| 2026 | ISCA | AQuant: Repurposing CODEC for VLM Acceleration via Adaptive Quantization. | Zhuoran Song, Chunyu Qi, Jian Weng, Xiaoyao Liang, Haibing Guan |
| 2025 | DAC | SAGA: A Memory-Efficient Accelerator for GANN Construction via Harnessing Vertex Similarity. | Ruiyang Chen, Xueyuan Liu, Chunyu Qi, Yuanzheng Yao, Yanan Sun, Xiaoyao Liang, Zhuoran Song |
| 2025 | DAC | MHDiff: Memory- and Hardware-Efficient Diffusion Acceleration via Focal Pixel Aware Quantization. | Chunyu Qi, Xuhang Wang, Ruiyang Chen, Yuanzheng Yao, Naifeng Jing, Chen Zhang, Jun Wang, Zhihui Fu, Xiaoyao Liang, Zhuoran Song |
| 2025 | DAC | SynGPU: Synergizing CUDA and Bit-Serial Tensor Cores for Vision Transformer Acceleration on GPU. | Yuanzheng Yao, Chen Zhang, Chunyu Qi, Ruiyang Chen, Jun Wang, Zhihui Fu, Naifeng Jing, Xiaoyao Liang, Zhuoran Song |
| 2024 | ASPLOS | CMC: Video Transformer Acceleration via CODEC Assisted Matrix Condensing. | Zhuoran Song, Chunyu Qi, Fangxin Liu, Naifeng Jing, Xiaoyao Liang |
| 2024 | DAC | TSAcc: An Efficient \underline{T}empo-\underline{S}patial Similarity Aware \underline{Acc}elerator for Attention Acceleration. | Zhuoran Song, Chunyu Qi, Yuanzheng Yao, Peng Zhou, Yanyi Zi, Nan Wang, Xiaoyao Liang |
| 2023 | ICCD | ViTframe: Vision Transformer Acceleration via Informative Frame Selection for Video Recognition. | Chunyu Qi, Zilong Li, Zhuoran Song, Xiaoyao Liang |
| 2023 | TrustCom | Multi-step Prediction of LTE-R Communication Quality based on CA-TCN and Differential Evolution. | Jiantao Qu, Chunyu Qi, Gaoyun An, He |