| 2026 | AAAI | DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening. | Zhixiang Lu, Yulong Li, Feilong Tang, Zhengyong Jiang, Chong Li, Mian Zhou, Tenglong Li, Jionglong Su |
| 2026 | FPGA | Hummingbird+: Advancing FPGA-based LLM Deployment from Research Prototype to Edge Product. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2026 | ISCAS | FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control. | Tenglong Li, Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2025 | DATE | Pushing up to the Limit of Memory Bandwidth and Capacity Utilization for Efficient LLM Decoding on Embedded FPGA. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2025 | ICCAD | Hummingbird: A Smaller and Faster Large Language Model Accelerator on Embedded FPGA. | Jindong Li, Tenglong Li, Ruiqi Chen, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |
| 2025 | ICCV | SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility. | Guobin Shen, Jindong Li, Tenglong Li, Dongcheng Zhao, Yi Zeng |
| 2024 | CVPR | Are Conventional SNNs Really Efficient? A Perspective from Network Quantization. | Guobin Shen, Dongcheng Zhao, Tenglong Li, Jindong Li, Yi Zeng |
| 2024 | FPL | Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines. | Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng |