Title
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 57 0 0 18 Apr 2025
Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models Zhanglin Wu Tengfei Song Ning Xie Weidong Zhang Mengli Zhu ... Pengfei Li C. Li Junhao Zhu Hao-Yu Yang Shiliang Sun 26 1 0 16 Apr 2025
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs Yingjian Chen Feiyang Li Xingyu Song Tianxiao Li Zixin Xu Xiujie Chen Issey Sukeda Irene Z Li 21 0 0 15 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... D. Lin Yu Qiao Jifeng Dai Wenhai Wang W. Wang MLLM VLM 63 6 1 14 Apr 2025
SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users X. Zhang Jiayu Lin Xinyi Mou Shiyue Yang Xiawei Liu ... Jiebo Luo Shiping Tang Libo Wu Baohua Zhou Zhongyu Wei LLMAG 46 0 0 14 Apr 2025
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification Yiding Lu Mouxing Yang Dezhong Peng Peng Hu Yijie Lin Xi Peng 39 0 0 14 Apr 2025
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Junlei Zhang Zichen Ding Chang Ma Zijie Chen Qiushi Sun Zhenzhong Lan Junxian He 39 0 0 14 Apr 2025
Generating Planning Feedback for Open-Ended Programming Exercises with LLMs Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 19 0 0 11 Apr 2025
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning Haozhe Wang C. Qu Zuming Huang Wei Chu Fangzhen Lin Wenhu Chen OffRL ReLM SyDa LRM VLM 66 1 0 10 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Y. Cao D. Lin Jiaqi Wang OffRL 46 1 0 10 Apr 2025
SCAM: A Real-World Typographic Robustness Evaluation for Multimodal Foundation Models Justus Westerhoff Erblina Purellku Jakob Hackstein Jonas Loos Leo Pinetzki Lorenz Hufe AAML 28 0 0 07 Apr 2025
LLM-based Automated Grading with Human-in-the-Loop Hang Li Yucheng Chu Kaiqi Yang Yasemin Copur-Gencturk Jiliang Tang AI4Ed ELM 59 0 0 07 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 36 1 0 07 Apr 2025
How Accurately Do Large Language Models Understand Code? Sabaat Haroon Ahmad Faraz Khan Ahmad Humayun Waris Gill Abdul Haddi Amjad A. R. Butt Mohammad Taha Khan Muhammad Ali Gulzar ELM LRM 28 0 0 06 Apr 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Xiangyu Zhao Peiyuan Zhang Kexian Tang Hao Li Zicheng Zhang Guangtao Zhai Junchi Yan Hua Yang Xue Yang Haodong Duan VLM LRM 41 0 0 03 Apr 2025
ShieldGemma 2: Robust and Tractable Image Content Moderation Wenjun Zeng D. Kurniawan Ryan Mullins Yuchi Liu Tamoghna Saha ... Mani Malek Hamid Palangi Joon Baek Rick Pereira Karthik Narasimhan AI4MH 31 0 0 01 Apr 2025
Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? Kai Yan Yufei Xu Zhengyin Du Xuesong Yao Z. Wang Xiaowen Guo Jiecao Chen ReLM ELM LRM 87 3 0 01 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 0 0 01 Apr 2025
Improved Visual-Spatial Reasoning via R1-Zero-Like Training Zhenyi Liao Qingsong Xie Yanhao Zhang Zijian Kong Haonan Lu Zhenyu Yang Zhijie Deng ReLM VLM LRM 99 0 1 01 Apr 2025
L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution Simeng Sun Cheng-Ping Hsieh Faisal Ladhak Erik Arakelyan Santiago Akle Serano Boris Ginsburg ReLM ELM LRM 47 0 0 28 Mar 2025
Probabilistic Uncertain Reward Model Wangtao Sun Xiang Cheng Xing Yu Haotian Xu Zhao Yang Shizhu He Jun Zhao Kang Liu 56 0 0 28 Mar 2025
Video-R1: Reinforcing Video Reasoning in MLLMs Kaituo Feng Kaixiong Gong B. Li Zonghao Guo Yibing Wang Tianshuo Peng J. Wu Xiaoying Zhang Benyou Wang Xiangyu Yue AI4TS SyDa LRM 46 13 0 27 Mar 2025
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Weihao Zeng Yuzhen Huang Qian Liu Wei Liu Keqing He Zejun Ma Junxian He OffRL ReLM LRM 88 28 0 24 Mar 2025
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 44 1 0 24 Mar 2025
CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities Yuxuan Zhu Antony Kellermann Dylan Bowman Philip Li Akul Gupta ... Avi Dhir Sudhit Rao Kaicheng Yu Twm Stone Daniel Kang LLMAG ELM 68 1 0 21 Mar 2025
LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning Chan Kim Seung-Woo Seo Seong-Woo Kim OODD 72 0 0 21 Mar 2025
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering Thanh-Son Nguyen Hong Yang Tzeh Yuan Neoh Hao Zhang Ee Yeo Keat Basura Fernando NAI 54 0 0 19 Mar 2025
Enabling Inclusive Systematic Reviews: Incorporating Preprint Articles with Large Language Model-Driven Evaluations Rui Yang Jiayi Tong Haoyuan Wang Hui Huang Ziyang Hu ... Nan Liu Christopher J. Lindsell Michael J. Pencina Yong Chen Chuan Hong AI4CE 38 0 0 18 Mar 2025
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation Songjun Tu Jiahao Lin Xiangyu Tian Qichao Zhang Linjing Li ... Nan Xu Wei He Xiangyuan Lan D. Jiang Dongbin Zhao LRM 42 2 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 74 7 0 16 Mar 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? Tianyuan Qu Longxiang Tang Bohao Peng Senqiao Yang Bei Yu Jiaya Jia VLM 62 0 0 16 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar J. Xue Mengxin Zheng Qian Lou 51 2 0 15 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 62 11 0 14 Mar 2025
Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering Kaixuan Jiang Y. Liu Weixing Chen Jingzhou Luo Ziliang Chen Ling Pan G. Li Liang Lin 49 2 0 14 Mar 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Yiming Jia J. Li Xiang Yue Bo Li Ping Nie Kai Zou Wenhu Chen LRM 72 2 0 13 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 50 0 0 13 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 54 1 0 11 Mar 2025
Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators Blaine Quackenbush P. Atzberger 3DPC AI4CE 55 1 0 06 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 69 0 0 05 Mar 2025
How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach Ayeong Lee Ethan Che Tianyi Peng LRM 39 10 0 03 Mar 2025
AffordGrasp: In-Context Affordance Reasoning for Open-Vocabulary Task-Oriented Grasping in Clutter Yingbo Tang S. Zhang Xiaoshuai Hao Pengwei Wang Jianlong Wu Z. Wang Shanghang Zhang 53 4 0 02 Mar 2025
NutriGen: Personalized Meal Plan Generator Leveraging Large Language Models to Enhance Dietary and Nutritional Adherence Saman Khamesian Asiful Arefeen Stephanie M. Carpenter Hassan Ghasemzadeh 53 0 0 28 Feb 2025
Knowledge Bridger: Towards Training-free Missing Multi-modality Completion Guanzhou Ke Shengfeng He X. Wang Bo Wang Guoqing Chao Y. Zhang Yi Xie HeXing Su 48 0 0 27 Feb 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen C. Ouyang Daniel Rueckert LRM LM&MA VLM 65 10 0 26 Feb 2025
A generative approach to LLM harmfulness detection with special red flag tokens Sophie Xhonneux David Dobre Mehrnaz Mohfakhami Leo Schwinn Gauthier Gidel 45 1 0 22 Feb 2025
TeLL-Drive: Enhancing Autonomous Driving with Teacher LLM-Guided Deep Reinforcement Learning Chengkai Xu Jiaqi Liu Shiyu Fang Jian-jun Sun Dong Chen Peng Hang Jian Sun 81 0 0 21 Feb 2025
MoVer: Motion Verification for Motion Graphics Animations Jiaju Ma Maneesh Agrawala VGen 49 0 0 20 Feb 2025
InductionBench: LLMs Fail in the Simplest Complexity Class Wenyue Hua Tyler Wong Sun Fei Liangming Pan Adam Jardine William Yang Wang LRM 63 2 0 20 Feb 2025
BFA: Best-Feature-Aware Fusion for Multi-View Fine-grained Manipulation Zihan Lan Weixin Mao H. Li Le Wang Tiancai Wang Haoqiang Fan Osamu Yoshie EgoV 53 2 0 20 Feb 2025
MatterChat: A Multi-Modal LLM for Material Science Yingheng Tang Wenbin Xu Jie Cao Jianzhu Ma Weilu Gao Steve Farrell Benjamin Erichson Michael W. Mahoney Andy Nonaka 108 3 0 18 Feb 2025