Liqian Peng

18 papers A* 1A 1C 1Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A conf
Privacy-preserved LLM Cascade via CoT-enhanced Policy Learning.
WSDM
Kai Zhang, Congchao Wang, Liqian Peng, Alec Go, Xiaozhong Liu
2026 J jnl
Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens.
CoRR
Wei-Lin Chen, Liqian Peng, Tian Tan, Chao Zhao, Blake JianHang Chen, Ziqian Lin, Alec Go, Yu Meng
2025 J jnl
Compressing Many-Shots in In-Context Learning.
CoRR
Devvrit Khatri, Pranamya Kulkarni, Nilesh Gupta, Yerram Varun, Liqian Peng, Jay Yagnik, Praneeth Netrapalli, Cho-Jui Hsieh, Alec Go, Inderjit S. Dhillon, Aditya Kusupati, Prateek Jain
2025 J jnl
You Only Fine-tune Once: Many-Shot In-Context Fine-Tuning for Large Language Model.
CoRR
Wenchong He, Liqian Peng, Zhe Jiang, Alex Go
2024 J jnl
LLM Cascade with Multi-Objective Optimal Consideration.
CoRR
Kai Zhang, Liqian Peng, Congchao Wang, Alec Go, Xiaozhong Liu
2021 J jnl
Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators.
CoRR
Zhe Bai, Liqian Peng
2021 J jnl
Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators.
Adv. Model. Simul. Eng. Sci.
Zhe Bai, Liqian Peng
2019 J jnl
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning.
J. Comput. Phys.
Kevin T. Carlberg, Antony Jameson, Mykel J. Kochenderfer, Jeremy Morton, Liqian Peng, Freddie D. Witherden
2018 J jnl
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning.
CoRR
Kevin T. Carlberg, Antony Jameson, Mykel J. Kochenderfer, Jeremy Morton, Liqian Peng, Freddie D. Witherden
2016 — conf
Geometric model reduction of forced and dissipative Hamiltonian systems.
CDC
Liqian Peng, Kamran Mohseni
2016 J jnl
Symplectic Model Reduction of Hamiltonian Systems.
SIAM J. Sci. Comput.
Liqian Peng, Kamran Mohseni
2015 Misc conf
A DDDAS Plume Monitoring System with Reduced Kalman Filter
ICCS
Liqian Peng, Matthew Silic, Kamran Mohseni
2015 C conf
A localized symplectic model reduction technique for parameterized Hamiltonian systems.
ACC
Liqian Peng, Kamran Mohseni
2014 — conf
An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks.
DyDESS
Isaac J. Sledge, Liqian Peng, Kamran Mohseni
2014 J jnl
An Online Manifold Learning Approach for Model Reduction of Dynamical Systems.
SIAM J. Numer. Anal.
Liqian Peng, Kamran Mohseni
2014 J jnl
Dynamic Data Driven Application System for Plume Estimation Using UAVs.
J. Intell. Robotic Syst.
Liqian Peng, Doug Lipinski, Kamran Mohseni
2013 A* conf
Cooperative control using data-driven feedback for mobile sensors.
ICRA
Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni
2012 — conf
High Resolution Atmospheric Sensing Using UAVs.
DARS
Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni