Title
Reason-SVG: Hybrid Reward RL for Aha-Moments in Vector Graphics Generation Ximing Xing Yandong Guan Jing Zhang Dong Xu Qian Yu LRM 59 0 0 30 May 2025
SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought Guanghao Li Wenhao Jiang Mingfeng Chen Yan Li Hao Yu Shuting Dong Tao Ren Ming Tang Chun Yuan ReLM LRM 23 0 0 30 May 2025
MDPO: Multi-Granularity Direct Preference Optimization for Mathematical Reasoning Yunze Lin LRM 7 0 0 30 May 2025
ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving Yongming Chen Miner Chen Liewen Liao Mingyang Jiang Xiang Zuo Hengrui Zhang Yuchen Xi Songan Zhang 22 0 0 30 May 2025
Semi-structured LLM Reasoners Can Be Rigorously Audited Jixuan Leng Cassandra A. Cohen Zhixian Zhang Chenyan Xiong William W. Cohen LRM 23 0 0 30 May 2025
Fewer Hallucinations, More Verification: A Three-Stage LLM-Based Framework for ASR Error Correction Yangui Fang Baixu Cheng Jing Peng Xu Li Yu Xi Chengwei Zhang Guohui Zhong 27 0 0 30 May 2025
Benchmarking Foundation Models for Zero-Shot Biometric Tasks Redwan Sony Parisa Farmanifard Hamzeh Alzwairy Nitish Shukla Arun Ross CVBM VLM 43 0 0 30 May 2025
Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT Zhuobai Dong Junchao Yi Ziyuan Zheng Haochen Han Xiangxi Zheng Alex Jinpeng Wang Fangming Liu Linjie Li ReLM LRM 17 0 0 30 May 2025
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models Adam Stein Aaditya Naik Neelay Velingker Mayur Naik Eric Wong NAI AI4CE 18 1 0 30 May 2025
Lossless Token Sequence Compression via Meta-Tokens John Harvill Ziwei Fan Hao Wang Yizhou Sun Hao Ding Luke Huan Anoop Deoras 20 0 0 30 May 2025
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration Qinglin Zhu Runcong Zhao Hanqi Yan Yulan He Yudong Chen Lin Gui LRM 26 0 0 30 May 2025
Domain-Aware Tensor Network Structure Search Giorgos Iacovides Wuyang Zhou Chao Li Qibin Zhao Danilo Mandic 34 0 0 29 May 2025
Evaluating the Sensitivity of LLMs to Prior Context Robert Hankache Kingsley Nketia Acheampong Liang Song Marek Brynda Raad Khraishi Greig A. Cowan 15 0 0 29 May 2025
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics Dongyoung Kim S. Park Huiwon Jang Jinwoo Shin Jaehyung Kim Younggyo Seo LRM 20 0 0 29 May 2025
Large Language Model Meets Constraint Propagation Alexandre Bonlarron Florian Régin Elisabetta De Maria Jean-Charles Régin 28 0 0 29 May 2025
MenTeR: A fully-automated Multi-agenT workflow for end-to-end RF/Analog Circuits Netlist Design Pin-Han Chen Y. Lin Wei-Cheng Lee Tin-Yu Leu Po-Hsiang Hsu Anjana Dissanayake Sungjin Oh Chinq-Shiun Chiu 42 0 0 29 May 2025
Neither Stochastic Parroting nor AGI: LLMs Solve Tasks through Context-Directed Extrapolation from Training Data Priors Harish Tayyar Madabushi Melissa Torgbi C. Bonial 64 0 0 29 May 2025
Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness Yongjin Yang Euiin Yi Jongwoo Ko Kimin Lee Zhijing Jin Se-Young Yun LLMAG 47 0 0 29 May 2025
Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information Xu Chu Xinrong Chen Guanyu Wang Zhijie Tan Kui Huang Wenyu Lv Tong Mo Weiping Li LRM VLM 73 0 0 29 May 2025
Position: The Future of Bayesian Prediction Is Prior-Fitted Samuel G. Müller Arik Reuter Noah Hollmann David Rügamer Frank Hutter 23 0 0 29 May 2025
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution Q. Xiao Alan Ansell Boqian Wu Lu Yin Mykola Pechenizkiy Shiwei Liu Decebal Constantin Mocanu 27 0 0 29 May 2025
Continuous Chain of Thought Enables Parallel Exploration and Reasoning Halil Alperen Gozeten M. E. Ildiz Xuechen Zhang Hrayr Harutyunyan A. S. Rawat Samet Oymak LRM 62 0 0 29 May 2025
A Survey of Generative Categories and Techniques in Multimodal Large Language Models Longzhen Han Awes Mubarak Almas Baimagambetov Nikolaos Polatidis Thar Baker LRM 18 0 0 29 May 2025
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought Yunze Man De-An Huang Guilin Liu Shiwei Sheng Shilong Liu Liang-Yan Gui Jan Kautz Yu Wang Zhiding Yu MLLM LRM 74 0 0 29 May 2025
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence Sihan Yang Runsen Xu Yiman Xie Sizhe Yang Mo Li ... Haodong Duan Xiangyu Yue Dahua Lin Tai Wang Jiangmiao Pang VLM LRM 53 1 0 29 May 2025
