| 2026 | AAAI | Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision-Language Models. | Yongguang Li, Jindong Li, Qi Wang, Qianli Xing, Runliang Niu, Shengsheng Wang, Menglin Yang |
| 2026 | ACL | HeLa-Mem: Hebbian Learning and Associative Memory for LLM Agents. | Jinchang Zhu, Jindong Li, Cheng Zhang, Jiahong Liu, Menglin Yang |
| 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 | ICDAR | Enhancing IMU-Based Online Handwriting Recognition via Contrastive Learning with Zero Inference Overhead. | Jindong Li, Dario Zanca, Vincent Christlein, Tim Hamann, Jens Barth, Peter Kmpf, Bjrn M. Eskofier |
| 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 |
| 2024 | IJCAI | ScreenAgent: A Vision Language Model-driven Computer Control Agent. | Runliang Niu, Jindong Li, Shiqi Wang, Yali Fu, Xiyu Hu, Xueyuan Leng, He Kong, Yi Chang, Qi Wang |
| 2023 | ICASSP | Multi-Task Sub-Band Network For Deep Residual Echo Suppression. | Jiayao Sun, Dawei Luo, Zhaoxia Li, Jindong Li, Yukai Ju, Yang Li |