me

Xinghua Zhang



University of Chinese Academy of Sciences | E-mail: zhangxinghua@iie.ac.cn | GitHub | Google Scholar | [中文] | [Download]

RESEARCH INTERESTS
Named Entity Recognition, Information Extraction, Large Language Model, Low-Resource Learning, Natural Language Processing.

EDUCATION
Ph.D., Institute of Information Engineering, Chinese Academy of SciencesBeijing, 2019.09 - present
Major: Technology of Computer Application
Supervisor: Professor Tingwen Liu and Professor Hongbo Xu
GPA: 3.9/4.0

B.E., Harbin Institute of TechnologyHarbin, 2015.09 - 2019.07
Major: Computer Science and Technology
Score: 92.11/100

PUBLICATION
Xinghua Zhang, Bowen Yu, Haiyang Yu, Yangyu Lv, Tingwen Liu, Fei Huang, Hongbo Xu and Yongbin Li. Wider and Deeper LLM Networks are Fairer LLM Evaluators . arXiv:2308.01862.

Xinghua Zhang, Gaode Chen, Shiyao Cui, Jiawei Sheng, Tingwen Liu and Hongbo Xu. Endogenous and Exogenous Data Augmentation for Low-Resource Complex Named Entity Recognition . In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), July 2024.

Minghuan Yuan, Shiyao Cui, Xinghua Zhang, Shicheng Wang, Hongbo Xu and Tingwen Liu. Exploring the Trade-Off within Visual Information for MultiModal Sentence Summarization . In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), July 2024.

Hongzhang Mu, Shuili Zhang, Xinghua Zhang, Quangang Li, Tingwen Liu and Hongbo Xu. Dynamic Multi-Modal Representation Learning for Topic Modeling . In IEEE Conference on Multimedia Expo 2024 (ICME 2024), July 2024.

Xinghua Zhang, Bowen Yu, Xin Cong, Taoyu Su, Quangang Li, Tingwen Liu and Hongbo Xu. Cross-domain NER under a Divide-and-Transfer Paradigm . In ACM Transactions on Information Systems (TOIS 2024), April 2024.

Wenyuan Zhang, Xinghua Zhang, Shiyao Cui, Kun Huang, Xuebin Wang and Tingwen Liu. Adaptive Data Augmentation for Aspect Sentiment Quad Prediction . In 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), April 2024.

Wenhao Zhang, Shiyao Cui, Wenyuan Zhang, Xinghua Zhang, Tingwen Liu and Hongbo Xu. Improving Chinese Spelling Correction With Text-Phonetics Differentiation and Adaptive Fusion . In 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024), April 2024.

Gehang Zhang, Bowen Yu, Jiangxia Cao, Xinghua Zhang, Jiawei Sheng, Tingwen Liu and Chuan Zhou. ID-MixGCL: Identity Mixup for Graph Contrastive Learning . In 2023 IEEE International Conference on Big Data (BigData 2023), December 2023.

Kun Huang, Yongxiu Xu, Xinghua Zhang, Wenyuan Zhang and Hongbo Xu. Prompting Generative Language Model with Guiding Augmentation for Aspect Sentiment Triplet Extraction . In Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023), November 2023.

Tianyun Liu, Xinghua Zhang, Zhenyu Zhang, Yubin Wang, Quangang Li, Shuai Zhang and Tingwen Liu. Enhancing Table Retrieval with Dual Graph Representations . In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023 (ECML PKDD 2023), September 2023.

Xinghua Zhang, Tianyun Liu, Wenyuan Zhang and Tingwen Liu. System Report for CCL23-Eval Task 1: Information Theory Constraint and Paragraph based Classical Named Entity Recognition . In Proceedings of the 22nd Chinese National Conference on Computational Linguistics (CCL 2023), August 2023.

Xinghua Zhang, Bowen Yu, Jiangxia Cao, Quangang Li, Xuebin Wang, Tingwen Liu and Hongbo Xu. Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition . In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), July 2023.

Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang and Yu Zheng. Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation . In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023), February 2023.

Xinghua Zhang, Bowen Yu, Tingwen Liu, Yubin Wang, Taoyu Su and Hongbo Xu. Exploring Modular Task Decomposition in Cross-domain Named Entity Recognition . In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), July 2022.

Zhaohui Wang, Xinghua Zhang, Yanzeng Li, Yubin Wang, Jiawei Sheng, Tingwen Liu and Hongbo Xu. Enhancing Pre-Trained Language Representations Based on Contrastive Learning for Unsupervised Keyphrase Extraction . In Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering (SEKE 2022), July 2022.

Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue and Hongbo Xu. Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning . In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), November 2021.

Gaode Chen, Xinghua Zhang, Yanyan Zhao, Cong Xue and Ji Xiang. Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation . In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), August 2021.

Xinghua Zhang and Ying Sha. Sentiment Analysis Method combining Word Embedding with Personalized Text Structure . In Eighth National Social Media Processing Conference (SMP 2019), August 2019.

Xinghua Zhang, Chunyue Zhang and Huaxing Shi. Ensemble of Binary Classification for the Emotion Detection in Code-Switching Text . In Seventh CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 2018), August 2018.

HONORS and AWARDS
IIE President Special Scholarship (Top 1%) 2023.12
National Scholarship for Doctoral students 2023.09
First prize in CCL 2023 Named Entity Recognition for Ancient Chinese Literature 2023.08
Pacemaker to Merit Student (Top 1%) of University of Chinese Academy of Sciences 2023.05
Second prize in China Conference on Information Retrieval (CCIR) Cup 2021.11
Merit Student of University of Chinese Academy of Sciences 2020.06、2022.06
Top 100 Graduation Thesis of Harbin Institute of Technology 2019.06
Outstanding Graduate of Harbin Institute of Technology 2019.06
Nubian Scholarship 2019.03
First prize in the 11th National College Student Information Security contest 2018.07
Guanghua Scholarship 2017.12
Merit Student of Harbin Institue of Technology 2016.12
First prize in the 8th National College Student Mathematics competition (Heilongjiang) 2016.11

COMPETITION