Lu, Rui

12 publications

NeurIPS 2025 Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu, Rui Lu, Kai Dang, Xiong-Hui Chen, Jianxin Yang, Zhenru Zhang, Yuqiong Liu, An Yang, Andrew Zhao, Yang Yue, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin

NeurIPS 2025 Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yang Yue, Zhiqi Chen, Rui Lu, Andrew Zhao, Zhaokai Wang, Yang Yue, Shiji Song, Gao Huang

ICML 2025 How Far Is Video Generation from World Model: A Physical Law Perspective Bingyi Kang, Yang Yue, Rui Lu, Zhijie Lin, Yang Zhao, Kaixin Wang, Gao Huang, Jiashi Feng

ICML 2025 T1: Advancing Language Model Reasoning Through Reinforcement Learning and Inference Scaling Zhenyu Hou, Xin Lv, Rui Lu, Jiajie Zhang, Yujiang Li, Zijun Yao, Juanzi Li, Jie Tang, Yuxiao Dong

ICLR 2025 Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias Rui Lu, Runzhe Wang, Kaifeng Lyu, Xitai Jiang, Gao Huang, Mengdi Wang

AAAI 2025 VVRec: Reconstruction Attacks on DL-Based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution Rui Lu, Bihai Zhang, Dan Wang

ECCV 2024 AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni, Yulin Wang, Renping Zhou, Rui Lu, Jiayi Guo, Jinyi Hu, Zhiyuan Liu, Yuan Yao, Gao Huang

ICCV 2023 EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Yulin Wang, Yang Yue, Rui Lu, Tianjiao Liu, Zhao Zhong, Shiji Song, Gao Huang

NeurIPS 2023 Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL Yang Yue, Rui Lu, Bingyi Kang, Shiji Song, Gao Huang

CVPR 2022 On the Integration of Self-Attention and Convolution Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen, Zeyi Huang, Gao Huang

NeurIPS 2022 Provable General Function Class Representation Learning in Multitask Bandits and MDP Rui Lu, Andrew Zhao, Simon S Du, Gao Huang

ICCV 2009 Color Constancy Using 3D Scene Geometry Rui Lu, Arjan Gijsenij, Theo Gevers, Vladimir Nedovic, De Xu, Jan-Mark Geusebroek