Title
DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning Qi Cao Ruiyi Wang Ruiyi Zhang Sai Ashish Somayajula P. Xie LRM 88 0 0 26 May 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi Davide Bucciarelli Federico Betti Marcella Cornia Lorenzo Baraldi N. Sebe Rita Cucchiara 223 0 0 26 May 2025
Done Is Better than Perfect: Unlocking Efficient Reasoning by Structured Multi-Turn Decomposition Zihao Zeng Xuyao Huang Boxiu Li Hao Zhang Zhijie Deng ReLM LRM 12 0 0 26 May 2025
ARM: Adaptive Reasoning Model Siye Wu Jian Xie Yikai Zhang Aili Chen Kai Zhang Yu Su Yanghua Xiao LRM 80 0 0 26 May 2025
SCIRGC: Multi-Granularity Citation Recommendation and Citation Sentence Preference Alignment Xiangyu Li Jingqiang Chen 3DV 30 0 0 26 May 2025
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers Zhengliang Shi Lingyong Yan Dawei Yin Suzan Verberne Maarten de Rijke Zhaochun Ren LRM 113 1 0 26 May 2025
CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward Yandong Guan Xilin Wang Xingxi Ming Jing Zhang Dong Xu Qian Yu 3DV LRM 22 0 0 26 May 2025
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement Bingguang Hao Maolin Wang Zengzhuang Xu Cunyin Peng Yicheng Chen Xiangyu Zhao Jinjie Gu Chenyi Zhuang ReLM LRM 104 0 0 26 May 2025
DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data Ruiqi Wu Xinjie Wang Liu Liu Chunle Guo Jiaxiong Qiu Chongyi Li Lichao Huang Zhizhong Su Ming-Ming Cheng VGen 96 1 0 26 May 2025
Decomposing Complex Visual Comprehension into Atomic Visual Skills for Vision Language Models Hyunsik Chae Seungwoo Yoon J. Park Chloe Yewon Chun Yongin Cho Mu Cai Yong Jae Lee Ernest K. Ryu CoGe VLM 36 3 0 26 May 2025
Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection Zhihong Pan Kai Zhang Yuze Zhao Yupeng Han LRM 63 0 0 26 May 2025
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems Yu Shang Peijie Liu Yuwei Yan Zijing Wu Leheng Sheng ... An Zhang Fengli Xu Yu Wang M. Zhang Yong Li LLMAG 99 1 0 26 May 2025
DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients Yuxing Lu Gecheng Fu Wei Wu Xukai Zhao Sin Yee Goi Jinzhuo Wang 123 0 0 26 May 2025
Robot Operation of Home Appliances by Reading User Manuals Jian Zhang Hanbo Zhang Anxing Xiao David Hsu LM&Ro 47 0 0 26 May 2025
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Anton Tkachenko Dmitrij Suskevic Benjamin Adolphi 48 0 0 26 May 2025
Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Ye Ye LLMAG KELM 40 0 0 26 May 2025
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models Yachuan Liu Xiaochun Wei Lin Shi Xinnuo Li Bohan Zhang Paramveer S. Dhillon Qiaozhu Mei 39 0 0 26 May 2025
CODE-DITING: A Reasoning-Based Metric for Functional Alignment in Code Evaluation Guang Yang Yu Zhou Xiang Chen Wei-Shi Zheng Xing Hu Xin Zhou David Lo Taolue Chen ALM LRM 84 0 0 26 May 2025
VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection Zeyi Huang Zeyi Huang Anirudh Sundara Rajan Zefan Cai Wen Xiao Junjie Hu Yong Jae Lee 72 0 0 26 May 2025
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking Yihao Ai Zhiyuan Ning Weiwei Dai P. Wang Yi Du Wenjuan Cui Kunpeng Liu Yuanchun Zhou 40 1 0 26 May 2025
Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarks Chang Liu Haomin Zhang Shiyu Xia Zihao Chen Chaofan Ding Xin Yue Huizhe Chen Xinhan Di 50 0 0 26 May 2025
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks Debargha Ganguly Vikash Singh Sreehari Sankar Biyao Zhang Xuecen Zhang Srinivasan Iyengar Xiaotian Han Amit Sharma Shivkumar Kalyanaraman Vipin Chaudhary 58 0 0 26 May 2025
Minimalist Softmax Attention Provably Learns Constrained Boolean Functions Jerry Yao-Chieh Hu Xiwen Zhang Maojiang Su Zhao Song Han Liu MLT 240 1 0 26 May 2025
Interleaved Reasoning for Large Language Models via Reinforcement Learning Roy Xie David Qiu Deepak Gopinath Dong Lin Yanchao Sun Chong-Jun Wang Saloni Potdar Bhuwan Dhingra KELM LRM 73 0 0 26 May 2025
Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models Yi Liu Dianqing Liu Mingye Zhu Junbo Guo Yongdong Zhang Zhendong Mao 91 0 0 26 May 2025
ReChisel: Effective Automatic Chisel Code Generation by LLM with Reflection Juxin Niu Xiangfeng Liu Dan Niu Xi Wang Zhe Jiang Nan Guan 50 0 0 26 May 2025
Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects Yixin Cui Haotian Lin Shuo Yang Yixiao Wang Yanjun Huang Hong Chen LM&Ro LRM ELM 108 0 0 26 May 2025
Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models Baihui Zheng Boren Zheng Kerui Cao Y. Tan Zhendong Liu ... Jian Yang Wenbo Su Xiaoyong Zhu Bo Zheng Kaifu Zhang ELM 86 0 0 26 May 2025
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning Minheng Ni Zhengyuan Yang Linjie Li Chung-Ching Lin Kevin Qinghong Lin W. Zuo Lijuan Wang ReLM LRM 85 1 0 26 May 2025
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer Rasoul Zahedifar Sayyed Ali Mirghasemi Mahdieh Soleymani Baghshah Alireza Taheri LLMAG 52 0 0 26 May 2025
Reinforced Latent Reasoning for LLM-based Recommendation Yang Zhang Wenxin Xu Xiaoyan Zhao Wenjie Wang Fuli Feng Xiangnan He Tat-Seng Chua OffRL LRM 56 2 0 25 May 2025
Exact Expressive Power of Transformers with Padding William Merrill Ashish Sabharwal 88 0 0 25 May 2025
GhostPrompt: Jailbreaking Text-to-image Generative Models based on Dynamic Optimization Zixuan Chen Hao Lin Ke Xu Xinghao Jiang Tanfeng Sun 44 0 0 25 May 2025
ReFineVLA: Reasoning-Aware Teacher-Guided Transfer Fine-Tuning Tuan V. Vo T. Nguyen Khang Nguyen Duy Ho Minh Nguyen Minh Nhat Vu LRM 50 0 0 25 May 2025
Learning to Explain: Prototype-Based Surrogate Models for LLM Classification Bowen Wei Mehrdad Fazli Ziwei Zhu LLMAG 121 0 0 25 May 2025
ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment Xiaoqiang Lin Arun Verma Zhongxiang Dai Daniela Rus See-Kiong Ng Bryan Kian Hsiang Low 268 0 0 25 May 2025
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding Muye Huang Lingling Zhang Jie Ma Han Lai Fangzhi Xu Yifei Li Wenjun Wu Yaqiang Wu Jun Liu LRM 33 0 0 25 May 2025
Do Large Language Models (Really) Need Statistical Foundations? Weijie Su 267 0 0 25 May 2025
Meta-aware Learning in text-to-SQL Large Language Model Wenda Zhang 53 0 0 25 May 2025
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Xiaoqiang Wang Suyuchen Wang Yun Zhu Bang Liu ReLM LRM 112 0 0 25 May 2025
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking Robin D. Pesl Jerin G. Mathew Massimo Mecella Marco Aiello 57 1 0 25 May 2025
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning Shaohao Rui Kaitao Chen Weijie Ma Xiaosong Wang OffRL LRM 20 0 0 25 May 2025
To CoT or To Loop? A Formal Comparison Between Chain-of-Thought and Looped Transformers Kevin Xu Issei Sato LRM 62 0 0 25 May 2025
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling Jialong Zhou L. Wang Xiao Yang LLMAG 56 0 0 25 May 2025
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems Xuanming Zhang Yuxuan Chen Min-Hsuan Yeh Yixuan Li LLMAG AI4CE 50 0 0 25 May 2025
Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models Ke-Han Lu Chun-Yi Kuan Hung-yi Lee AuLLM ELM 54 3 0 25 May 2025
Optimization-Inspired Few-Shot Adaptation for Large Language Models Boyan Gao Xin Wang Yibo Yang David A. Clifton 55 0 0 25 May 2025
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation Ruichen Zhang Rana Muhammad Shahroz Khan Zhen Tan Dawei Li Song Wang Tianlong Chen LRM 45 0 0 24 May 2025
AI-Driven Climate Policy Scenario Generation for Sub-Saharan Africa Rafiu Adekoya Badekale Adewale Akinfaderin 34 0 0 24 May 2025
Doc-CoB: Enhancing Multi-Modal Document Understanding with Visual Chain-of-Boxes Reasoning Ye Mo Zirui Shao Kai Ye Xianwei Mao Bo Zhang ... Gang Huang Kehan Chen Zhou Huan Zixu Yan Sheng Zhou LRM 57 0 0 24 May 2025