Title
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 90 3 0 25 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 56 1 0 25 Mar 2025
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse Zhenyu Pan Han Liu OffRL LRM 64 3 0 24 Mar 2025
Evolutionary Policy Optimization Jianren Wang Yifan Su Abhinav Gupta Deepak Pathak 50 0 0 24 Mar 2025
DeepFund: Will LLM be Professional at Fund Investment? A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 57 0 0 24 Mar 2025
Sun-Shine: A Large Language Model for Tibetan Culture Cheng Huang Fan Gao Nyima Tashi Yutong Liu Xiangxiang Wang ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ALM 106 2 0 24 Mar 2025
Video-T1: Test-Time Scaling for Video Generation F. Liu Hanyang Wang Yimo Cai Kaiyan Zhang Xiaohang Zhan Yueqi Duan DiffM VGen 94 3 0 24 Mar 2025
Language Model Uncertainty Quantification with Attention Chain Yinghao Li Rushi Qiang Lama Moukheiber Chao Zhang LRM 46 2 0 24 Mar 2025
RLCAD: Reinforcement Learning Training Gym for Revolution Involved CAD Command Sequence Generation Xiaolong Yin Xingyu Lu Jiahang Shen Jingzhe Ni Hailong Li Ruofeng Tong Min Tang Peng Du 3DV 43 0 0 24 Mar 2025
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities Weixiang Zhao Xingyu Sui Jiahe Guo Yulin Hu Yang Deng Yanyan Zhao Bing Qin Wanxiang Che Tat-Seng Chua Ting Liu ELM LRM 69 5 0 23 Mar 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 62 3 0 23 Mar 2025
SG-Tailor: Inter-Object Commonsense Relationship Reasoning for Scene Graph Manipulation Haoliang Shang Hanyu Wu Guangyao Zhai Boyang Sun Fangjinhua Wang F. Tombari Marc Pollefeys 67 0 0 23 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 74 4 0 23 Mar 2025
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning Yufei Zhan Yousong Zhu Shurong Zheng Hongyin Zhao Fan Yang Ming Tang Jinqiao Wang VLM 67 5 0 23 Mar 2025
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation Oucheng Huang Yuhang Ma Zeng Zhao Mingrui Wu Jiayi Ji Rongsheng Zhang Zhibo Hu Xiaoshuai Sun Rongrong Ji 51 0 0 22 Mar 2025
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Yansen Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 93 2 0 22 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 52 1 0 22 Mar 2025
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark Zhiyu Li Yiying Yang Jiping Lang Wenhao Jiang Yuhang Zhao ... Yuhua Bi Xiaofei Zeng Yixian Chen Junrong Chen Lin Yao AI4MH LM&MA ELM 51 0 0 22 Mar 2025
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study Li Zhang Longxi Gao Mengwei Xu LRM 50 1 0 21 Mar 2025
Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique Yuan Li Jiahao Xu Tian Liang Xingyu Chen Zhiwei He ... Rui Wang Zizhuo Zhang Zhaopeng Tu Haitao Mi Dong Yu LRM 55 1 0 21 Mar 2025
Offline Model-Based Optimization: Comprehensive Review Minsu Kim Jiayao Gu Ye Yuan Taeyoung Yun Ziqiang Liu Yoshua Bengio Can Chen OffRL 67 2 0 21 Mar 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Linghan Cai Chang Han Low Xihong Yang Qiaxuan Li Yueming Jin LRM 70 2 0 21 Mar 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations Joseph Gatto Parker Seegmiller Timothy E. Burdick Inas S. Khayal Sarah DeLozier S. Preum LM&MA MedIm 63 0 0 21 Mar 2025
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition Language Kun-Mo Chu Xufeng Zhao C. Weber Stefan Wermter LLMAG LM&Ro 59 1 0 21 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Jiahui Gao Boyang Xue Jiyue Jiang Lingpeng Kong Chuan Wu SyDa 71 0 0 21 Mar 2025
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't Quy-Anh Dang Chris Ngo OffRL LRM 52 11 0 20 Mar 2025
Improving Autoregressive Image Generation through Coarse-to-Fine Token Prediction Ziyao Guo Kaipeng Zhang Michael Qizhe Shieh 43 0 0 20 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 86 40 0 20 Mar 2025
