Publications

2025

1. arXiv

   

   Antileak-bench: Preventing data contamination by automatically constructing benchmarks with updated real-world knowledge

   Xiaobao Wu, Liangming Pan, Yuxi Xie, and 7 more authors

   arXiv preprint arXiv:2412.13670, 2025
2. AAAI

   

   Towards Verifiable Text Generation with Generative Agent

   Ji Bin, Liu Huijun, Du Mingzhe, and 5 more authors

   Proceedings of the AAAI Conference on Artificial Intelligence, 2025

2024

1. NeurIPS

   

   Mercury: An Efficiency Benchmark for LLM Code Synthesis

   Mingzhe Du, Anh Tuan Luu, Bin Ji, and 2 more authors

   Conference on Neural Information Processing Systems, 2024

   PDF Code Website
2. ECAI

   

   Counseling Responses for Mental Health Forum Questions with Early Maladaptive Schema Prediction

   Das Gollapalli Sujatha, Ang Beng Heng, Du Mingzhe, and 1 more author

   European Conference on Artificial Intelligence, 2024

   PDF Website
3. arXiv

   

   Rethinking the Influence of Source Code on Test Case Generation

   Dong Huang, Jie M Zhang, Mingzhe Du, and 2 more authors

   arXiv preprint arXiv:2402.07844, 2024

   PDF
4. arXiv

   

   CodeArena: A Dynamic Evaluation Framework for Code Generation

   Mingzhe Du, Luu Anh Tuan, Ji Bin, and 2 more authors

   arXiv preprint, 2024

   Code
5. arXiv

   

   Committee:Mitigating Language Model Bias via Weak Supervision

   Mingzhe Du, Anh Tuan Luu, Bingchen Wang, and 2 more authors

   arXiv preprint, 2024
6. AAAI

   

   Chain-of-Thought Improves Text Generation with Citations in Large Language Models

   Bin Ji, Huijun Liu, Mingzhe Du, and 1 more author

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2024

   PDF

2023

1. TLDK

   

   Constituency-Informed and Constituency-Constrained Extractive Question Answering with Heterogeneous Graph Transformer

   Mingzhe Du, Mouad Hakam, See-Kiong Ng, and 1 more author

   In Transactions on Large-Scale Data-and Knowledge-Centered Systems LIII, 2023
2. WWW

   

   Identifying Checkworthy Cure Claims on Twitter

   Sujatha Das Gollapalli, Mingzhe Du, and See-Kiong Ng

   In Proceedings of the ACM Web Conference 2023, 2023

   PDF
3. AAAI

   

   Generating Reflective Questions for Engaging Gallery Visitors in ArtMuse

   Sujatha Das Gollapalli, Mingzhe Du, and See-Kiong Ng

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2023

   PDF Code
4. AAAI

   

   From Static to Dynamic: A Continual Learning Framework for Large Language Models

   Mingzhe Du, Anh Tuan Luu, Bin Ji, and 1 more author

   arXiv preprint arXiv:2310.14248, 2023

   PDF Code
5. Openreview

   

   Debiasing Language Models Using Energy-Guided Ordinary Differential Equations

   Mingzhe Du, Anh Tuan Luu, Bin Ji, and 1 more author

   Openreview id:kaFrlUcAn3, 2023

   PDF Code

2022

1. CLEF

   

   NUS-IDS at CheckThat! 2022: identifying check-worthiness of tweets using CheckthaT5

   Du Mingzhe, Gollapalli Sujatha Das, and Ng See-Kiong

   Working Notes of CLEF, 2022

   PDF
2. arXiv

   

   Image Semantic Relation Generation

   Mingzhe Du

   arXiv preprint arXiv:2210.11253, 2022

   PDF Code