| 2026 | ACL | FinSafetyBench: Evaluating LLM Safety in Real-World Financial Scenarios. | Yutao Hou, Yihan Jiang, Yuhan Xie, Jian Yang, Liwen Zhang, Hailiang Huang, Guanhua Chen, Yun Chen |
| 2026 | ACL | Toward Automated Robustness Evaluation of Mathematical Reasoning. | Yutao Hou, Zeguan Xiao, Fei Yu, Yihan Jiang, Shuguang Ma, Zhaoqian Dai, Hailiang Huang, Yun Chen, Guanhua Chen |
| 2025 | MICCAI | PD-INR: Prior-Driven Implicit Neural Representations for TOF-PET Reconstruction. | Yuxuan Long, Yulin Zhang, Hong Wang, Xiaodong Kuang, Hailiang Huang, Fan Rao, Huafeng Liu, Yefeng Zheng, Wentao Zhu |
| 2025 | NAACL | SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters. | Yan Yang, Zeguan Xiao, Xin Lu, Hongru Wang, Xuetao Wei, Hailiang Huang, Guanhua Chen, Yun Chen |
| 2024 | EMNLP | Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs. | Biyang Guo, He Wang, Wenyilin Xiao, Hong Chen, Zhuxin Lee, Songqiao Han, Hailiang Huang |
| 2023 | KDD | Anomaly Detection with Score Distribution Discrimination. | Minqi Jiang, Songqiao Han, Hailiang Huang |
| 2022 | AMIA | Genome-wide Association Study of Codeine Prescriptions: An EHR-driven Genomic Study. | Wenyu Song, Hailiang Huang, Kenneth Mukamal, Adam Wright, David W. Bates |
| 2022 | CIKM | An Empirical Cross Domain-Specific Entity Recognition with Domain Vector. | Wei Chen, Songqiao Han, Hailiang Huang |
| 2022 | ICTAI | IDEA: Interactive Double Attentions from Label Embedding for Text Classification. | Ziyuan Wang, Hailiang Huang, Songqiao Han |
| 2021 | AAAI | Label Confusion Learning to Enhance Text Classification Models. | Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu |
| 2021 | MICCAI | Interactive Smoothing Parameter Optimization in DBT Reconstruction Using Deep Learning. | Pranjal Sahu, Hailiang Huang, Wei Zhao, Hong Qin |
| 2018 | ICIS | Learning from Mistakes: Constructing and Mining Misdiagnosis Database to Reduce Cognitive Error. | Hui Fang, Hailiang Huang, Gujie Li, Yanhong Li |
| 2017 | ICIS | Deep Investment Behavior Profiling by Recurrent Neural Network in P2P Lending. | Xiao Han, Leye Wang, Hailiang Huang |
| 2006 | APWEB | A Service-Oriented Architecture Based Macroeconomic Analysis & Forecasting System. | Dongmei Han, Hailiang Huang, Haidong Cao, Chang Cui, Chunqu Jia |
| 2006 | RECOMB | Probabilistic Paths for Protein Complex Inference. | Hailiang Huang, Lan V. Zhang, Frederick P. Roth, Joel S. Bader |
| 2005 | SMC | An Internet-based group decision support system for mass customization. | Hailiang Huang, Songxin Wang |
| 2003 | SMC | A Web-based GDSS for mass customization: framework and functionalities. | Hailiang Huang, Liya Wang, Zhengling Gu |
| 2003 | SMC | A Web-based custom service system for rapid prototyping. | Hailiang Huang, Liya Wang, Zhengling Gu |