Zobrazeno 1 - 10
of 194
pro vyhledávání: '"Huang Tianhao"'
Deep learning models for NLP tasks are prone to variants of privacy attacks. To prevent privacy leakage, researchers have investigated word-level perturbations, relying on the formal guarantees of differential privacy (DP) in the embedding space. How
Externí odkaz:
http://arxiv.org/abs/2410.08027
Currently, attention mechanisms have garnered increasing attention in Graph Neural Networks (GNNs), such as Graph Attention Networks (GATs) and Graph Transformers (GTs). It is not only due to the commendable boost in performance they offer but also i
Externí odkaz:
http://arxiv.org/abs/2410.06950
Concept Bottleneck Models (CBMs) have garnered increasing attention due to their ability to provide concept-based explanations for black-box deep learning models while achieving high final prediction accuracy using human-like concepts. However, the t
Externí odkaz:
http://arxiv.org/abs/2406.18992
Autor:
Ali, Muhammad Asif, Li, Zhengping, Yang, Shu, Cheng, Keyuan, Cao, Yang, Huang, Tianhao, Hu, Guimin, Lyu, Weimin, Hu, Lijie, Yu, Lu, Wang, Di
Large Language Models (LLMs) have shown exceptional abilities for multiple different natural language processing tasks. While prompting is a crucial tool for LLM inference, we observe that there is a significant cost associated with exceedingly lengt
Externí odkaz:
http://arxiv.org/abs/2404.00489
Next Point-of-Interests (POIs) recommendation task aims to provide a dynamic ranking of POIs based on users' current check-in trajectories. The recommendation performance of this task is contingent upon a comprehensive understanding of users' persona
Externí odkaz:
http://arxiv.org/abs/2403.12100
Autor:
Xu, Cheng, Hou, Xiaofeng, Liu, Jiacheng, Li, Chao, Huang, Tianhao, Zhu, Xiaozhi, Niu, Mo, Sun, Lingyu, Tang, Peng, Xu, Tongqiao, Cheng, Kwang-Ting, Guo, Minyi
The explosive growth of various types of big data and advances in AI technologies have catalyzed a new type of workloads called multi-modal DNNs. Multi-modal DNNs are capable of interpreting and reasoning about information from multiple modalities, m
Externí odkaz:
http://arxiv.org/abs/2212.01241
Publikováno v:
In Ocean Engineering 1 October 2024 309 Part 1
Publikováno v:
In Ocean Engineering 1 January 2024 291
Autor:
Qi, Jiawei, Liu, Weiqi, Huang, Tianhao, Bai, Peiyao, Wei, Shilin, Yang, Chuangchuang, Kong, Xiao, Xu, Lang
Publikováno v:
In Chemical Engineering Science 5 October 2023 280