Huang Jiajia

Associate Professor, Computing School, NanJing Audit University

Joined

February 2024

Names

Huang Jiajia (Preferred)

Jiajia Huang

Emails

****@nau.edu.cn (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Associate Professor

Computing School, NanJing Audit University (nau.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Min Peng

2011 – 2016

Expertise

Natural Language Processing

Present

Large Language Model

Present

Publications

ACFFSL:a federated few-shot learning framework with contrastive learning and lightweight multi-scale attention
Chao Xu, Jiyuan Cheng, Yong Chen, Jiajia Huang, Defeng Hu
- Clust. Comput. 2025
- Readers: Everyone
TKG-LLM: Temporal Knowledge Graph as Enhanced Prompt Learning with LLM for Time Series Forecasting
Ke Li, Chao Xu, Huang Jiajia
- Submitted to ICLR 2026
- Readers: Everyone
From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou
- CoRR 2025
- Readers: Everyone
Multigranularity feature aggregation in vision transformer for lung disease classification and segmentation
Chao Xu, Rongyao Ruan, Yong Chen, Jiajia Huang
- J. Electronic Imaging 2025
- Readers: Everyone
FinBen: A Holistic Financial Benchmark for Large Language Models
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, GUOJUN XIONG, Zhiyang Deng et al. (14 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
AuditWen: An Open-Source Large Language Model for Audit
Jiajia Huang, Haoran Zhu, Chao Xu, Tianming Zhan, Qianqian Xie, Jimin Huang
- CCL 2024
- Readers: Everyone
AuditWen:An Open-Source Large Language Model for Audit
Jiajia Huang, Haoran Zhu, Chao Xu, Tianming Zhan, Qianqian Xie, Jimin Huang
- CoRR 2024
- Readers: Everyone
The FinBen: An Holistic Financial Benchmark for Large Language Models
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng et al. (14 additional authors not shown)
- CoRR 2024
- Readers: Everyone
FinBen: A Holistic Financial Benchmark for Large Language Models
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng et al. (14 additional authors not shown)
- NeurIPS 2024
- Readers: Everyone
Improving biterm topic model with word embeddings
Jiajia Huang, Min Peng, Pengwei Li, Zhiwei Hu, Chao Xu
- World Wide Web 2020
- Readers: Everyone

View all 22 publications

Co-Authors

View all 71 co-authors