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning Zhaowei Liu X. Guo Fangqi Lou Lingfeng Zeng Jinyi Niu ... Sheng Xu Dezhi Chen Yun Chen Zuo Bai Liwen Zhang ReLM AIFin OffRL AI4TS LRM 56 6 0 20 Mar 2025
Grammar and Gameplay-aligned RL for Game Description Generation with LLMs Tsunehiko Tanaka Edgar Simo-Serra 56 0 0 20 Mar 2025
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval Hang Li Xiao Wang Bevan Koopman Guido Zuccon 49 0 0 19 Mar 2025
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings Zonghao Ying Guangyi Zheng Yongxin Huang Deyue Zhang Wenxin Zhang Quanchen Zou Aishan Liu Xianglong Liu Dacheng Tao ELM 87 7 0 19 Mar 2025
Reasoning Effort and Problem Complexity: A Scaling Analysis in LLMs Benjamin Estermann Roger Wattenhofer LRM 41 1 0 19 Mar 2025
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding Chongjun Tu Lin Zhang Pengtao Chen Peng Ye Xianfang Zeng Wei Cheng Gang Yu Tao Chen 96 0 0 19 Mar 2025
Right Answer, Wrong Score: Uncovering the Inconsistencies of LLM Evaluation in Multiple-Choice Question Answering Francesco Maria Molfese Luca Moroni Luca Gioffrè Alessandro Sciré Simone Conia Roberto Navigli ELM 84 0 0 19 Mar 2025
Good Actions Succeed, Bad Actions Generalize: A Case Study on Why RL Generalizes Better Meng Song OffRL 51 0 0 19 Mar 2025
Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks Yuting Guo A. Sarker AI4MH 74 0 0 19 Mar 2025
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems Felix Chen Hangjie Yuan Yunqiu Xu Tao Feng Jun Cen Pengwei Liu Zeying Huang Yi Yang LRM 50 1 0 19 Mar 2025
Aligning Multimodal LLM with Human Preference: A Survey Tao Yu Yuyao Zhang Chaoyou Fu Junkang Wu Jinda Lu ... Qingsong Wen Z. Zhang Yan Huang Liang Wang Tieniu Tan 230 2 0 18 Mar 2025
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs Nicolas Le Roux Marc G. Bellemare Jonathan Lebensold Arnaud Bergeron Joshua Greaves Alex Fréchette Carolyne Pelletier Eric Thibodeau-Laufer Sándor Toth Sam Work OffRL 91 4 0 18 Mar 2025
Growing a Twig to Accelerate Large Vision-Language Models Zhenwei Shao Mingyang Wang Zhou Yu Wenwen Pan Yan Yang Tao Wei Hao Zhang Ning Mao Wei Chen Jun Yu VLM 67 1 0 18 Mar 2025
VisEscape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms Seungwon Lim Sungwoong Kim Jihwan Yu Sungjae Lee Jiwan Chung Youngjae Yu 76 1 0 18 Mar 2025
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models Yuxiang Lai Shitian Zhao Ming Li Jike Zhong Xiaofeng Yang OffRL LRM LM&MA VLM 81 11 0 18 Mar 2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Qiying Yu Zhe Zhang Ruofei Zhu Yufeng Yuan Xiaochen Zuo ... Ya Zhang Lin Yan Mu Qiao Yonghui Wu Mingxuan Wang OffRL LRM 78 69 0 18 Mar 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 72 0 0 18 Mar 2025
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning Nvidia A. Azzolini Junjie Bai Prithvijit Chattopadhyay Huayu Chen ... Xiaodong Yang Zhuolin Yang Jingyang Zhang Xiaohui Zeng Zhe Zhang AI4CE LM&Ro LRM 70 5 0 18 Mar 2025
Temporal Consistency for LLM Reasoning Process Error Identification Jiacheng Guo Yue Wu Jiahao Qiu Kaixuan Huang Xinzhe Juan L. Yang Mengdi Wang LRM 63 1 0 18 Mar 2025
Safety Evaluation and Enhancement of DeepSeek Models in Chinese Contexts Wenjing Zhang Xuejiao Lei Zhaoxiang Liu Limin Han Jiaojiao Zhao ... Beibei Huang Rongjia Du Ning Wang Kai Wang Shiguo Lian ELM 56 1 0 18 Mar 2025
Superalignment with Dynamic Human Values Florian Mai David Kaczér Nicholas Kluge Corrêa Lucie Flek 65 0 0 17 Mar 2025
Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning Junming Liu Siyuan Meng Yanting Gao Song Mao Pinlong Cai Guohang Yan Yirong Chen Zilin Bian Botian Shi Ding Wang 57 1 0 17 Mar 2025