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Deng, Shumin
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1

Optimization Design of Predictive Response Based on Time Se..:

, In: 2024 Asia-Pacific Conference on Software Engineering, Social Network Analysis and Intelligent Computing (SSAIC),
Xue, Xianhui ; Deng, Shumin ; Wang, Yan - p. 237-241 , 2024
Link: https://doi.org/10.1109/..
 
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2

Construction and Applications of Billion-Scale Pre-Trained ..:

, In: 2023 IEEE 39th International Conference on Data Engineering (ICDE),
Deng, Shumin ; Wang, Chengming ; Li, Zhoubo... - p. 2988-3002 , 2023
Link: https://doi.org/10.1109/..
 
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3

Research on the Application of Computer Vision Based on Tar..:

, In: 2023 International Conference on Networking, Informatics and Computing (ICNETIC),
Zeng, Ye ; Wang, Yan ; Hu, Min. - p. 759-763 , 2023
Link: https://doi.org/10.1109/..
 
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4

From Sky to the Ground: A Large-scale Benchmark and Simple ..:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Guo, Yun ; Xiao, Xueyao ; Chang, Yi.. - p. 12063-12073 , 2023
Link: https://doi.org/10.1109/..
 
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5

Schema-aware Reference as Prompt Improves Data-Efficient Kn..:

, In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval,
Yao, Yunzhi ; Mao, Shengyu ; Zhang, Ningyu... - p. 911-921 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic ..:

, In: Proceedings of the ACM Web Conference 2022,
Chen, Xiang ; Zhang, Ningyu ; Xie, Xin... - p. 2778-2788 , 2022
Link: https://dl.acm.org/doi/1..
 
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7

Ontology-enhanced Prompt-tuning for Few-shot Learning:

, In: Proceedings of the ACM Web Conference 2022,
Ye, Hongbin ; Zhang, Ningyu ; Deng, Shumin... - p. 778-787 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

Hybrid Transformer with Multi-level Fusion for Multimodal K..:

, In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval,
Chen, Xiang ; Zhang, Ningyu ; Li, Lei... - p. 904-915 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

From Discrimination to Generation: Knowledge Graph Completi..:

, In: Companion Proceedings of the Web Conference 2022,
Xie, Xin ; Zhang, Ningyu ; Li, Zhoubo... - p. 162-165 , 2022
Link: https://dl.acm.org/doi/1..
 
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10

AliCG: Fine-grained and Evolvable Conceptual Graph Construc..:

, In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining,
Zhang, Ningyu ; Jia, QiangHuai ; Deng, Shumin... - p. 3895-3905 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

Disentangled Contrastive Learning for Learning Robust Textu..:

, In: Artificial Intelligence; Lecture Notes in Computer Science,
Chen, Xiang ; Xie, Xin ; Bi, Zhen... - p. 215-226 , 2021
Link: https://doi.org/10.1007/..
 
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12

Normal vs. Adversarial: Salience-based Analysis of Adversar..:

, In: The 10th International Joint Conference on Knowledge Graphs,
Li, Luoqiu ; Chen, Xiang ; Bi, Zhen... - p. 115-120 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

Text-Guided Legal Knowledge Graph Reasoning:

, In: Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction; Communications in Computer and Information Science,
Li, Luoqiu ; Bi, Zhen ; Ye, Hongbin... - p. 27-39 , 2021
Link: https://doi.org/10.1007/..
 
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14

On Robustness and Bias Analysis of BERT-Based Relation Extr..:

, In: Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction; Communications in Computer and Information Science,
Li, Luoqiu ; Chen, Xiang ; Ye, Hongbin... - p. 43-59 , 2021
Link: https://doi.org/10.1007/..
 
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15

Knowledge-Enhanced Collaborative Meta Learner for Long-Tail..:

, In: Knowledge Graph and Semantic Computing: Knowledge Graph and Cognitive Intelligence; Communications in Computer and Information Science,
Wen, Bo ; Deng, Shumin ; Chen, Huajun - p. 322-333 , 2021
Link: https://doi.org/10.1007/..
 
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