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AQLoRA: An Adaptive Quantization-Based Efficient Fine-Tuning Method for LLMs
Conference paper
Huang, Xingchen, Huo, Yujia, Wong, Derek F., Wang, Yao, Cai, Liqiong, Jiang, Yonghong. AQLoRA: An Adaptive Quantization-Based Efficient Fine-Tuning Method for LLMs[C]:Springer Science and Business Media Deutschland GmbH, 2025, 268-280.
Authors:
Huang, Xingchen
;
Huo, Yujia
;
Wong, Derek F.
;
Wang, Yao
;
Cai, Liqiong
; et al.
Favorite
|
TC[Scopus]:
0
|
Submit date:2025/01/22
Fine-tuning
Large Language Model
Lora
AQLoRA: An Adaptive Quantization-based Efficient Fine-tuning Method for LLMs
Conference paper
Xingchen Huang, Yujia Huo, Derek F. Wong, Yao Wang, Liqiong Cai, Yonghong Jiang. AQLoRA: An Adaptive Quantization-based Efficient Fine-tuning Method for LLMs[C], 2024.
Authors:
Xingchen Huang
;
Yujia Huo
;
Derek F. Wong
;
Yao Wang
;
Liqiong Cai
; et al.
Favorite
|
|
Submit date:2024/08/30
AFEPack: A General-Purpose C++ Library for Numerical Solutions of Partial Differential Equations
Journal article
CAI ZHENNING, CHEN YUN, DI YANA, HU GUANGHUI, LI RUO, LIU WENBIN, WANG HEYU, YANG FANYI, YAO CHENGBAO, ZHAN HONGFEI. AFEPack: A General-Purpose C++ Library for Numerical Solutions of Partial Differential Equations[J]. Communications in Computational Physics, 2024, 36(1), 274-318.
Authors: ; et al.
Favorite
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IF:
2.6
/
2.9
|
Submit date:2024/08/31
AFEPack: A General-Purpose C++ Library for Numerical Solutions of Partial Differential Equations
Journal article
Cai, Zhenning, Chen, Yun, Di, Yana, Hu, Guanghui, Li, Ruo, Liu, Wenbin, Wang, Heyu, Yang, Fanyi, Yao, Chengbao, Zhan, Hongfei. AFEPack: A General-Purpose C++ Library for Numerical Solutions of Partial Differential Equations[J]. Communications in Computational Physics, 2024, 36(1), 274-318.
Authors:
Cai, Zhenning
;
Chen, Yun
;
Di, Yana
;
Hu, Guanghui
;
Li, Ruo
; et al.
Favorite
|
TC[WOS]:
1
TC[Scopus]:
1
IF:
2.6
/
2.9
|
Submit date:2024/09/03
Afepack
C++++ Library
Partial Differential Equations
Scientific/engineering Computing
Software
Prevalence of subthreshold depression and its related factors in Chinese college students: A cross-sectional study
Journal article
Ge, Pu, Tan, Cheng, Liu, Jia xin, Cai, Qiong, Zhao, Si qi, Hong, Wen ying, Liu, Kun meng, Qi, Jia le, Hu, Chen, Yu, Wen li, Li, Yi miao, You, Yuan, Guo, Jin han, Hao, Ming yan, Chen, Yang, Pan, Lu tong, Liu, Di yue, Yan, Meng yao, Zhang, Jin zi, Li, Qi yu, Sun, Bo ya, Han, Xiao, Mo, Fuer, Wu, Yi bo, Bian, Ying. Prevalence of subthreshold depression and its related factors in Chinese college students: A cross-sectional study[J]. Heliyon, 2024, 10(12), e32595.
Authors:
Ge, Pu
;
Tan, Cheng
;
Liu, Jia xin
;
Cai, Qiong
;
Zhao, Si qi
; et al.
Favorite
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TC[WOS]:
1
TC[Scopus]:
2
IF:
3.4
/
3.9
|
Submit date:2024/07/04
Subthreshold Depression
College Students
China
A fast Strang splitting method with mass conservation for the space-fractional Gross-Pitaevskii equation
Journal article
Cai, Yao Yuan, Sun, Hai Wei. A fast Strang splitting method with mass conservation for the space-fractional Gross-Pitaevskii equation[J]. Applied Mathematics and Computation, 2024, 470, 128575.
