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Dongsheng Li
Dongsheng Li
Microsoft Research Asia
microsoft.com의 이메일 확인됨 - 홈페이지
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Hugginggpt: Solving ai tasks with chatgpt and its friends in huggingface
Y Shen, K Song, X Tan, D Li, W Lu, Y Zhuang
Advances in Neural Information Processing Systems 36, 2023
10452023
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
X Li, R Zhu, Y Cheng, C Shan, S Luo, D Li, W Qian
Proceedings of the 39th International Conference on Machine Learning (ICML '22), 2022
2222022
Cross-modal ambiguity learning for multimodal fake news detection
Y Chen, D Li, P Zhang, J Sui, Q Lv, L Tun, L Shang
Proceedings of the ACM web conference 2022, 2897-2905, 2022
2152022
Fault Prediction and Diagnosis of Wind Turbine Generators Using SCADA Data
Yingying Zhao, Dongsheng Li, Ao Dong, Dahai Kang, Qin Lv, Li Shang
Energies 10 (8), 2017
1562017
An algorithm for efficient privacy-preserving item-based collaborative filtering
D Li, C Chen, Q Lv, L Shang, Y Zhao, T Lu, N Gu
Future Generation Computer Systems 55, 311-320, 2016
1382016
Longllmlingua: Accelerating and enhancing llms in long context scenarios via prompt compression
H Jiang, Q Wu, X Luo, D Li, CY Lin, Y Yang, L Qiu
arXiv preprint arXiv:2310.06839, 2023
1372023
Invariant information bottleneck for domain generalization
B Li, Y Shen, Y Wang, W Zhu, D Li, K Keutzer, H Zhao
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7399-7407, 2022
1102022
How powerful is graph convolution for recommendation?
Y Shen, Y Wu, Y Zhang, C Shan, J Zhang, BK Letaief, D Li
Proceedings of the 30th ACM international conference on information …, 2021
1092021
Learning invariant representations and risks for semi-supervised domain adaptation
B Li, Y Wang, S Zhang, D Li, K Keutzer, T Darrell, H Zhao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1032021
Interest-based real-time content recommendation in online social communities
D Li, Q Lv, X Xie, L Shang, H Xia, T Lu, N Gu
Knowledge-based systems 28, 1-12, 2012
792012
Reinforcement learning enhanced explainer for graph neural networks
C Shan, Y Shen, Y Zhang, X Li, D Li
Advances in Neural Information Processing Systems 34, 22523-22533, 2021
772021
Large language models empowered autonomous edge AI for connected intelligence
Y Shen, J Shao, X Zhang, Z Lin, H Pan, D Li, J Zhang, KB Letaief
IEEE Communications Magazine, 2024
742024
Energy-based open-world uncertainty modeling for confidence calibration
Y Wang, B Li, T Che, K Zhou, Z Liu, D Li
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
662021
Providing computation services with privacy
SM Chu, T Enders, DS Li, P Srivastava, J Yan, T Yoshioka
US Patent 10,333,715, 2019
642019
Efficient privacy-preserving content recommendation for online social communities
Dongsheng Li, Qin Lv, Li Shang, Ning Gu
Neurocomputing 219, 440–454, 2017
592017
DiffusionNER: Boundary Diffusion for Named Entity Recognition
Y Shen, K Song, X Tan, D Li, W Lu, Y Zhuang
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
572023
WEMAREC: Accurate and scalable recommendation through weighted and ensemble matrix approximation
C Chen, D Li, Y Zhao, Q Lv, L Shang
Proceedings of the 38th international ACM SIGIR conference on research and …, 2015
572015
Hierarchical Anomaly Detection and Multimodal Classification in Large-Scale Photovoltaic Systems
Yingying Zhao, Qi Liu, Dongsheng Li, Dahai Kang, Qin Lv, Li Shang
IEEE Transactions on Sustainable Energy, 2018
552018
Bootstrapped transformer for offline reinforcement learning
K Wang, H Zhao, X Luo, K Ren, W Zhang, D Li
The 36th Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
522022
Low-rank matrix approximation with stability
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Proceedings of the 33rd International Conference on Machine Learning, 2016
522016
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학술자료 1–20