| 2026 | AAAI | HARK: Hierarchical Agentic Retrieval with Keyframing for Video Understanding (Student Abstract). | Jingcheng Li, Ye Qiao, Sitao Huang |
| 2026 | AAAI | Q-ROAR: Outlier-Aware Rescaling for RoPE Position Interpolation in Quantized Long-Context LLMs (Student Abstract). | Ye Qiao, Sitao Huang |
| 2026 | AAAI | APEX-Q: Arbitrary-dimension Product-EXtension Quantization for Accelerated LLM Deployment (Student Abstract). | Yian Wang, Ye Qiao, Sitao Huang, Hyoukjun Kwon |
| 2026 | FPGA | TeLLMe: An Efficient End-to-End Ternary LLM Prefill and Decode Accelerator with Table-Lookup Matmul on Edge FPGAs. | Ye Qiao, Zhiheng Chen, Yifan Zhang, Yian Wang, Sitao Huang |
| 2025 | ICCAD | COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference. | Ye Qiao, Zhiheng Chen, Yian Wang, Yifan Zhang, Yunzhe Deng, Sitao Huang |
| 2025 | IJCNN | RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement. | Jingcheng Li, Ye Qiao, Haocheng Xu, Sitao Huang |
| 2025 | IJCNN | MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs. | Ye Qiao, Haocheng Xu, Yifan Zhang, Sitao Huang |
| 2024 | APWEB | Generic and Scalable Detection of Risky Transactions Using Density Flows: Applications to Financial Networks. | Guang Li, Ye Qiao, Jieying Zhou, Weigang Wu |
| 2024 | DATE | MicroNAS: Zero-Shot Neural Architecture Search for MCUs. | Ye Qiao, Haocheng Xu, Yifan Zhang, Sitao Huang |