| 2026 | ACL | APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation. | Dongliang Chen, Xinlin Zhuang, Junjie Xu, Luojian Xie, Zehui Wang, Jiaxi Zhuang, Haolin Yang, Liang Dou, Xiao He, Xingjiao Wu, Ying Qian |
| 2026 | ACL | LLM-KT: Enhancing Large Language Models with Knowledge Tracing via Multi-Level Plug-and-Play Alignment. | Ziwei Wang, Jie Zhou, Qin Chen, Bo Jiang, Qingchun Bai, Liang Dou, Liang He |
| 2024 | EMNLP | Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis. | Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Arlene Chen, Liang He |
| 2023 | SEKE | Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification. | Guang Yang, Tiancheng Jin, Liang Dou |
| 2022 | COMPSAC | TBPM-DDIE: Transformer Based Pretrained Method for predicting Drug-Drug Interactions Events. | Zhenjie Shao, Ying Qian, Liang Dou |
| 2022 | UIC | Difficulty-aware Convolutional Knowledge Tracing for Student Performance Prediction. | Yuan Zeng, Tiancheng Jin, Liang Dou |
| 2021 | IJCNN | Mixture Density Networks for Tropical Cyclone Tracks Prediction in South China Sea. | Fengyun Hao, Liang Dou, Jian Jin |
| 2020 | ICSE | DroidMutator: an effective mutation analysis tool for Android applications. | Jian Liu, Xusheng Xiao, Lihua Xu, Liang Dou, Andy Podgurski |
| 2019 | ICSE | A large-scale empirical study on industrial fake apps. | Chongbin Tang, Sen Chen, Lingling Fan, Lihua Xu, Yang Liu, Zhushou Tang, Liang Dou |
| 2019 | PAKDD | Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function. | Yang Song, Wenxin Hu, Liang He, Liang Dou |
| 2018 | COMPSAC | Mitigating SDN Flow Table Overflow. | Hanwu Luo, Wenzhen Li, Ying Qian, Liang Dou |
| 2018 | GECCO | An evolutionary algorithm with a new operator and an adaptive strategy for large-scale portfolio problems. | Yi Chen, Aimin Zhou, Liang Dou |
| 2015 | ECOOP | PerfBlower: Quickly Detecting Memory-Related Performance Problems via Amplification. | Lu Fang, Liang Dou, Guoqing Xu |