector: input validation for deep learning applications by crossing-layer dissection.

Huiyan Wang, Jingwei Xu, Chang Xu, Xiaoxing Ma, Jian Lu

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

Boosting operational DNN testing efficiency through conditioning.

Zenan Li, Xiaoxing Ma, Chang Xu, Chun Cao, Jingwei Xu, Jian Lü

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Fast Robustness Prediction for Deep Neural Network.

Yue-Huan Wang, Zenan Li, Jingwei Xu, Ping Yu, Xiaoxing Ma

Proceedings of the Internetware '19: The 11th Asia-Pacific Symposium on Internetware, 2019

2018

Measuring and Predicting the Relevance Ratings between FLOSS Projects using Topic Features.

Zhiwen Zheng, Liang Wang, Jingwei Xu, Tianheng Wu, Simeng Wu, Xianping Tao

Proceedings of the Tenth Asia-Pacific Symposium on Internetware, 2018

2017

RaPare: A Generic Strategy for Cold-Start Rating Prediction Problem.

Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu

IEEE Trans. Knowl. Data Eng., 2017

HoORaYs: High-order Optimization of Rating Distance for Recommender Systems.

Jingwei Xu, Yuan Yao, Hanghang Tong, Xianping Tao, Jian Lu

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015

Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison.

Jingwei Xu, Yuan Yao, Hanghang Tong, XianPing Tao, Jian Lu

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2010

Building a real-world body area sensor network system.

Jingwei Xu, Liang Wang, Xianping Tao

Proceedings of the Second Asia-Pacific Symposium on Internetware, 2010