Qian Zhang

According to our database, Qian Zhang authored at least 23 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FireFly-T: High-Throughput Sparsity Exploitation for Spiking Transformer Acceleration With Dual-Engine Overlay Architecture.

Tenglong Li, Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

IEEE Trans. Computers, June, 2026

ForesightSafety Bench: A Frontier Risk Evaluation and Governance Framework towards Safe AI.

Haibo Tong, Feifei Zhao, Linghao Feng, Ruoyu Wu, Ruolin Chen, Lu Jia, Zhou Zhao, Jindong Li, Tenglong Li, Erliang Lin, Shuai Yang, Enmeng Lu, Yinqian Sun, Qian Zhang, Zizhe Ruan, Jinyu Fan, Zeyang Yue, Ping Wu, Huangrui Li, Chengyi Sun, Yi Zeng

CoRR, February, 2026

FireFly-P: FPGA-Accelerated Spiking Neural Network Plasticity for Robust Adaptive Control.

Tenglong Li, Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

CoRR, January, 2026

CogToM: A Comprehensive Theory of Mind Benchmark inspired by Human Cognition for Large Language Models.

Haibo Tong, Zeyang Yue, Feifei Zhao, Erliang Lin, Lu Jia, Ruolin Chen, Yinqian Sun, Qian Zhang, Yi Zeng

CoRR, January, 2026

Hummingbird+: Advancing FPGA-based LLM Deployment from Research Prototype to Edge Product.

Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2026

Boosting the Robustness-Accuracy Trade-off of SNNs by Robust Temporal Self-Ensemble.

Jihang Wang, Dongcheng Zhao, Ruolin Chen, Qian Zhang, Yi Zeng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Towards Reliable Evaluation of Adversarial Robustness for Spiking Neural Networks.

Jihang Wang, Dongcheng Zhao, Ruolin Chen, Qian Zhang, Yi Zeng

CoRR, December, 2025

SafeMind: Benchmarking and Mitigating Safety Risks in Embodied LLM Agents.

Ruolin Chen, Yinqian Sun, Jihang Wang, Mingyang Lv, Qian Zhang, Yi Zeng

CoRR, September, 2025

FireFly-S: Exploiting Dual-Side Sparsity for Spiking Neural Networks Acceleration With Reconfigurable Spatial Architecture.

Tenglong Li, Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

IEEE Trans. Circuits Syst. I Regul. Pap., August, 2025

MTDP: Modulated Transformer Diffusion Policy Model.

Qianhao Wang, Yinqian Sun, Enmeng Lu, Qian Zhang, Yi Zeng

CoRR, February, 2025

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

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

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

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator.

Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

Hierarchical rhythmic propagation of corticothalamic interactions for consciousness: A computational study.

Qian Zhang, Han Lu, Jihang Wang, Taoyi Yang, Weida Bi, Yi Zeng, Buwei Yu

Comput. Biol. Medicine, February, 2024

Neuro-Vision to Language: Image Reconstruction and Language enabled Interaction via Brain Recordings.

Guobin Shen, Dongcheng Zhao, Xiang He, Linghao Feng, Yiting Dong, Jihang Wang, Qian Zhang, Yi Zeng

CoRR, 2024

Brain-inspired and Self-based Artificial Intelligence.

Yi Zeng, Feifei Zhao, Yuxuan Zhao, Dongcheng Zhao, Enmeng Lu, Qian Zhang, Yuwei Wang, Hui Feng, Zhuoya Zhao, Jihang Wang, Qingqun Kong, Yinqian Sun, Yang Li, Guobin Shen, Bing Han, Yiting Dong, Wenxuan Pan, Xiang He, Aorigele Bao, Jin Wang

CoRR, 2024

Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction.

Guobin Shen, Dongcheng Zhao, Xiang He, Linghao Feng, Yiting Dong, Jihang Wang, Qian Zhang, Yi Zeng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Revealing Untapped DSP Optimization Potentials for FPGA-Based Systolic Matrix Engines.

Jindong Li, Tenglong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

Brain-Inspired Action Generation with Spiking Transformer Diffusion Policy Model.

Qianhao Wang, Yinqian Sun, Enmeng Lu, Qian Zhang, Yi Zeng

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2024

2023

FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization.

Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

IEEE Trans. Very Large Scale Integr. Syst., August, 2023

BrainCog: A spiking neural network based, brain-inspired cognitive intelligence engine for brain-inspired AI and brain simulation.

Yi Zeng, Dongcheng Zhao, Feifei Zhao, Guobin Shen, Yiting Dong, Enmeng Lu, Qian Zhang, Yinqian Sun, Qian Liang, Yuxuan Zhao, Zhuoya Zhao, Hongjian Fang, Yuwei Wang, Yang Li, Xin Liu, Chengcheng Du, Qingqun Kong, Zizhe Ruan, Weida Bi

Patterns, August, 2023

FireFly: A High-Throughput and Reconfigurable Hardware Accelerator for Spiking Neural Networks.

Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Zeng Yi

CoRR, 2023

2022

Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules.

Dongcheng Zhao, Yang Li, Yi Zeng, Jihang Wang, Qian Zhang

Inf. Sci., 2022