Qin-Wen Luo

According to our database, Qin-Wen Luo authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Compress the Easy, Explore the Hard: Difficulty-Aware Entropy Regularization for Efficient LLM Reasoning.

Qin-Wen Luo, Sheng Ren, Xiang Chen, Rui Liu, Jun Fang, Naiqiang Tan, Sheng-Jun Huang

CoRR, February, 2026

2025

Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL.

Qin-Wen Luo, Ming-Kun Xie, Ye-Wen Wang, Sheng-Jun Huang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Conservative Query and Adaptive Regularization for Offline RL under Uncertainty Estimation.

Li-Rong Zhou, Qin-Wen Luo, Sheng-Jun Huang

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL.

Qin-Wen Luo, Ming-Kun Xie, Ye-Wen Wang, Sheng-Jun Huang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024