| 2026 | ICCBR | A Large-Small Model Coordination Framework Based on Tactical Case-Based Reasoning Reward Machine for Adversarial Game Scenarios. | Wei Dong, Sirui Huang, Chong Wang, Guohua Zhang, Yindong Ji |
| 2025 | ACL | Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models. | Yanggan Gu, Junzhuo Li, Sirui Huang, Xin Zou, Zhenghua Li, Xuming Hu |
| 2025 | ACL | StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models. | Sirui Huang, Yanggan Gu, Zhonghao Li, Xuming Hu, Qing Li, Guandong Xu |
| 2025 | ICML | Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models. | Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu |
| 2025 | SIGIR | Untitled record | Sirui Huang, Hanqian Li, Yanggan Gu, Xuming Hu, Qing Li, Guandong Xu |
| 2024 | DASFAA | Counterfactual Debasing for Multi-behavior Recommendations. | Sirui Huang, Qian Li, Xiangmeng Wang, Dianer Yu, Guandong Xu, Qing Li |
| 2024 | EMNLP | Refiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities. | Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong |