| 2026 | AAAI | Rectified Noise: A Generative Model Using Positive-incentive Noise. | Zhenyu Gu, Yanchen Xu, Sida Huang, Yubin Guo, Hongyuan Zhang |
| 2026 | AAAI | Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers. | Sida Huang, Siqi Huang, Ping Luo, Hongyuan Zhang |
| 2026 | AAAI | CoLM: Collaborative Large Models via a Client-Server Paradigm. | Siqi Huang, Sida Huang, Hongyuan Zhang |
| 2026 | AAAI | Explore How to Inject Beneficial Noise in MLLMs. | Ruishu Zhu, Sida Huang, Ziheng Jiao, Hongyuan Zhang |
| 2025 | AAAI | Enhance Vision-Language Alignment with Noise. | Sida Huang, Hongyuan Zhang, Xuelong Li |
| 2025 | ICCCN | Blockchain-Enabled Personalized Travel Recommendations with Semantic Search and Transparent Data. | Yihan Huang, Jingxuan Liu, Sida Huang, Jialuoyi Tan, Xie He, Shuangyao Huang, Yuji Dong |
| 2025 | ICCCN | A Blockchain-Enhanced Deep Learning Platform for Secure Semantic Alignment and Sharing of Chemical-Biological Data. | Sida Huang, Jialuoyi Tan, Xie He, Jingxuan Liu, Zhiran Wang, Wenzhang Zhang, Yuji Dong |
| 2024 | ICCCN | Web3.0 Literary Landscape: Deep Learning and Blockchain for Nobel Prize Predictions. | Sida Huang, Jialuoyi Tan, Yuji Dong, Jie Zhang |
| 2021 | AAAI | Distribution Adaptive INT8 Quantization for Training CNNs. | Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu |