Xinkai Song

33 papers A* 18Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Cambricon-GS: An Accelerator for 3D Gaussian Splatting Training With Gaussian-Pixel Hybrid Parallelism.
HPCA
Rui Wen, Zhifei Yue, Tianbo Liu, Xinkai Song, Jin Li, Di Huang, Jiaming Guo, Xing Hu, Zidong Du, Qi Guo, Tianshi Chen
2026 J jnl
TensorFHE+: Fully Homomorphic Encryption Acceleration Based on Linear Algebra.
IEEE Trans. Computers
Yintai Sun, Shengyu Fan, Zhenhua Yin, Xinkai Song, Xing Hu, Zidong Du, Qi Guo, Weizhi Xu, Rui Hou, Dan Meng, Song Bian, Mingzhe Zhang
2025 A* conf
Cambricon-DG: An Accelerator for Redundant-Free Dynamic Graph Neural Networks Based on Nonlinear Isolation.
HPCA
Zhifei Yue, Xinkai Song, Tianbo Liu, Xing Hu, Rui Zhang, Zidong Du, Wei Li, Qi Guo, Tianshi Chen
2025 A* conf
Cambricon-SR: An Accelerator for Neural Scene Representation with Sparse Encoding Table.
ISCA
Tianbo Liu, Xinkai Song, Zhifei Yue, Rui Wen, Xing Hu, Zhuoran Song, Yuanbo Wen, Yifan Hao, Wei Li, Zidong Du, Rui Zhang, Jiaming Guo, Di Huang, Shaohui Peng, Guangzhong Sun, Qi Guo, Tianshi Chen
2025 J jnl
Harmonia: A Unified Architecture for Efficient Deep Symbolic Regression.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
TianYun Ma, Yuanbo Wen, Xinkai Song, Pengwei Jin, Di Huang, Husheng Han, Ziyuan Nan, Zhongkai Yu, Shaohui Peng, Yongwei Zhao, Huaping Chen, Zidong Du, Xing Hu, Qi Guo
2025 — conf
Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with
ASPLOS (2)
Jianxing Xu, Yuanbo Wen, Zikang Liu, Ruibai Xu, Tingfeng Ruan, Jun Bi, Rui Zhang, Di Huang, Xinkai Song, Yifan Hao, Xing Hu, Zidong Du, Chongqing Zhao, Jiang Jie, Qi Guo
2025 A* conf
QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach.
OSDI
Shouyang Dong, Jun Bi, Di Huang, Jiaming Guo, Jianxing Xu, Ruibai Xu, Xinkai Song, Yifan Hao, Ling Li, Xuehai Zhou, Tianshi Chen, Qi Guo, Yunji Chen
2025 J jnl
QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach.
CoRR
Shouyang Dong, Yuanbo Wen, Jun Bi, Di Huang, Jiaming Guo, Jianxing Xu, Ruibai Xu, Xinkai Song, Yifan Hao, Xuehai Zhou, Tianshi Chen, Qi Guo, Yunji Chen
2025 A* conf
SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection.
CVPR
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Shaohui Peng, Yongwei Zhao, Chen Zhao, Yanjun Wu, Ling Li
2024 A* conf
AutoOS: Make Your OS More Powerful by Exploiting Large Language Models.
ICML
Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen
2024 A* conf
Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization.
MICRO
Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen
2024 A* conf
Cambricon-D: Full-Network Differential Acceleration for Diffusion Models.
ISCA
Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen
2024 A* conf
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM.
MICRO
Zhongkai Yu, Shengwen Liang, TianYun Ma, Yunke Cai, Ziyuan Nan, Di Huang, Xinkai Song, Yifan Hao, Jie Zhang, Tian Zhi, Yongwei Zhao, Zidong Du, Xing Hu, Qi Guo, Tianshi Chen
2024 J jnl
Cambricon-LLM: A Chiplet-Based Hybrid Architecture for On-Device Inference of 70B LLM.
CoRR
Zhongkai Yu, Shengwen Liang, TianYun Ma, Yunke Cai, Ziyuan Nan, Di Huang, Xinkai Song, Yifan Hao, Jie Zhang, Tian Zhi, Yongwei Zhao, Zidong Du, Xing Hu, Qi Guo, Tianshi Chen
2024 A* conf
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection.
NeurIPS
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Yunji Chen, Ling Li
2024 J jnl
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection.
