Jia Wang
Xi'an Jiaotong University
7 Papers
5 Citations
Jia Wang is an academic researcher from Xi'an Jiaotong University. The author has contributed to research in topics: Throughput & Gene mutation. The author has an hindex of 3, co-authored 3 publications.
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Papers
Microbial microdroplet culture system (MMC): an integrated platform for automated, high-throughput microbial cultivation and adaptive evolution
TL;DR: The development of a microbial microdroplet culture system (MMC), which is an integrated platform for automated, high–throughput cultivation and adaptive evolution of microorganisms, and demonstrated that the MMC yielded both accurate and reproducible results for the manipulation and detection of droplets.
Automated Microbial Cultivation and Adaptive Evolution using Microbial Microdroplet Culture System (MMC).
TL;DR: An automated Microbial Microdroplet Culture system (MMC) was successfully developed based on droplet microfluidic technology, achieving the integration of functions such as inoculation, cultivation, online monitoring, sub-cultivation, sorting, and sampling required by the process of microbial droplet cultivation.
1
Efficient and Stealthy Jailbreak Attacks via Adversarial Prompt Distillation from LLMs to SLMs
Xiang Li,Chong Zhang,Jia Wang,Yushi Li,Xiaobo Jin +4 more
TL;DR: Researchers introduce Adversarial Prompt Distillation, a framework that distills large language model (LLM) jailbreaking capabilities into smaller language models (SLMs), enabling efficient, robust, and versatile jailbreak attacks with high success rates.
1
Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning
TL;DR: This study proposes CRAGRU, a novel framework leveraging Retrieval-Augmented Generation (RAG) for efficient, user-specific unlearning in recommender systems, mitigating bias while preserving recommendation quality, and outperforming traditional methods in three public datasets.
Empowering a Methanol-Dependent Escherichia coli via Adaptive Evolution Using a High-Throughput Microbial Microdroplet Culture System.
TL;DR: The feasibility of using MMC platform to empower the target strain with specific requirements in a manner of labor, time efficiency, and directed evolution is demonstrated.