Jiaqi Guo

About Jiaqi Guo

Jiaqi Guo, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Xi'an Jiaotong University, specializes in the field of Software Engineering, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation

LayoutPrompter: Awaken the Design Ability of Large Language Models

A Survey for Graphic Design Intelligence

A parse-then-place approach for generating graphic layouts from textual descriptions

Layoutformer++: Conditional graphic layout generation via constraint serialization and decoding space restriction

Layoutdiffusion: Improving graphic layout generation by discrete diffusion probabilistic models

Exploring the secrets behind the learning difficulty of meaning representations for semantic parsing

Testing machine learning systems in industry: an empirical study

Jiaqi Guo Information

University

Position

___

Citations(all)

752

Citations(since 2020)

746

Cited By

155

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Jiaqi Guo Skills & Research Interests

Software Engineering

Natural Language Processing

Top articles of Jiaqi Guo

Title

Journal

Author(s)

Publication Date

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation

arXiv preprint arXiv:2402.10631

Dayou Du

Yijia Zhang

Shijie Cao

Jiaqi Guo

Ting Cao

...

2024/2/16

LayoutPrompter: Awaken the Design Ability of Large Language Models

Advances in Neural Information Processing Systems

Jiawei Lin

Jiaqi Guo

Shizhao Sun

Zijiang Yang

Jian-Guang Lou

...

2024/2/13

A Survey for Graphic Design Intelligence

arXiv preprint arXiv:2309.01371

Danqing Huang

Jiaqi Guo

Shizhao Sun

Hanling Tian

Jieru Lin

...

2023/9/4

A parse-then-place approach for generating graphic layouts from textual descriptions

Jiawei Lin

Jiaqi Guo

Shizhao Sun

Weijiang Xu

Ting Liu

...

2023

Layoutformer++: Conditional graphic layout generation via constraint serialization and decoding space restriction

Zhaoyun Jiang

Jiaqi Guo

Shizhao Sun

Huayu Deng

Zhongkai Wu

...

2023

Layoutdiffusion: Improving graphic layout generation by discrete diffusion probabilistic models

Junyi Zhang

Jiaqi Guo

Shizhao Sun

Jian-Guang Lou

Dongmei Zhang

2023

Exploring the secrets behind the learning difficulty of meaning representations for semantic parsing

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Zhenwen Li

Jiaqi Guo

Qian Liu

Jian-Guang Lou

Tao Xie

2022

Testing machine learning systems in industry: an empirical study

Shuyue Li

Jiaqi Guo

Jian-Guang Lou

Ming Fan

Ting Liu

...

2022/5/21

How to manage a task-oriented virtual assistant software project: an experience report

Frontiers of Information Technology & Electronic Engineering

Shuyue Li

Jiaqi Guo

Yan Gao

Jianguang Lou

Dejian Yang

...

2022/5

管理面向任务的虚拟助手软件系统的经验性研究

Frontiers

Shuyue LI

Jiaqi GUO

Yan GAO

Jianguang LOU

Dejian YANG

...

2022

Towards robustness of text-to-SQL models against natural and realistic adversarial table perturbation

arXiv preprint arXiv:2212.09994

Xinyu Pi

Bing Wang

Yan Gao

Jiaqi Guo

Zhoujun Li

...

2022/12/20

Translating headers of tabular data: A pilot study of schema translation

Kunrui Zhu

Yan Gao

Jiaqi Guo

Jian-Guang Lou

2021/11

Awakening latent grounding from pretrained language models for semantic parsing

arXiv preprint arXiv:2109.10540

Qian Liu

Dejian Yang

Jiahui Zhang

Jiaqi Guo

Bin Zhou

...

2021/9/22

HiTab: A hierarchical table dataset for question answering and natural language generation

arXiv preprint arXiv:2108.06712

Zhoujun Cheng

Haoyu Dong

Zhiruo Wang

Ran Jia

Jiaqi Guo

...

2021/8/15

Chase: A large-scale and pragmatic chinese dataset for cross-database context-dependent text-to-sql

Jiaqi Guo

Ziliang Si

Yu Wang

Qian Liu

Ming Fan

...

2021/8

Tapex: Table pre-training via learning a neural sql executor

arXiv preprint arXiv:2107.07653

Qian Liu

Bei Chen

Jiaqi Guo

Morteza Ziyadi

Zeqi Lin

...

2021/7/16

Weakly supervised semantic parsing by learning from mistakes

Jiaqi Guo

Jian-Guang Lou

Ting Liu

Dongmei Zhang

2021/11

An Empirical Study of Architectural Changes in Code Commits

Di Cui

Jiaqi Guo

Ting Liu

Qinghua Zheng

2020/11/1

Benchmarking meaning representations in neural semantic parsing

Jiaqi Guo

Qian Liu

Jian-Guang Lou

Zhenwen Li

Xueqing Liu

...

2020/11

Automated bug reproduction from user reviews for android applications

Shuyue Li

Jiaqi Guo

Ming Fan

Jian-Guang Lou

Qinghua Zheng

...

2020/6/27

See List of Professors in Jiaqi Guo University(Xi'an Jiaotong University)