Search Results for author: Zhichao Lei

Found 4 papers, 2 papers with code

MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning

1 code implementation4 Nov 2023 Bingchang Liu, Chaoyu Chen, Cong Liao, Zi Gong, Huan Wang, Zhichao Lei, Ming Liang, Dajun Chen, Min Shen, Hailian Zhou, Hang Yu, Jianguo Li

Code LLMs have emerged as a specialized research field, with remarkable studies dedicated to enhancing model's coding capabilities through fine-tuning on pre-trained models.

Multi-Task Learning

BALANCE: Bayesian Linear Attribution for Root Cause Localization

1 code implementation31 Jan 2023 Chaoyu Chen, Hang Yu, Zhichao Lei, Jianguo Li, Shaokang Ren, Tingkai Zhang, Silin Hu, Jianchao Wang, Wenhui Shi

In particular, we propose BALANCE (BAyesian Linear AttributioN for root CausE localization), which formulates the problem of RCA through the lens of attribution in XAI and seeks to explain the anomalies in the target KPIs by the behavior of the candidate root causes.

Explainable Artificial Intelligence (XAI) Fault Detection +2

Eye in the Sky: Drone-Based Object Tracking and 3D Localization

no code implementations18 Oct 2019 Haotian Zhang, Gaoang Wang, Zhichao Lei, Jenq-Neng Hwang

Drones, or general UAVs, equipped with a single camera have been widely deployed to a broad range of applications, such as aerial photography, fast goods delivery and most importantly, surveillance.

drone-based object tracking Multi-Object Tracking +3

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