Shijie Cao

Researcher, Microsoft Research Asia

Joined

November 2019

Names

Shijie Cao (Preferred)

Emails

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Microsoft Research Asia (microsoft.com)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Lintao Zhang

2018 – 2021

PhD Advisor

Hsiao-Wuen Hon

2016 – 2021

PhD Advisor

Ningyi Xu

2016 – 2018

Expertise

No areas of expertise listed

Publications

Sparse Attention Adaptation for Long Reasoning
Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang
- ICLR 2026 Poster
- Readers: Everyone
Rectified Sparse Attention for Efficient Long-Sequence Generation
Yutao Sun, Tianzhu Ye, Li Dong, Yuqing Xia, Jian Chen, Yizhao Gao, Shijie Cao, Jianyong Wang, Furu Wei
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Less Is More: Fast and Accurate Reasoning with Cross-Head Unified Sparse Attention
Lijie Yang, Zhihao Zhang, Arti Jain, Shijie Cao, Baihong Yuan, Yiwei Chen, Zhihao Jia, Ravi Netravali
- Submitted to ICLR 2026
- Readers: Everyone
Data Efficacy for Language Model Training
Yalun Dai, Yangyu Huang, Xin Zhang, Wenshan Wu, Chong Li, Wenhui Lu, Shijie Cao, Li Dong, Scarlett Li
- Submitted to ICLR 2026
- Readers: Everyone
TENET: An Efficient Sparsity-Aware LUT-Centric Architecture for Ternary LLM Inference On Edge
Zhirui Huang, Rui Ma, Shijie Cao, Ran Shu, Ian Wang, Ting Cao, Chixiao Chen, Yongqiang Xiong
- CoRR 2025
- Readers: Everyone
ReflecSched: Solving Dynamic Flexible Job-Shop Scheduling via LLM-Powered Hierarchical Reflection
Shijie Cao, Yuan Yuan
- CoRR 2025
- Readers: Everyone
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning
Lijie Yang, Zhihao Zhang, Arti Jain, Shijie Cao, Baihong Yuan, Yiwei Chen, Zhihao Jia, Ravi Netravali
- CoRR 2025
- Readers: Everyone
Fine-Grained Structured Sparse Computing for FPGA-Based AI Inference
Chen Zhang, Shijie Cao, Guohao Dai, Chenbo Geng, Zhuliang Yao, Wencong Xiao, Yunxin Liu, Ming Wu, Lintao Zhang, Guangyu Sun, Zhigang Ji, Runsheng Wang, Ru Huang
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
- Readers: Everyone
Data Efficacy for Language Model Training
Yalun Dai, Yangyu Huang, Xin Zhang, Wenshan Wu, Chong Li, Wenhui Lu, Shijie Cao, Li Dong, Scarlett Li
- CoRR 2025
- Readers: Everyone
SeerAttention-R: Sparse Attention Adaptation for Long Reasoning
Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang
- CoRR 2025
- Readers: Everyone

View all 51 publications

Co-Authors

View all 113 co-authors