Published in International Conference on Learning Representations, 2025
Recommended citation: Xu, Jingwei; Lai, Junyu; Huang, Yunpeng;. (2025). Meteora: Multiple-tasks embedded lora for large language models. International Conference on Learning Representations
Published in arXiv preprint arXiv:2504.09925, 2025
Recommended citation: Liu, Zheng; Liu, Mengjie; Chen, Jingzhou; Xu, Jingwei; Cui, Bin; He, Conghui; Zhang, Wentao;. (2025). FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding. arXiv preprint arXiv:2504.09925
Published in 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS), 2024
Recommended citation: Xu, Jiahe; Xu, Jingwei; Chen, Taolue; Ma, Xiaoxing;. (2024). Symbolic Execution with Test Cases Generated by Large Language Models. 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS). pp. 228-237. IEEE
Published in arXiv preprint arXiv:2410.16197, 2024
Recommended citation: Gao, Hao; Wang, Jingyue; Fang, Wenyang; Xu, Jingwei; Huang, Yunpeng; Chen, Taolue; Ma, Xiaoxing;. (2024). LASER: Script Execution by Autonomous Agents for On-demand Traffic Simulation. arXiv preprint arXiv:2410.16197
Published in 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2023
Recommended citation: Li, Zenan; Zhang, Maorun; Xu, Jingwei; Yao, Yuan; Cao, Chun; Chen, Taolue; Ma, Xiaoxing; Lü, Jian;. (2023). Lightweight Approaches to DNN Regression Error Reduction: An Uncertainty Alignment Perspective. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE). pp. 1187-1199. IEEE
Published in arXiv preprint arXiv:2311.12351, 2023
Recommended citation: Huang, Yunpeng; Xu, Jingwei; Lai, Junyu; Jiang, Zixu; Chen, Taolue; Li, Zenan; Yao, Yuan; Ma, Xiaoxing; Yang, Lijuan; Chen, Hao;. (2023). Advancing transformer architecture in long-context large language models: A comprehensive survey. arXiv preprint arXiv:2311.12351
Published in Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022
Recommended citation: Wang, Sen; Sheng, Zhuheng; Xu, Jingwei; Chen, Taolue; Zhu, Junjun; Zhang, Shuhui; Yao, Yuan; Ma, Xiaoxing;. (2022). ADEPT: A testing platform for simulated autonomous driving. Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering. pp. 1-4
Published in Advances in Neural Information Processing Systems, 2022
Recommended citation: Xie, Jian; Xu, Jingwei; Wang, Guochang; Yao, Yuan; Li, Zenan; Cao, Chun; Tong, Hanghang;. (2022). A Deep Learning Dataloader with Shared Data Preparation. Advances in Neural Information Processing Systems. Vol. 35.0. pp. 17146-17156
Published in arXiv preprint arXiv:2103.12344, 2021
Recommended citation: Xu, JingWei; Zhu, Siyuan; Li, Zenan; Xu, Chang;. (2021). Joint distribution across representation space for out-of-distribution detection. arXiv preprint arXiv:2103.12344
Published in 42nd ACM/IEEE International Conference on Software Engineering (ICSE 2020), 2020
Recommended citation: Wang, Huiyan; Xu, Jingwei; Xu, Chang; Ma, Xiaoxing; Lu, Jian;. (2020). DISSECTOR: Input Validation for Deep Learning Applications by Crossing-layer Dissection. 42nd ACM/IEEE International Conference on Software Engineering (ICSE 2020)
Published in Proceedings of the 12th Asia-Pacific Symposium on Internetware, 2020
Recommended citation: Li, Qingping; Xu, Jingwei; Cao, Chun;. (2020). Scheduling distributed deep learning jobs in heterogeneous cluster with placement awareness. Proceedings of the 12th Asia-Pacific Symposium on Internetware. pp. 217-228
Published in Proceedings of the 2019 27th ACM Joint meeting on European software engineering conference and symposium on the foundations of software engineering, 2019
Recommended citation: Li, Zenan; Ma, Xiaoxing; Xu, Chang; Cao, Chun; Xu, Jingwei; Lü, Jian;. (2019). Boosting operational dnn testing efficiency through conditioning. Proceedings of the 2019 27th ACM Joint meeting on European software engineering conference and symposium on the foundations of software engineering. pp. 499-509
Published in Proceedings of the 11th Asia-Pacific Symposium on Internetware, 2019
Recommended citation: Wang, Yuehuan; Li, Zenan; Xu, Jingwei; Yu, Ping; Ma, Xiaoxing;. (2019). Fast robustness prediction for deep neural network. Proceedings of the 11th Asia-Pacific Symposium on Internetware. pp. 1-10
Published in Proceedings of the 10th Asia-Pacific Symposium on Internetware, 2018
Recommended citation: Zheng, Zhiwen; Wang, Liang; Xu, Jingwei; Wu, Tianheng; Wu, Simeng; Tao, Xianping;. (2018). Measuring and predicting the relevance ratings between floss projects using topic features. Proceedings of the 10th Asia-Pacific Symposium on Internetware. pp. 1-10
Published in Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2017
Recommended citation: Xu, Jingwei; Yao, Yuan; Tong, Hanghang; Tao, Xianping; Lu, Jian;. (2017). Hoorays: High-order optimization of rating distance for recommender systems. Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. pp. 525-534
Published in IEEE Transactions on Knowledge and Data Engineering, 2016
Recommended citation: Xu, Jingwei; Yao, Yuan; Tong, Hanghang; Tao, Xianping; Lu, Jian;. (2016). R a P are: A generic strategy for cold-start rating prediction problem. IEEE Transactions on Knowledge and Data Engineering. Vol. 29.0. No. 6.0. pp. 1296-1309. IEEE
Published in IJCAI, 2015
Recommended citation: Xu, Jingwei; Yao, Yuan; Tong, Hanghang; Tao, Xianping; Lu, Jian;. (2015). Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison.. IJCAI. pp. 3981-3987
Published in 2012 IEEE International Conference on Pervasive Computing and Communications, 2012
Recommended citation: Ye, Haibo; Gu, Tao; Zhu, Xiaorui; Xu, Jinwei; Tao, Xianping; Lu, Jian; Jin, Ning;. (2012). FTrack: Infrastructure-free floor localization via mobile phone sensing. 2012 IEEE International Conference on Pervasive Computing and Communications. pp. 2-10. IEEE
Published in 2011 6th International Conference on Pervasive Computing and Applications, 2011
Recommended citation: Ma, Jun; Wang, Liang; Xu, Jingwei; Tao, Xianping; Lu, Jian;. (2011). Artemis-FollowMe: An agent-based middleware for mobile context-aware applications. 2011 6th International Conference on Pervasive Computing and Applications. pp. 139-145. IEEE
Published in Proceedings of the Second Asia-Pacific Symposium on Internetware, 2010
Recommended citation: Jingwei, Xu; Liang, Wang; Xianping, Tao;. (2010). Building a real-world body area sensor network system. Proceedings of the Second Asia-Pacific Symposium on Internetware. pp. 1-4