OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
wang ning
PhD student, Institute of automation, Chinese academy of science, Chinese Academy of Sciences
Joined
February 2024
Names
wang ning
(Preferred)
,
Ning Wang
Emails
****@ia.ac.cn
(Confirmed)
,
****@mails.ucas.ac.cn
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Semantic Scholar
Career & Education History
PhD student
Institute of automation, Chinese academy of science, Chinese Academy of Sciences
(ia.ac.cn)
2023
–
Present
Advisors, Relations & Conflicts
Coauthor
Zekun Li
2024
–
Present
PhD Advisor
Guoqi Li
2023
–
Present
PhD Advisor
Tongxin Bai
2023
–
Present
Expertise
Modelling Logical Reasoning Skills
Present
Efficient Deep Learning Architecture
2023
–
Present
Publications
PLA: A Principled Path from Softmax Attention to Linear Models via KV Cache Compression
wang ning
,
Zekun Li
,
Tongxin Bai
,
Man Yao
,
Guoqi Li
Rejected by TMLR
Readers:
Everyone
An Efficient Framework for Length Extension via Dynamically Growing Positional Embedding and Correlation-Aware Routing Attention
wang ning
,
Zekun Li
,
Tongxin Bai
,
Man Yao
,
Zhen Qin
,
Guoqi Li
Submitted to ICLR 2026
Readers:
Everyone
PLA: The Optimal Path from Softmax Attention to Linear Models via KV Cache Compression
wang ning
,
Zekun Li
,
Tongxin Bai
,
Man Yao
,
Guoqi Li
Submitted to ICLR 2026
Readers:
Everyone
MVA: Linear Attention with High-order Query-Keys Integration and Multi-level Vocabulary Decomposition
wang ning
,
Zekun Li
,
Tongxin Bai
,
Man Yao
,
Zhen Qin
,
Guoqi Li
ICML 2025 poster
Readers:
Everyone
Co-Authors
Guoqi Li
Man Yao
Tongxin Bai
Zekun Li
Zhen Qin