Zobrazeno 1 - 10
of 2 388
pro vyhledávání: '"Wang, Zilong"'
Autor:
Wang, Zilong, Chen, Nan, Qiu, Luna K., Yue, Ling, Guo, Geli, Ou, Yang, Jiang, Shiqi, Yang, Yuqing, Qiu, Lili
In recent years, the rapid aging of the global population has led to an increase in cognitive disorders, such as Alzheimer's disease, presenting significant public health challenges. Although no effective treatments currently exist to reverse Alzheim
Externí odkaz:
http://arxiv.org/abs/2410.19733
Automatic subphenotyping from electronic health records (EHRs)provides numerous opportunities to understand diseases with unique subgroups and enhance personalized medicine for patients. However, existing machine learning algorithms either focus on s
Externí odkaz:
http://arxiv.org/abs/2410.13217
Machine unlearning (MU) is becoming a promising paradigm to achieve the "right to be forgotten", where the training trace of any chosen data points could be eliminated, while maintaining the model utility on general testing samples after unlearning.
Externí odkaz:
http://arxiv.org/abs/2410.06446
Autor:
Chen, Si-An, Miculicich, Lesly, Eisenschlos, Julian Martin, Wang, Zifeng, Wang, Zilong, Chen, Yanfei, Fujii, Yasuhisa, Lin, Hsuan-Tien, Lee, Chen-Yu, Pfister, Tomas
Recent advancements in language models (LMs) have notably enhanced their ability to reason with tabular data, primarily through program-aided mechanisms that manipulate and analyze tables. However, these methods often require the entire table as inpu
Externí odkaz:
http://arxiv.org/abs/2410.04739
Large language models (LLMs) augmented with external data have demonstrated remarkable capabilities in completing real-world tasks. Techniques for integrating external data into LLMs, such as Retrieval-Augmented Generation (RAG) and fine-tuning, are
Externí odkaz:
http://arxiv.org/abs/2409.14924
In this letter, the maximization of resistible jamming power is studied for multi-user downlink millimeter-wave cell-free multiple-input-multiple-output (CF-MIMO) systems. We propose an alternate optimization-based anti-jamming hybrid beamforming (AO
Externí odkaz:
http://arxiv.org/abs/2409.13261
As Large Language Models (LLMs) are increasingly being deployed in safety-critical applications, their vulnerability to potential jailbreaks -- malicious prompts that can disable the safety mechanism of LLMs -- has attracted growing research attentio
Externí odkaz:
http://arxiv.org/abs/2408.03603
Autor:
Wang, Zilong, Cui, Yuedong, Zhong, Li, Zhang, Zimin, Yin, Da, Lin, Bill Yuchen, Shang, Jingbo
Office automation significantly enhances human productivity by automatically finishing routine tasks in the workflow. Beyond the basic information extraction studied in much of the prior document AI literature, the office automation research should b
Externí odkaz:
http://arxiv.org/abs/2407.19056
Autor:
Wang, Zilong, Wang, Zifeng, Le, Long, Zheng, Huaixiu Steven, Mishra, Swaroop, Perot, Vincent, Zhang, Yuwei, Mattapalli, Anush, Taly, Ankur, Shang, Jingbo, Lee, Chen-Yu, Pfister, Tomas
Retrieval augmented generation (RAG) combines the generative abilities of large language models (LLMs) with external knowledge sources to provide more accurate and up-to-date responses. Recent RAG advancements focus on improving retrieval outcomes th
Externí odkaz:
http://arxiv.org/abs/2407.08223
Autor:
Liu, Chen, Xu, Ke, Shen, Liangbo L., Huguet, Guillaume, Wang, Zilong, Tong, Alexander, Bzdok, Danilo, Stewart, Jay, Wang, Jay C., Del Priore, Lucian V., Krishnaswamy, Smita
Advances in medical imaging technologies have enabled the collection of longitudinal images, which involve repeated scanning of the same patients over time, to monitor disease progression. However, predictive modeling of such data remains challenging
Externí odkaz:
http://arxiv.org/abs/2406.14794