Authors:
Cai, Yao Yuan
;
Sun, Hai Wei
Favorite
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TC[WOS]:
0
TC[Scopus]:
0
IF:
3.5
/
3.1
|
Submit date:2024/05/16
Circulant And skew-Circulant Matrix Exponential
Fast Fourier Transform
Fractional Gross–pitaevskii Equation
Mass Conservation
Two-level Strang Splitting Method
Internet addiction and residual depressive symptoms among clinically stable adolescents with major psychiatric disorders during the COVID-19 pandemic: a network analysis perspective
Journal article
Hong Cai, Yan-Jie Zhao, Fan He, Shu-Ying Li, Zong-Lei Li, Wu-Yang Zhang, Yao Zhang, Teris Cheung, Chee H. Ng, Sha Sha, Yu-Tao Xiang. Internet addiction and residual depressive symptoms among clinically stable adolescents with major psychiatric disorders during the COVID-19 pandemic: a network analysis perspective[J]. Translational Psychiatry, 2023, 13(1), 186.
Authors:
Hong Cai
;
Yan-Jie Zhao
;
Fan He
;
Shu-Ying Li
;
Zong-Lei Li
; et al.
Favorite
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TC[WOS]:
11
TC[Scopus]:
12
IF:
5.8
/
6.3
|
Submit date:2023/08/03
Single-cell multi-omics sequencing of human spermatogenesis reveals a DNA demethylation event associated with male meiotic recombination
Journal article
Yaping Huang, Lin Li, Geng An, Xinyan Yang, Manman Cui, Xiuling Song, Jing Lin, Xiaoling Zhang, Zhaokai Yao, Cong Wan, Cai Zhou, Jiexiang Zhao, Ke Song, Shaofang Ren, Xinyu Xia, Xin Fu, Yu Lan, Xuesong Hu, Wen Wang, Mei Wang, Yi Zheng, Kai Miao, Xiaochun Bai, Andrew P. Hutchins, Gang Chang, Shuai Gao, Xiao-Yang Zhao. Single-cell multi-omics sequencing of human spermatogenesis reveals a DNA demethylation event associated with male meiotic recombination[J]. Nature Cell Biology, 2023, 25(10), 1520-1534.
Authors: ; et al.
Favorite
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TC[WOS]:
15
TC[Scopus]:
16
IF:
17.3
/
24.2
|
Submit date:2023/11/01
Stabilization of α-phase FAPbI3 via Buffering Interfacial Region for Efficient p–i–n Perovskite Solar Cells
Journal article
Huang,Yulan, Wang,Bingzhe, Liu,Tanghao, Li,Dongyang, Zhang,Yujie, Zhang,Tianqi, Yao,Xiyu, Wang,Yun, Amini,Abbas, Cai,Yongqing, Xu,Baomin, Tang,Zikang, Xing,Guichuan, Cheng,Chun. Stabilization of α-phase FAPbI3 via Buffering Interfacial Region for Efficient p–i–n Perovskite Solar Cells[J]. Advanced Functional Materials, 2023, 30(40).
Authors:
Huang,Yulan
;
Wang,Bingzhe
;
Liu,Tanghao
;
Li,Dongyang
;
Zhang,Yujie
; et al.
Favorite
|
TC[WOS]:
10
TC[Scopus]:
18
IF:
18.5
/
19.6
|
Submit date:2023/08/03
Buffer Interface Region
Dual-functional Device
Fapbi3
High Efficiency
Inverted Perovskite Solar Cells
Numerical Study of a Fast Two-Level Strang Splitting Method for Spatial Fractional Allen–Cahn Equations
Journal article
Cai, Yao Yuan, Sun, Hai Wei, Tam, Sik Chung. Numerical Study of a Fast Two-Level Strang Splitting Method for Spatial Fractional Allen–Cahn Equations[J]. Journal of Scientific Computing, 2023, 95(3).
Authors:
Cai, Yao Yuan
;
Sun, Hai Wei
;
Tam, Sik Chung
Favorite
|
TC[WOS]:
2
TC[Scopus]:
2
IF:
2.8
/
2.7
|
Submit date:2024/01/02
Altered two-level Strang splitting method
Circulant and skew-circulant matrix
Discrete maximum principle
Fast Fourier transform
Modified energy decay