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Sirui Li — most-cited papers & profile · Large Language Models
← authors
·
overview
Sirui Li
14
papers ·
7
citations ·
3
h-index
Massachusetts Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
2022 · 4 citations
Nature-inspired Dynamic Control For Pursuit-evasion Of Robots
2024 · 2 citations
Solve Smart, Not Often: Policy Learning for Costly MILP Re-solving
2025
SpeechRefiner: Towards Perceptual Quality Refinement for Front-End Algorithms
2025
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy
2023
Non-Euclidean Spatial Graph Neural Network
2023
Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks
2023
Generalizing Cooperative Eco-driving via Multi-residual Task Learning
2024
Model-Based Transfer Learning for Contextual Reinforcement Learning
2024
Top co-authors
Ao Qu
· 1
Cathy Wu
· 1
Chonghe Jiang
· 1
Chonghuan Wang
· 1
Hai Wang
· 1
Hanzhang Qin
· 1
Han Zheng
· 1
Jinglong Zhao
· 1
Jinhua Zhao
· 1
Junyi Li
· 1
Minwei Kong
· 1
Ou Zheng
· 1
Topics
Model-Based RL
Value-Based
Meta-RL
Multi-Agent
Control
cs.LG
Speech Recognition
Speech Enhancement
Audio Understanding
Safe RL