CoRR
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Ling Li, Yunji Chen
2024 A* conf
Emergent Communication for Numerical Concepts Generalization.
AAAI
Enshuai Zhou, Yifan Hao, Rui Zhang, Yuxuan Guo, Zidong Du, Xishan Zhang, Xinkai Song, Chao Wang, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2024 J jnl
Environmental Condition Aware Super-Resolution Acceleration Framework in Server-Client Hierarchies.
ACM Trans. Archit. Code Optim.
Zhuoran Song, Zhongkai Yu, Xinkai Song, Yifan Hao, Li Jiang, Naifeng Jing, Xiaoyao Liang
2024 J jnl
REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection.
IEEE Trans. Image Process.
Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Ling Li
2024 A* conf
SRender: Boosting Neural Radiance Field Efficiency via Sensitivity-Aware Dynamic Precision Rendering.
MICRO
Zhuoran Song, Houshu He, Fangxin Liu, Yifan Hao, Xinkai Song, Li Jiang, Xiaoyao Liang
2024 — conf
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing.
ASPLOS (4)
Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
2024 J jnl
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing.
CoRR
Husheng Han, Xinyao Zheng, Yuanbo Wen, Yifan Hao, Erhu Feng, Ling Liang, Jianan Mu, Xiaqing Li, TianYun Ma, Pengwei Jin, Xinkai Song, Zidong Du, Qi Guo, Xing Hu
2023 A* conf
BALTO: fast tensor program optimization with diversity-based active learning.
ICLR
Jun Bi, Xiaqing Li, Qi Guo, Rui Zhang, Yuanbo Wen, Xing Hu, Zidong Du, Xinkai Song, Yifan Hao, Yunji Chen
2023 A* conf
Cambricon-R: A Fully Fused Accelerator for Real-Time Learning of Neural Scene Representation.
MICRO
Xinkai Song, Yuanbo Wen, Xing Hu, Tianbo Liu, Haoxuan Zhou, Husheng Han, Tian Zhi, Zidong Du, Wei Li, Rui Zhang, Chen Zhang, Lin Gao, Qi Guo, Tianshi Chen
2023 A* conf
Cambricon-U: A Systolic Random Increment Memory Architecture for Unary Computing.
MICRO
Hongrui Guo, Yongwei Zhao, Zhangmai Li, Yifan Hao, Chang Liu, Xinkai Song, Xiaqing Li, Zidong Du, Rui Zhang, Qi Guo, Tianshi Chen, Zhiwei Xu
2023 J jnl
Chip design with machine learning: a survey from algorithm perspective.
Sci. China Inf. Sci.
Wenkai He, Xiaqing Li, Xinkai Song, Yifan Hao, Rui Zhang, Zidong Du, Yunji Chen
2023 A* conf
Emergent Communication for Rules Reasoning.
NeurIPS
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2023 J jnl
Emergent Communication for Rules Reasoning.
CoRR
Yuxuan Guo, Yifan Hao, Rui Zhang, Enshuai Zhou, Zidong Du, Xishan Zhang, Xinkai Song, Yuanbo Wen, Yongwei Zhao, Xuehai Zhou, Jiaming Guo, Qi Yi, Shaohui Peng, Di Huang, Ruizhi Chen, Qi Guo, Yunji Chen
2023 A* conf
Learning Domain-Aware Detection Head with Prompt Tuning.
NeurIPS
Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
2023 J jnl
Learning Domain-Aware Detection Head with Prompt Tuning.
CoRR
Haochen Li, Rui Zhang, Hantao Yao, Xinkai Song, Yifan Hao, Yongwei Zhao, Ling Li, Yunji Chen
2022 J jnl
Cambricon-G: A Polyvalent Energy-Efficient Accelerator for Dynamic Graph Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xinkai Song, Tian Zhi, Zhe Fan, Zhenxing Zhang, Xi Zeng, Wei Li, Xing Hu, Zidong Du, Qi Guo, Yunji Chen
2021 A* conf
Cambricon-Q: A Hybrid Architecture for Efficient Training.
ISCA
Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Xinkai Song, Wei Li, Xishan Zhang, Ling Li, Zhiwei Xu, Tianshi Chen
2016 — conf
Traffic Sign Detection with Convolutional Neural Networks.
ICCSIP
Evan Peng, Feng Chen, Xinkai Song