Guanchu Wang

About Guanchu Wang

Guanchu Wang, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Science and Technology of China, specializes in the field of Large Language Model, Efficient Machine Learning, Explainable Artificial Intelligence, Algorithmic Fairness.

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

Winner-take-all column row sampling for memory efficient adaptation of language model

Large Language Models As Faithful Explainers

Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach

Cortx: Contrastive framework for real-time explanation

Dispel: Domain generalization via domain-specific liberating

Weight perturbation can help fairness under distribution shift

DIVISION: memory efficient training via dual activation precision

Efficient xai techniques: A taxonomic survey

Guanchu Wang Information

University

Position

___

Citations(all)

444

Citations(since 2020)

434

Cited By

48

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

University of Science and Technology of China

Google Scholar

View Google Scholar Profile

Guanchu Wang Skills & Research Interests

Large Language Model

Efficient Machine Learning

Explainable Artificial Intelligence

Algorithmic Fairness

Top articles of Guanchu Wang

Title

Journal

Author(s)

Publication Date

Winner-take-all column row sampling for memory efficient adaptation of language model

Advances in Neural Information Processing Systems

Zirui Liu

Guanchu Wang

Shaochen Henry Zhong

Zhaozhuo Xu

Daochen Zha

...

2024/2/13

Large Language Models As Faithful Explainers

arXiv preprint arXiv:2402.04678

Yu-Neng Chuang

Guanchu Wang

Chia-Yuan Chang

Ruixiang Tang

Fan Yang

...

2024/2/7

Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach

Advances in Neural Information Processing Systems

Zhimeng Stephen Jiang

Xiaotian Han

Hongye Jin

Guanchu Wang

Rui Chen

...

2024/2/13

Cortx: Contrastive framework for real-time explanation

arXiv preprint arXiv:2303.02794

Yu-Neng Chuang

Guanchu Wang

Fan Yang

Quan Zhou

Pushkar Tripathi

...

2023/3/5

Dispel: Domain generalization via domain-specific liberating

arXiv preprint arXiv:2307.07181

Chia-Yuan Chang

Yu-Neng Chuang

Guanchu Wang

Mengnan Du

Zou Na

2023/7/14

Weight perturbation can help fairness under distribution shift

arXiv e-prints

Zhimeng Jiang

Xiaotian Han

Hongye Jin

Guanchu Wang

Na Zou

...

2023/3

DIVISION: memory efficient training via dual activation precision

Guanchu Wang

Zirui Liu

Zhimeng Jiang

Ninghao Liu

Na Zou

...

2023/7/3

Efficient xai techniques: A taxonomic survey

arXiv preprint arXiv:2302.03225

Yu-Neng Chuang

Guanchu Wang

Fan Yang

Zirui Liu

Xuanting Cai

...

2023/2/7

Efficient gnn explanation via learning removal-based attribution

arXiv preprint arXiv:2306.05760

Yao Rong

Guanchu Wang

Qizhang Feng

Ninghao Liu

Zirui Liu

...

2023/6/9

LETA: Learning Transferable Attribution for Generic Vision Explainer

arXiv preprint arXiv:2312.15359

Guanchu Wang

Yu-Neng Chuang

Fan Yang

Mengnan Du

Chia-Yuan Chang

...

2023/12/23

Graph-based conflict-free MAC protocol and conflict analysis for a two-layer ultraviolet communication network

Journal of Optical Communications and Networking

Yuchen Pan

Guanchu Wang

Yubo Zhang

Jingyin Tang

Chen Gong

...

2023/6/1

DiscoverPath: A knowledge refinement and retrieval system for interdisciplinarity on biomedical research

Yu-Neng Chuang

Guanchu Wang

Chia-Yuan Chang

Kwei-Herng Lai

Daochen Zha

...

2023/10/21

Interactive System-wise Anomaly Detection

arXiv preprint arXiv:2304.10704

Guanchu Wang

Ninghao Liu

Daochen Zha

Xia Hu

2023/4/21

Mitigating algorithmic bias with limited annotations

Guanchu Wang

Mengnan Du

Ninghao Liu

Na Zou

Xia Hu

2023/9/17

Bed: A real-time object detection system for edge devices

Guanchu Wang

Zaid Pervaiz Bhat

Zhimeng Jiang

Yi-Wei Chen

Daochen Zha

...

2022/10/17

Accelerating shapley explanation via contributive cooperator selection

Guanchu Wang

Yu-Neng Chuang

Mengnan Du

Fan Yang

Quan Zhou

...

2022/6/28

Independent skill transfer for deep reinforcement learning

Qiangxing Tian

Guanchu Wang

Jinxin Liu

Donglin Wang

Yachen Kang

2021/1/7

Fairness via representation neutralization

Advances in Neural Information Processing Systems

Mengnan Du

Subhabrata Mukherjee

Guanchu Wang

Ruixiang Tang

Ahmed Awadallah

...

2021/12/6

Unsupervised discovery of transitional skills for deep reinforcement learning

Qiangxing Tian

Jinxin Liu

Guanchu Wang

Donglin Wang

2021/7/18

On the achievable rate and capacity for a sample-based practical photon-counting receiver

IEEE Transactions on Communications

Zhimeng Jiang

Chen Gong

Guanchu Wang

Zhengyuan Xu

2021/6/11

See List of Professors in Guanchu Wang University(University of Science and Technology of China)

Co-Authors

H-index: 50
Zhengyuan Xu

Zhengyuan Xu

University of Science and Technology of China

H-index: 22
Yue Zhao

Yue Zhao

Carnegie Mellon University

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