Author

Jie Feng

h-index 4 View on Semantic Scholar

We have 3 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

RoXDrive: Closed-Loop Reinforcement Learning for End-to-End Autonomous Driving via Action-Faithful Rollouts

RoXDrive is introduced, a plug-and-play closed-loop RL framework that enables reliable policy optimization by identifying action-faithful world-model rollouts and an Action-Vision Faithfulness Evaluator for inverse dynamics estimation with geometry-aware auxiliary trajectory supervision, enabling long-horizon assessmen...

Hong-Bin Lin, Chao-Da Zheng, Yi-Ming Yang et al. · 0 citations

2026

MiniCache: Reusable Program Caching with Small Model Interfaces for Efficient LLM Inference

MiniCache is a reusable program caching framework that transforms Program-of-Thought programs into parameterized cache objects, enabling reusable computation across structurally similar requests, and consistently improves the trade-off between inference latency, cache reuse, and task quality.

Jing-Quan Chen, Jing-Hua Piao, Jie Feng et al. · arXiv.org · 0 citations

Preprint Jul 2026

CacheSpec: Finding the Sweet Spot for Small Models in Large Language Models

The results suggest that the sweet spot for small models in large-model inference systems lies not in solving complex tasks independently, but in performing lightweight, structured, and verifiable auxiliary operations.

Jingquan Chen, Jie Feng, J. Piao et al. · 0 citations