Benchmark Visual Question Answer Models by using Focus Map. - Wenda Qiu; Yueyang Xianzang; Zhekai Zhang (CoRR, 2018)

SpArch: Efficient Architecture for Sparse Matrix Multiplication. - Zhekai Zhang; Hanrui Wang 002; Song Han 003; William J. Dally (HPCA, 2020)

Once-for-All: Train One Network and Specialize it for Efficient Deployment. - Han Cai; Chuang Gan 001; Tianzhe Wang; Zhekai Zhang; Song Han 003 (ICLR, 2020)

The 2020 Low-Power Computer Vision Challenge. - Xiao Hu 004; Ming-Ching Chang; Yuwei Chen; Rahul Sridhar; Zhenyu Hu; Yunhe Xue; Zhenyu Wu 002; Pengcheng Pi; Jiayi Shen; Jianchao Tan; Xiangru Lian; Ji Liu 002; et al. (AICAS, 2021)

SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning. - Hanrui Wang 002; Zhekai Zhang; Song Han 003 (HPCA, 2021)

PointAcc: Efficient Point Cloud Accelerator. - Yujun Lin 001; Zhekai Zhang; Haotian Tang; Hanrui Wang 002; Song Han 003 (MICRO, 2021)

DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator. - Hanqing Zhu; Jiaqi Gu 002; Hanrui Wang 002; Zixuan Jiang; Zhekai Zhang; Rongxin Tang; Chenghao Feng; Song Han 003; Ray T. Chen; David Z. Pan (CoRR, 2023)

Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator. - Hanqing Zhu; Jiaqi Gu 002; Hanrui Wang 002; Zixuan Jiang; Zhekai Zhang; Rongxing Tang; Chenghao Feng; Song Han 003; Ray T. Chen; David Z. Pan (HPCA, 2024)

Grasp with push policy for multi-finger dexterity hand based on deep reinforcement learning. - Baojiang Li; Shengjie Qiu; Jibo Bai; Haiyan Wang 013; Bin Wang 072; Zhekai Zhang; Liang Li; Xichao Wang (Appl. Soft Comput., 2024)

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving. - Yujun Lin 001; Haotian Tang; Shang Yang; Zhekai Zhang; Guangxuan Xiao; Chuang Gan 001; Song Han 003 (CoRR, 2024)

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (CoRR, 2024)

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models. - Muyang Li; Yujun Lin 001; Zhekai Zhang; Tianle Cai; Xiuyu Li; Junxian Guo; Enze Xie; Chenlin Meng; Jun-Yan Zhu; Song Han 003 (CoRR, 2024)

Interactive learning for multi-finger dexterous hand: A model-free hierarchical deep reinforcement learning approach. - Baojiang Li; Shengjie Qiu; Jibo Bai; Bin Wang 072; Zhekai Zhang; Liang Li; Haiyan Wang 013; Xichao Wang (Knowl. Based Syst., 2024)

LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications. - Yujun Lin 001; Zhekai Zhang; Song Han 003 (HPCA, 2025)

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models. - Muyang Li; Yujun Lin 001; Zhekai Zhang; Tianle Cai; Xiuyu Li; Junxian Guo; Enze Xie; Chenlin Meng; Jun-Yan Zhu; Song Han 001 (ICLR, 2025)

SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (ICLR, 2025)

Object Recognition Using Shape and Texture Tactile Information: A Fusion Network Based on Data Augmentation and Attention Mechanism. - Bin Wang 072; Baojiang Li; Liang Li; Zhekai Zhang; Shengjie Qiu; Haiyan Wang 013; Xichao Wang (IEEE Trans. Haptics, 2025)

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer. - Enze Xie; Junsong Chen; Yuyang Zhao; Jincheng Yu; Ligeng Zhu; Yujun Lin 001; Zhekai Zhang; Muyang Li; Junyu Chen 003; Han Cai; Bingchen Liu; Daquan Zhou; et al. (CoRR, 2025)

Are LLMs complicated ethical dilemma analyzers? - Jiashen Du; Jesse Yao; Allen Liu; Zhekai Zhang (CoRR, 2025)