Search Results - "Lyu, Bohan"

Multiple-model polynomial regression and efficient algorithms for data analysis by Lyu, Bohan, Li, Jianzhong

“…This paper newly proposes a data analysis method using multiple-model p-order polynomial regression (MMPR), which separates given datasets into subsets and…”
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Survey of Medical Knowledge Graph Research and Application by Jiang, Chuanyu, Han, Xiangyu, Yang, Wenrui, Lyu, Bohan, Huang, Xiaoou, Xie, Xia, Gu, Yang

“…In the process of digitisation of medical data, choosing the right technology for efficient processing and accurate analysis of medical data is a common…”
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Convex-area-wise Linear Regression and Algorithms for Data Analysis by Lyu, Bohan, Li, Jianzhong

“…This paper introduces a new type of regression methodology named as Convex-Area-Wise Linear Regression(CALR), which separates given datasets by disjoint convex…”
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An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression by Lyu, Bohan, Li, Jianzhong

“…This paper introduces a new data analysis method for big data using a newly defined regression model named multiple model linear regression(MMLR), which…”
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Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation by Lyu, Bohan, Cao, Yadi, Watson-Parris, Duncan, Bergen, Leon, Berg-Kirkpatrick, Taylor, Yu, Rose

“…Large Language Models (LLMs) demonstrate promising capabilities in solving simple scientific problems but often produce hallucinations for complex ones. While…”
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Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks by Wu, Xiaoyu, Zhang, Jiaru, Hua, Yang, Lyu, Bohan, Wang, Hao, Song, Tao, Guan, Haibing

“…Few-shot fine-tuning of Diffusion Models (DMs) is a key advancement, significantly reducing training costs and enabling personalized AI applications. However,…”
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GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension by Lyu, Bohan, Cong, Xin, Yu, Heyang, Yang, Pan, Qin, Yujia, Ye, Yining, Lu, Yaxi, Zhang, Zhong, Yan, Yukun, Lin, Yankai, Liu, Zhiyuan, Sun, Maosong

“…While Large Language Models (LLMs) like ChatGPT and GPT-4 have demonstrated exceptional proficiency in natural language processing, their efficacy in…”
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MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks by Chen, Jiacheng, Liang, Tianhao, Siu, Sherman, Wang, Zhengqing, Wang, Kai, Wang, Yubo, Ni, Yuansheng, Zhu, Wang, Jiang, Ziyan, Lyu, Bohan, Jiang, Dongfu, He, Xuan, Liu, Yuan, Hu, Hexiang, Yue, Xiang, Chen, Wenhu

“…We present MEGA-Bench, an evaluation suite that scales multimodal evaluation to over 500 real-world tasks, to address the highly heterogeneous daily use cases…”
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VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation by He, Xuan, Jiang, Dongfu, Zhang, Ge, Ku, Max, Soni, Achint, Siu, Sherman, Chen, Haonan, Chandra, Abhranil, Jiang, Ziyan, Arulraj, Aaran, Wang, Kai, Do, Quy Duc, Ni, Yuansheng, Lyu, Bohan, Narsupalli, Yaswanth, Fan, Rongqi, Lyu, Zhiheng, Lin, Yuchen, Chen, Wenhu

“…The recent years have witnessed great advances in video generation. However, the development of automatic video metrics is lagging significantly behind. None…”
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