| 2026 | WACV | QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation. | Chenhui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen |
| 2025 | DAC | Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble. | Dancheng Liu, Chenhui Xu, Jiajie Li, Amir Nassereldine, Jinjun Xiong |
| 2025 | ICCAD | Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on Edge. | Ruiyang Qin, Dancheng Liu, Gelei Xu, Amir Nassereldine, Zheyu Yan, Chenhui Xu, Yuting Hu, X. Sharon Hu, Jinjun Xiong, Yiyu Shi |
| 2025 | ICLR | Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data. | Jiajie Li, Brian R. Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C. W. Kim, Jinjun Xiong |
| 2025 | ICML | Sub-Sequential Physics-Informed Learning with State Space Model. | Chenhui Xu, Dancheng Liu, Yuting Hu, Jiajie Li, Ruiyang Qin, Qingxiao Zheng, Jinjun Xiong |
| 2025 | IJCAI | Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework. | Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong |
| 2024 | ASPDAC | QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. | Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen |
| 2024 | ICML | Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. | Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen |