CV - Qiqi Wang

Education

Ph.D in University of Auckland, New Zealand, 2021-2024

Major in Computer Science
Supervisor: Dr. Kaiqi Zhao, Prof. Robert Amor, and Dr. Benjamin Liu
Thesis: Knowledge-enhanced Document Representation Learning for Legal Judgment Support

M.E. in University of Western Australia, Australia, 2018-2020

Major in Electrical and Electronic Engineering
Supervisor: Dr. Tim French
Dissertation: Probabilistic Decision Support for the Legal Judgement for Traffic Cases

B.E. & LL.B. in Southwest University, China, 2015-2019

Major in Automation for B.E.
Major in Law for LL.B.

Work Experience

December 2024 - Now, Lecturer, Nankai University

February 2023 - Now, Graduate Teaching Assistant, the University of Auckland

November 2022 - November 2023, Research Associate, the University of Auckland

May 2022 - Dec. 2022, Research Intern, IQIYI Inc.

May 2021 - Nov. 2021, Research Intern, Ping An Technology Co. Ltd.

Publications

Conference

ZipLJP: Zipped Information Processor for Legal Judgment Prediction
Fanghao Lou*, Qiqi Wang*^, Guanyu Chen, Kaiqi Zhao, Huijia Li.
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI' 2026)
HUSK: A Hierarchically Structured Urban Knowledge Graph Dataset for Multi-Level Spatial Tasks [pdf]
Qiqi Wang*, Guanjin Wang*, Yihong Pan, Zhipeng Lin, Huijia Li, Qian Liu, Kaiqi Zhao.
The 34th ACM International Conference on Information and Knowledge Management (CIKM' 2025)
RECAST: Route-Enhanced Conditional Anomalous Sub-trajectory Detection
Ziyi Jiang, Qiqi Wang, Xuyang Sun, Gillian Dobbie, Xiaoling Lu, Yalei Du , Yuanyuan Zhang and Kaiqi Zhao.
The 33rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL' 2025)
SKGSum: Structured Knowledge-Guided Document Summarization [pdf]
Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zeyu Zhang, Zijian Huang.
Findings of the Association for Computational Linguistics: ACL 2024
Towards Legal Judgment Summarization: A Structure-Enhanced Approach [pdf]
Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Xianda Zheng, Zeyu Zhang, Zijian Huang.
The 26th European Conference on Artificial Intelligence (ECAI' 2023)
D2GCLF: Document-to-Graph Classifier for Legal Document Classification [pdf]
Qiqi Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Ruofan Wang.
Findings of the Association for Computational Linguistics: NAACL 2022
DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning [pdf]
Qiqi Wang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao.
2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP' 2022)

Journal

Legal knowledge infusion for large language models: A survey [pdf]
Qian Liu, Hang Yu, Qiqi Wang, Qi Xu, Jinpeng Li, Zhuoqun Zou, Rui Mao, Erik Cambria.
Information Fusion
Interpretable graph clustering on massive attribute networks via multi-agent dynamic game [pdf]
Huijia Li, Fanghao Lou, Qiqi Wang^, Guijun Li.
Chaos, Solitons & Fractals

Teaching

Course Coordinator

Data Structures
Fall 2025, 90+ students
Nankai University
Data Mining and Application
Fall 2025, 50+ students
Nankai University

Teaching Assistant

COMPSCI220: Algorithms and Data Structures
Semester 1 and 2, 2024; Semester 2, 2023
The University of Auckland
COMPSCI753: Algorithms for Massive Data
Semester 2, 2024
The University of Auckland
COMPSCI769: Natural Language Processing
Semester 2, 2024
The University of Auckland
COMPSCI762: Foundations of Machine Learning
Semester 1, 2024
The University of Auckland
PHYSIC 140: Digital Fundamentals
Semester 1 and 2, 2024; Semester 1 and 2, 2023
The University of Auckland
ELECTENG310: Electrical Engineering Design 1
Semester 1, 2023
The University of Auckland

Qiqi Wang

CV