Yingru Li

30 papers A* 3A 1Journal 25Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Precision: Training-Inference Mismatch is an Optimization Problem and Simple LR Scheduling Fixes It.
CoRR
Yaxiang Zhang, Yingru Li, Jiacai Liu, Jiawei Xu, Ziniu Li, Qian Liu, Haoyuan Li
2026 J jnl
Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations.
CoRR
Wei Liu, Jiawei Xu, Yingru Li, Longtao Zheng, Tianjian Li, Qian Liu, Junxian He
2026 J jnl
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL.
CoRR
Yingru Li, Jiawei Xu, Ziniu Li, Jiacai Liu, Wei Liu, Yuxuan Tong, Longtao Zheng, Zhenghai Xue, Yaxiang Zhang, Tianle Cai, Ge Zhang, Qian Liu, Baoxiang Wang
2025 J jnl
A Note on Hybrid Online Reinforcement and Imitation Learning for LLMs: Formulations and Algorithms.
CoRR
Yingru Li, Ziniu Li, Jiacai Liu
2025 J jnl
Divergence-Augmented Policy Optimization.
CoRR
Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang
2025 J jnl
Effect of Elevated Temperature on Physical Activity and Falls in Low-Income Older Adults Using Zero-Inflated Poisson and Graphical Models.
Inf.
Tho Nguyen, DaHee Kim, Yingru Li, Christopher T. Emrich, Jennifer Crook, Ladda Thiamwong, Rui Xie
2025 J jnl
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents.
CoRR
Jiawei Wang, Jiacai Liu, Yuqian Fu, Yingru Li, Xintao Wang, Yuan Lin, Yu Yue, Lin Zhang, Yang Wang, Ke Wang
2025 J jnl
Logit Dynamics in Softmax Policy Gradient Methods.
CoRR
Yingru Li
2025 J jnl
Mapping the Completeness and Positional Accuracy of OpenStreetMap Road Data at the County Level in the Contiguous United States.
Trans. GIS
Dapeng Li, Madusha Maha Gamage, Jiacheng Cao, Yuhan Jiang, Yingru Li, Ling Zhang, Quynh C. Nguyen, Thu T. Nguyen, Laura K. Siebeneck
2025 J jnl
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation.
CoRR
Mengkang Hu, Yuhang Zhou, Wendong Fan, Yuzhou Nie, Bowei Xia, Tao Sun, Ziyu Ye, Zhaoxuan Jin, Yingru Li, Qiguang Chen, Zeyu Zhang, Yifeng Wang, Qianshuo Ye, Bernard Ghanem, Ping Luo, Guohao Li
2025 J jnl
Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning.
CoRR
Fei Yu, Yingru Li, Benyou Wang
2025 J jnl
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning.
CoRR
Zhenghai Xue, Longtao Zheng, Qian Liu, Yingru Li, Xiaosen Zheng, Zejun Ma, Bo An
2025 J jnl
Taming the Tail: Stable LLM Reinforcement Learning via Dynamic Vocabulary Pruning.
CoRR
Yingru Li, Jiawei Xu, Jiacai Liu, Yuxuan Tong, Ziniu Li, Tianle Cai, Ge Zhang, Qian Liu, Baoxiang Wang
2025 J jnl
Trust Region Masking for Long-Horizon LLM Reinforcement Learning.
CoRR
Yingru Li, Jiacai Liu, Jiawei Xu, Yuxuan Tong, Ziniu Li, Baoxiang Wang
2025 J jnl
Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs.
CoRR
Fei Yu, Yingru Li, Benyou Wang
2024 J jnl
Adaptive Foundation Models for Online Decisions: HyperAgent with Fast Incremental Uncertainty Estimation.
CoRR
Yingru Li, Jiawei Xu, Zhi-Quan Luo
2024 J jnl
HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments.
CoRR
Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo
2024 J jnl
Optimistic Thompson Sampling for No-Regret Learning in Unknown Games.
CoRR
Yingru Li, Liangqi Liu, Wenqiang Pu, Hao Liang, Zhi-Quan Luo
2024 A conf
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation.
AISTATS
Yingru Li, Zhi-Quan Luo
2024 J jnl
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation.
CoRR
Yingru Li, Zhi-Quan Luo
2024 J jnl
Probability Tools for Sequential Random Projection.
CoRR
Yingru Li
2024 A* conf
Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent.
ICML
Yingru Li, Jiawei Xu, Lei Han, Zhi-Quan Luo
2024 — conf
Radar Anti-Jamming Strategy Learning via Domain-Knowledge Enhanced Online Convex Optimization.
SAM
Liangqi Liu, Wenqiang Pu, Yingru Li, Bo Jiu, Zhi-Quan Luo
2024 J jnl
Simple, unified analysis of Johnson-Lindenstrauss with applications.
CoRR
Yingru Li
2022 A* conf
HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning.
ICLR
Ziniu Li, Yingru Li, Yushun Zhang, Tong Zhang, Zhi-Quan Luo
2020 J jnl
A Study on the GIS Professional (GISP) Certification Program in the U.S.
ISPRS Int. J. Geo Inf.
Dapeng Li, Yingru Li, Quynh C. Nguyen, Laura K. Siebeneck
2019 A* conf
Divergence-Augmented Policy Optimization.
NeurIPS
Qing Wang, Yingru Li, Jiechao Xiong, Tong Zhang
2018 J jnl
Hidden community detection in social networks.
Inf. Sci.
Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft
2017 J jnl
Hidden Community Detection in Social Networks.
CoRR
Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft
2014 J jnl
Online Flood Information System: REST-Based Web Service.
Int. J. Appl. Geospat. Res.
Xiannian Chen, Xinyue Ye, Michael C. Carroll, Yingru Li