Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Kangrui Ruan
Observed name:
Ruan, Kangrui
Institution:
Amazon (United States)
Observed institutions:
Amazon (United States),
Columbia University
ORCID:
0009-0000-7850-0206
Observed ORCID:
0009-0000-7850-0206
OpenAlex ID:
A5022653372
Autonomous navigation at unsignalized intersections: A coupled reinforcement learning and model predictive control approach
2022
·
Rolando Bautista-Montesano
, Renato Galluzzi
, et al.
·
Transportation Research Part C Emerging Technologies
·
83
CVLight: Decentralized learning for adaptive traffic signal control with connected vehicles
2022
·
Zhaobin Mo
, Wangzhi Li
, et al.
·
Transportation Research Part C Emerging Technologies
·
81
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest
2025
·
Xupeng Chen
, Zhixin Lai
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
32
PDF
Learning Human Driving Behaviors with Sequential Causal Imitation Learning
2022
·
Kangrui Ruan
, Xuan Di
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
27
InfoSTGCAN: An Information-Maximizing Spatial-Temporal Graph Convolutional Attention Network for Heterogeneous Human Trajectory Prediction
2024
·
Kangrui Ruan
, Xuan Di
·
Computers
·
17
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
2026
·
Yifeng Ding
, Hung Le
, et al.
·
Proceedings of the conference - Association for Computational Linguistics. Meeting
·
14
PDF
From Twitter to Reasoner: Understand Mobility Travel Modes and Sentiment Using Large Language Models
2024
·
Kangrui Ruan
, Xinyang Wang
, et al.
·
IEEE International Conference on Intelligent Transportation Systems (ITSC)
·
14
PDF
S2E: Towards an End-to-End Entity Resolution Solution from Acoustic Signal
2024
·
Kangrui Ruan
, Xin He
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
7
Causal Imitation for Markov Decision Processes: a Partial Identification Approach
2024
·
Kangrui Ruan
, Junzhe Zhang
, et al.
·
neural information processing systems
·
2
Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets
2026
·
Deshmukh, Shripad V.
, Bock, Christian
, et al.
·
arXiv (Cornell University)
PDF
ANTE: Anticipate, Then Execute -- Learning Internal World Models for Coding Agents from Verified Beliefs
2026
·
Ge, Yi
, Ruan, Kangrui
, et al.
·
arXiv (Cornell University)
PDF
Teaching Agents to Code Reliably
2026
·
Mohsin, Muhammad Ahmed
, Kim, Myeongsoo
, et al.
·
arXiv (Cornell University)
PDF
A Causal Bootstrap for Diverse Image Generation under Unobserved Confounding
2026
·
Chen, Jingyuan
, Ruan, Kangrui
, et al.
·
arXiv (Cornell University)
PDF
Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization
2026
·
Association for Computational Linguistics 2026
, Deoras, Anoop
, et al.
·
Underline Science Inc.
Show more works
View as search
Works count:
16
Citation count:
277
H-index:
7
I10-index:
7
Year
Topic
Type
