Xiangliang Zhang

About Xiangliang Zhang

Xiangliang Zhang, With an exceptional h-index of 53 and a recent h-index of 48 (since 2020), a distinguished researcher at King Abdullah University of Science and Technology, specializes in the field of Data Mining, Machine Learning.

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

Are we making much progress? Revisiting chemical reaction yield prediction from an imbalanced regression perspective

Uncertainty-Aware Yield Prediction with Multimodal Molecular Features

TrustLLM: Trustworthiness in Large Language Models

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark

Data-Efficient, Chemistry-Aware Machine Learning Predictions of Diels–Alder Reaction Outcomes

Manipulating Predictions over Discrete Inputs in Machine Teaching

Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark

A Property-Guided Diffusion Model For Generating Molecular Graphs

Xiangliang Zhang Information

University

Position

Associate Professor

Citations(all)

10920

Citations(since 2020)

9107

Cited By

4269

hIndex(all)

53

hIndex(since 2020)

48

i10Index(all)

179

i10Index(since 2020)

159

Email

University Profile Page

King Abdullah University of Science and Technology

Google Scholar

View Google Scholar Profile

Xiangliang Zhang Skills & Research Interests

Data Mining

Machine Learning

Top articles of Xiangliang Zhang

Title

Journal

Author(s)

Publication Date

Are we making much progress? Revisiting chemical reaction yield prediction from an imbalanced regression perspective

Yihong Ma

Xiaobao Huang

Bozhao Nan

Nuno Moniz

Xiangliang Zhang

...

2024/2/6

Uncertainty-Aware Yield Prediction with Multimodal Molecular Features

Proceedings of the AAAI Conference on Artificial Intelligence

Jiayuan Chen

Kehan Guo

Zhen Liu

Olexandr Isayev

Xiangliang Zhang

2024/3/24

TrustLLM: Trustworthiness in Large Language Models

arXiv preprint arXiv:2401.05561

Lichao Sun

Yue Huang

Haoran Wang

Siyuan Wu

Qihui Zhang

...

2024/1/10

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark

arXiv preprint arXiv:2402.05138

Zhenwen Liang

Kehan Guo

Gang Liu

Taicheng Guo

Yujun Zhou

...

2024/2/6

Data-Efficient, Chemistry-Aware Machine Learning Predictions of Diels–Alder Reaction Outcomes

Angus Keto

Taicheng Guo

Morgan Underdue

Thijs Stuyver

Connor Coley

...

2024/3/6

Manipulating Predictions over Discrete Inputs in Machine Teaching

arXiv preprint arXiv:2401.17865

Xiaodong Wu

Yufei Han

Hayssam Dahrouj

Jianbing Ni

Zhenwen Liang

...

2024/1/31

Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark

arXiv preprint arXiv:2402.14359

Xiuying Chen

Tairan Wang

Qingqing Zhu

Taicheng Guo

Shen Gao

...

2024/2/22

A Property-Guided Diffusion Model For Generating Molecular Graphs

Changsheng Ma

Taicheng Guo

Qiang Yang

Xiuying Chen

Xin Gao

...

2024/4/14

Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Xiuying Chen

Shen Gao

Mingzhe Li

Qingqing Zhu

Xin Gao

...

2024/1/25

Defending Jailbreak Prompts via In-Context Adversarial Game

arXiv preprint arXiv:2402.13148

Yujun Zhou

Yufei Han

Haomin Zhuang

Taicheng Guo

Kehan Guo

...

2024/2/20

Think as People: Context-Driven Multi-Image News Captioning with Adaptive Dual Attention

Qiang Yang

Xiaodong Wu

Xiuying Chen

Xin Gao

Xiangliang Zhang

2024/4/14

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Taicheng Guo

Xiuying Chen

Yaqi Wang

Ruidi Chang

Shichao Pei

...

2024/1/21

UGMAE: A Unified Framework for Graph Masked Autoencoders

arXiv preprint arXiv:2402.08023

Yijun Tian

Chuxu Zhang

Ziyi Kou

Zheyuan Liu

Xiangliang Zhang

...

2024/2/12

Zero-Shot Relational Learning for Multimodal Knowledge Graphs

arXiv preprint arXiv:2404.06220

Rui Cai

Shichao Pei

Xiangliang Zhang

2024/4/9

Causality-based fair multiple decision by response functions

ACM Transactions on Knowledge Discovery from Data

Cong Su

Guoxian Yu

Yongqing Zheng

Jun Wang

Zhengtian Wu

...

2024/1/12

Improving the Robustness of Summarization Systems with Dual Augmentation

Xiuying Chen

Guodong Long

Chongyang Tao

Mingzhe Li

Xin Gao

...

2023

A Fundamental Model with Stable Interpretability for Traffic Forecasting

Xiaochuan Gou

Lijie Hu

Di Wang

Xiangliang Zhang

2023/11/13

Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation

Qiang Yang

Changsheng Ma

Qiannan Zhang

Xin Gao

Chuxu Zhang

...

2023/8/6

Modeling non-uniform uncertainty in Reaction Prediction via Boosting and Dropout

arXiv preprint arXiv:2310.04674

Taicheng Guo

Changsheng Ma

Xiuying Chen

Bozhao Nan

Kehan Guo

...

2023/10/7

Learning towards Selective Data Augmentation for Dialogue Generation

AAAI 2023

Xiuying Chen*

Mingzhe Li*

Jiayi Zhang

Xiaoqiang Xia

Chen Wei

...

2023/3/17

See List of Professors in Xiangliang Zhang University(King Abdullah University of Science and Technology)