Traffic Sign Detection with Convolutional Neural Networks. - Evan Peng; Feng Chen 007; Xinkai Song (ICCSIP, 2016)

Cambricon-Q: A Hybrid Architecture for Efficient Training. - Yongwei Zhao; Chang Liu 021; Zidong Du; Qi Guo 001; Xing Hu 001; Yimin Zhuang; Zhenxing Zhang; Xinkai Song; Wei Li 008; Xishan Zhang; Ling Li 001; Zhiwei Xu 002; et al. (ISCA, 2021)

Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks. - Xinkai Song; Tian Zhi; Zhe Fan; Zhenxing Zhang; Xi Zeng; Wei Li 008; Xing Hu 001; Zidong Du; Qi Guo 001; Yunji Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

BALTO: fast tensor program optimization with diversity-based active learning. - Jun Bi; Xiaqing Li; Qi Guo 001; Rui Zhang 040; Yuanbo Wen; Xing Hu 001; Zidong Du; Xinkai Song; Yifan Hao 001; Yunji Chen (ICLR, 2023)

Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing. - Hongrui Guo; Yongwei Zhao; Zhangmai Li; Yifan Hao 001; Chang Liu 021; Xinkai Song; Xiaqing Li; Zidong Du; Rui Zhang 040; Qi Guo 001; Tianshi Chen 002; Zhiwei Xu 002 (MICRO, 2023)

Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation. - Xinkai Song; Yuanbo Wen; Xing Hu 001; Tianbo Liu 006; Haoxuan Zhou; Husheng Han; Tian Zhi; Zidong Du; Wei Li 008; Rui Zhang 040; Chen Zhang 001; Lin Gao 004; et al. (MICRO, 2023)

Emergent Communication for Rules Reasoning. - Yuxuan Guo; Yifan Hao 001; Rui Zhang 040; Enshuai Zhou; Zidong Du; Xishan Zhang; Xinkai Song; Yuanbo Wen; Yongwei Zhao; Xuehai Zhou; Jiaming Guo; Qi Yi; et al. (NeurIPS, 2023)

Learning Domain-Aware Detection Head with Prompt Tuning. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xinkai Song; Yifan Hao 001; Yongwei Zhao; Ling Li 001; Yunji Chen (NeurIPS, 2023)

Chip design with machine learning: a survey from algorithm perspective. - Wenkai He; Xiaqing Li; Xinkai Song; Yifan Hao 001; Rui Zhang 040; Zidong Du; Yunji Chen (Sci. China Inf. Sci., 2023)

Emergent Communication for Numerical Concepts Generalization. - Enshuai Zhou; Yifan Hao 001; Rui Zhang 040; Yuxuan Guo; Zidong Du; Xishan Zhang; Xinkai Song; Chao Wang 003; Xuehai Zhou; Jiaming Guo; Qi Yi; Shaohui Peng; et al. (AAAI, 2024)

TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing. - Husheng Han; Xinyao Zheng; Yuanbo Wen; Yifan Hao 001; Erhu Feng; Ling Liang; Jianan Mu; Xiaqing Li; Tianyun Ma; Pengwei Jin; Xinkai Song; Zidong Du; et al. (ASPLOS (4), 2024)

AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. - Huilai Chen; Yuanbo Wen; Limin Cheng; Shouxu Kuang; Yumeng Liu; Weijia Li; Ling Li 001; Rui Zhang 040; Xinkai Song; Wei Li 008; Qi Guo 001; Yunji Chen (ICML, 2024)

Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. - Weihao Kong; Yifan Hao 001; Qi Guo 001; Yongwei Zhao; Xinkai Song; Xiaqing Li; Mo Zou; Zidong Du; Rui Zhang 040; Chang Liu 021; Yuanbo Wen; Pengwei Jin; et al. (ISCA, 2024)

Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. - Yi Chen; Yongwei Zhao; Yifan Hao 001; Yuanbo Wen; Yuntao Dai; Xiaqing Li; Yang Liu; Rui Zhang 040; Mo Zou; Xinkai Song; Xing Hu 001; Zidong Du; et al. (MICRO, 2024)

SRender: Boosting Neural Radiance Field Efficiency via Sensitivity-Aware Dynamic Precision Rendering. - Zhuoran Song; Houshu He; Fangxin Liu; Yifan Hao 001; Xinkai Song; Li Jiang 002; Xiaoyao Liang (MICRO, 2024)

Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM. - Zhongkai Yu; Shengwen Liang; Tianyun Ma; Yunke Cai; Ziyuan Nan; Di Huang; Xinkai Song; Yifan Hao 001; Jie Zhang 048; Tian Zhi; Yongwei Zhao; Zidong Du; et al. (MICRO, 2024)

DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Xiaqing Li; Yongwei Zhao; Yunji Chen; Ling Li 001 (NeurIPS, 2024)

REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Ling Li 001 (IEEE Trans. Image Process., 2024)

Environmental Condition Aware Super-Resolution Acceleration Framework in Server-Client Hierarchies. - Zhuoran Song; Zhongkai Yu; Xinkai Song; Yifan Hao 001; Li Jiang 002; Naifeng Jing; Xiaoyao Liang (ACM Trans. Archit. Code Optim., 2024)

Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with iTex Tessellation. - Jianxing Xu; Yuanbo Wen; Zikang Liu; Ruibai Xu; Tingfeng Ruan; Jun Bi; Rui Zhang 040; Di Huang; Xinkai Song; Yifan Hao 001; Xing Hu 001; Zidong Du; et al. (ASPLOS (2), 2025)

SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection. - Haochen Li 002; Rui Zhang 040; Hantao Yao; Xin Zhang 062; Yifan Hao 001; Xinkai Song; Shaohui Peng; Yongwei Zhao; Chen Zhao; Yanjun Wu; Ling Li 001 (CVPR, 2025)

Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation. - Zhifei Yue; Xinkai Song; Tianbo Liu 006; Xing Hu 001; Rui Zhang 040; Zidong Du; Wei Li 008; Qi Guo 001; Tianshi Chen 002 (HPCA, 2025)

Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table. - Tianbo Liu 006; Xinkai Song; Zhifei Yue; Rui Wen; Xing Hu 001; Zhuoran Song; Yuanbo Wen; Yifan Hao 001; Wei Li 008; Zidong Du; Rui Zhang 040; Jiaming Guo; et al. (ISCA, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Ling Li 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (OSDI, 2025)

Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression. - Tianyun Ma; Yuanbo Wen; Xinkai Song; Pengwei Jin; Di Huang; Husheng Han; Ziyuan Nan; Zhongkai Yu; Shaohui Peng; Yongwei Zhao; Huaping Chen 001; Zidong Du; et al. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Yuanbo Wen; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (CoRR, 2025)