Lu, Rui
- GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
2025/08/08 by Team, GLM-4. 5 Team, : +357 · 21 voices · 131 citations
Computer Science · #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Rough Sets and Fuzzy Logic #cs.CL
- Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
2025/04/18 by Zhiqi Chen, Yue, Yang, Rui Lu +11 · 10 voices · 231 citations
#cs.AI #cs.CL #cs.CV
- ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
2024/06/18 by GLM, Team, :, Zeng, Aohan +56 · 221 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
2025/06/02 by Shenzhi Wang, Le Yu, Wang, Shenzhi +37 · 1 voice · 176 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #Software Engineering Research #cs.AI #cs.CL #cs.LG
- How Far is Video Generation from World Model: A Physical Law Perspective
2024/11/04 by Bingyi Kang, Yang Yue, Kang, Bingyi +14 · 3 voices · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #Chaos, Complexity, and Education #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #cs.AI #cs.CV
- AgentTuning: Enabling Generalized Agent Abilities for LLMs
2023/10/19 by Aohan Zeng, Zeng, Aohan, Mingdao Liu +11 · 44 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
2025/01/20 by Hou, Zhenyu, Lv, Xin, Lu, Rui +6 · 18 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On the Integration of Self-Attention and Convolution
2021/11/29 by Xuran Pan, Pan, Xuran, Chunjiang Ge +11 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
2025/06/13 by Zhenyu Hou, Ziniu Hu, Hou, Zhenyu +9 · 20 citations
Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Statistical and Computational Modeling
- Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing
2024/07/11 by Wang, Huanqian, Yue, Yang, Lu, Rui +5 · 4 citations
#62M45 (Secondary) #68T50 (Primary) 68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7
- AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation
2024/08/31 by Zanlin Ni, Yulin Wang, Ni, Zanlin +15 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training
2024/05/14 by Wang, Yulin, Yue, Yang, Lu, Rui +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL
2025/09/12 by Lu, Rui, Hou, Zhenyu, Wang, Zihan +6 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- On the Power of Multitask Representation Learning in Linear MDP
2021/06/15 by Lu, Rui, Huang, Gao, Du, Simon S. · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts
2025/08/13 by Yu, Mo, Chung, Tsz Ting, Zhou, Chulun +8 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones
2022/11/17 by Wang, Yulin, Yue, Yang, Lu, Rui +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias
2025/03/05 by Lu, Rui, Wang, Runzhe, Lyu, Kaifeng +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters
2025/01/03 by Zhou, Chulun, Qiujing Wang, Mo Yu +14 · 3 citations
Social Sciences · #Education and Critical Thinking Development
- MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media
2025/08/07 by Lu, Rui, Bi, Jinhe, Ma, Yunpu +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Emulating Human-like Adaptive Vision for Efficient and Flexible Machine Visual Perception
2025/09/18 by Wang, Yulin, Yue, Yang, Wang, Huanqian +11 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
2025/10/05 by Hanchen Zhang, Zhang, Hanchen, Xiao Liu +24 · 5 citations
Computer Science · #Reinforcement Learning in Robotics