VModA: An Effective Framework for Adaptive NSFW Image Moderation Han Bao Qinying Wang Zhi Chen Qingming Li Xuhong Zhang Changjiang Li Zonghui Wang Shouling Ji Wenzhi Chen 9 0 0 29 May 2025
Scalable Complexity Control Facilitates Reasoning Ability of LLMs Liangkai Hang Junjie Yao Zhiwei Bai Tianyi Chen Yang Chen ... Feiyu Xiong Y. Zhang Weinan E Hongkang Yang Zhi-hai Xu LRM 41 0 0 29 May 2025
Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis Xingyu Liu Yubin Li Guozhang Chen 13 0 0 29 May 2025
Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models Haohan Chi Huan-ang Gao Ziming Liu Jianing Liu Chenyu Liu ... Leichen Wang Xingtao Hu Hao Sun Hang Zhao Hao Zhao VLM 90 0 0 29 May 2025
Are Reasoning Models More Prone to Hallucination? Zijun Yao Y. Liu Yanxu Chen Jianhui Chen Junfeng Fang Lei Hou Juanzi Li Tat-Seng Chua ReLM HILM LRM 109 0 0 29 May 2025
How does Transformer Learn Implicit Reasoning? Jiaran Ye Zijun Yao Zhidian Huang Liangming Pan Jinxin Liu ... Amy Xin Liu Weichuan Xiaoyin Che Lei Hou Juanzi Li OffRL ReLM LRM 107 0 0 29 May 2025
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence Diankun Wu Fangfu Liu Yi-Hsin Hung Yueqi Duan LRM 77 1 0 29 May 2025
VLM-RRT: Vision Language Model Guided RRT Search for Autonomous UAV Navigation Jianlin Ye Savvas Papaioannou P. Kolios 60 1 0 29 May 2025
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition Yu Li Jin Jiang J. Zhu Shuai Peng Baole Wei Yuxuan Zhou Liangcai Gao 49 0 0 29 May 2025
PixelThink: Towards Efficient Chain-of-Pixel Reasoning Song Wang Gongfan Fang Lingdong Kong Xiangtai Li Jianyun Xu Sheng Yang Qiang Li Jianke Zhu Xinchao Wang LRM 119 0 0 29 May 2025
Rethinking the Unsolvable: When In-Context Search Meets Test-Time Scaling Fanzeng Xia Yidong Luo Tinko Sebastian Bartels Yaqi Xu Tongxin Li ReLM LRM 84 0 0 28 May 2025
Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning Chunyi Peng Zhipeng Xu Zhenghao Liu Yishan Li Yukun Yan ... Zhiyuan Liu Yu Gu Minghe Yu Ge Yu Maosong Sun LRM 90 1 0 28 May 2025
Curse of High Dimensionality Issue in Transformer for Long-context Modeling Shuhai Zhang Zeng You Yaofo Chen Z. Wen Qianyue Wang Zhijie Qiu Yuanqing Li Mingkui Tan 34 0 0 28 May 2025
On Learning Verifiers for Chain-of-Thought Reasoning Maria-Florina Balcan Avrim Blum Zhiyuan Li Dravyansh Sharma LRM 35 0 0 28 May 2025
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models Kaiyu He Zhiyu Chen ReLM LRM ELM 75 0 0 28 May 2025
Beyond path selection: Better LLMs for Scientific Information Extraction with MimicSFT and Relevance and Rule-induced(R $^2$ )GRPO Ran Li Shimin Di Yuchen Liu Chen Jing Yu Qiu Lei Chen LRM 54 0 0 28 May 2025
Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective Qingchuan Ma Yuhang Wu Xiawu Zheng Rongrong Ji 29 0 0 28 May 2025
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Feibo Jiang Cunhua Pan Li Dong Kezhi Wang O. Dobre Mérouane Debbah LLMAG AI4TS 172 1 0 28 May 2025
ChatCFD: an End-to-End CFD Agent with Domain-specific Structured Thinking E Fan Weizong Wang Tianhan Zhang ALM AI4CE 17 0 0 28 May 2025
A Large Language Model-Enabled Control Architecture for Dynamic Resource Capability Exploration in Multi-Agent Manufacturing Systems Jonghan Lim Ilya Kovalenko AI4CE 19 0 0 28 May 2025
Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs Jakub Podolak Rajeev Verma ReLM LRM 15 0 0 28 May 2025
From Motion to Behavior: Hierarchical Modeling of Humanoid Generative Behavior Control Jusheng Zhang Jinzhou Tang Sidi Liu Mingyan Li Sheng Zhang Jian Wang Keze Wang 15 0 0 28 May 2025
Text2Grad: Reinforcement Learning from Natural Language Feedback Hanyang Wang Lu Wang Chaoyun Zhang Tianjun Mao Si Qin Qingwei Lin Saravan Rajmohan Dongmei Zhang 74 0 0 28 May 2025
Reinforced Reasoning for Embodied Planning Di Wu Jiaxin Fan Junzhe Zang G. Wang Wei Yin Wenhao Li Bo Jin LRM 112 0 0 28 May 2025
Fostering Video Reasoning via Next-Event Prediction Haonan Wang Hongfu Liu Xiangyan Liu C. Du Kenji Kawaguchi Ye Wang Tianyu Pang AI4TS LRM 77 0 0 28 May 2025