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Liu, Sihan
11 publications
ICML
2025
Batch List-Decodable Linear Regression via Higher Moments
Ilias Diakonikolas
,
Daniel Kane
,
Sushrut Karmalkar
,
Sihan Liu
,
Thanasis Pittas
NeurIPS
2025
Replicable Distribution Testing
Ilias Diakonikolas
,
Jingyi Gao
,
Daniel Kane
,
Sihan Liu
,
Christopher Ye
NeurIPS
2024
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
Rohan Choudhury
,
Guanglei Zhu
,
Sihan Liu
,
Koichiro Niinuma
,
Kris M. Kitani
,
László A. Jeni
NeurIPS
2024
Replicable Uniformity Testing
Sihan Liu
,
Christopher Ye
CVPR
2024
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
Sihan Liu
,
Yiwei Ma
,
Xiaoqing Zhang
,
Haowei Wang
,
Jiayi Ji
,
Xiaoshuai Sun
,
Rongrong Ji
COLT
2024
Testable Learning of General Halfspaces with Adversarial Label Noise
Ilias Diakonikolas
,
Daniel Kane
,
Sihan Liu
,
Nikos Zarifis
NeurIPS
2023
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
Ilias Diakonikolas
,
Daniel Kane
,
Vasilis Kontonis
,
Sihan Liu
,
Nikos Zarifis
COLT
2023
Exponential Hardness of Reinforcement Learning with Linear Function Approximation
Sihan Liu
,
Gaurav Mahajan
,
Daniel Kane
,
Shachar Lovett
,
Gellért Weisz
,
Csaba Szepesvári
COLT
2022
Computational-Statistical Gap in Reinforcement Learning
Daniel Kane
,
Sihan Liu
,
Shachar Lovett
,
Gaurav Mahajan
NeurIPS
2022
Nearly-Tight Bounds for Testing Histogram Distributions
Clément L Canonne
,
Ilias Diakonikolas
,
Daniel Kane
,
Sihan Liu
ICCVW
2021
Few-Shot Learning with Online Self-Distillation
Sihan Liu
,
Yue Wang