Title
BugWhisperer: Fine-Tuning LLMs for SoC Hardware Vulnerability Detection Shams Tarek Dipayan Saha S. Saha Farimah Farahmandi 40 1 0 28 May 2025
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO Muzhi Zhu Hao Zhong Canyu Zhao Zongze Du Zheng Huang ... Hao Chen Cheng Zou Jingdong Chen Ming-Hsuan Yang Chunhua Shen LRM 50 0 0 27 May 2025
The Role of Video Generation in Enhancing Data-Limited Action Understanding Wei Li Dezhao Luo Dongbao Yang Zhenhang Li Weiping Wang Yu Zhou DiffM VGen 91 0 0 26 May 2025
DoctorAgent-RL: A Multi-Agent Collaborative Reinforcement Learning System for Multi-Turn Clinical Dialogue Yichun Feng Jiawei Wang Lu Zhou Yixue Li OffRL LM&MA 50 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 65 0 0 26 May 2025
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model Jiongchao Jin Xiuju Fu Xiaowei Gao Tao Cheng Ran Yan AI4CE 48 0 0 26 May 2025
What Can RL Bring to VLA Generalization? An Empirical Study Jijia Liu Feng Gao Bingwen Wei Xinlei Chen Qingmin Liao Yi Wu Chao Yu Yu Wang OffRL 67 0 0 26 May 2025
Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models George Kour Itay Nakash Ateret Anaby-Tavor Michal Shmueli-Scheuer 50 0 0 26 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 118 0 0 25 May 2025
Do Large Language Models (Really) Need Statistical Foundations? Weijie Su 91 0 0 25 May 2025
RECAST: Strengthening LLMs' Complex Instruction Following with Constraint-Verifiable Data Wenhao Liu Zhengkang Guo Mingchen Xie Jingwen Xu Zisu Huang ... Changze Lv He-Da Wang Hu Yao Xiaoqing Zheng Xuanjing Huang 38 0 0 25 May 2025
RTime-QA: A Benchmark for Atomic Temporal Event Understanding in Large Multi-modal Models Yuqi Liu Qin Jin Tianyuan Qu Xuan Liu Yang Du Bei Yu Jiaya Jia 51 0 0 25 May 2025
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 52 0 0 24 May 2025
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Shijue Huang Hongru Wang Wanjun Zhong Zhaochen Su Jiazhan Feng Bowen Cao Yi R. Fung OffRL LRM 52 0 0 24 May 2025
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 82 0 0 24 May 2025
VISTA: Vision-Language Inference for Training-Free Stock Time-Series Analysis Tina Khezresmaeilzadeh Parsa Razmara Seyedarmin Azizi Mohammad Erfan Sadeghi Erfan Baghaei Portaghloo AI4TS 114 0 0 24 May 2025
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models Hao Chen Haoze Li Zhiqing Xiao Lirong Gao Qi Zhang Xiaomeng Hu Ningtao Wang Xing Fu Junbo Zhao 51 0 0 24 May 2025
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis Yi Jiang Sendong Zhao Jianbo Li Haochun Wang Bing Qin RALM 64 0 0 24 May 2025
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS Kai Mei Xi Zhu Hang Gao Shuhang Lin Yongfeng Zhang 47 0 0 24 May 2025
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data Yiren Song Cheng Liu Mike Zheng Shou DiffM 45 0 0 24 May 2025
Tuning Language Models for Robust Prediction of Diverse User Behaviors Fanjin Meng Jingtao Ding Jiahui Gong Chen Yang Hong Chen Zuojian Wang Haisheng Lu Yong Li 56 0 0 23 May 2025
Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps Khandakar Ashrafi Akbar Md Nahiyan Uddin Latifur Khan Trayce Hockstad Mizanur Rahman M. Chowdhury B. Thuraisingham AILaw RALM 84 0 0 23 May 2025
Automating Safety Enhancement for LLM-based Agents with Synthetic Risk Scenarios Xueyang Zhou Weidong Wang Lin Lu Jiawen Shi Guiyao Tie Yongtian Xu Lixing Chen Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 66 0 0 23 May 2025
Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion Jacob A. Hansen Wei Lin Junmo Kang M. Jehanzeb Mirza Hongyin Luo Rogerio Feris Alan Ritter James R. Glass Leonid Karlinsky VLM 65 0 0 23 May 2025
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding Xiaoyi Zhang Zhaoyang Jia Zongyu Guo Jiahao Li Bin Li Houqiang Li Yan Lu 59 0 0 23 May 2025
SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Xiang Liu Zhaoxiang Liu Peng Wang Kohou Wang Huan Hu Kai Wang Shiguo Lian 57 0 0 23 May 2025
Towards Practical Defect-Focused Automated Code Review Junyi Lu Lili Jiang Xiaojia Li Jianbing Fang Fengjun Zhang Li Yang Chun Zuo 59 0 0 23 May 2025
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning Chuhao Zhou Jianfei Yang VLM 82 0 0 23 May 2025
The emergence of sparse attention: impact of data distribution and benefits of repetition Nicolas Zucchet Francesco dÁngelo Andrew Kyle Lampinen Stephanie C. Y. Chan 54 0 0 23 May 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States Yang Xiao Jiashuo Wang Qiancheng Xu Changhe Song Chunpu Xu Yi Cheng Wenjie Li Pengfei Liu 55 0 0 23 May 2025
Scaling Image and Video Generation via Test-Time Evolutionary Search Haoran He Jiajun Liang X. Wang Pengfei Wan Di Zhang Kun Gai Ling Pan DiffM 90 0 0 23 May 2025
SynRES: Towards Referring Expression Segmentation in the Wild via Synthetic Data Dong-Hee Kim Hyunjee Song Donghyun Kim 92 0 0 23 May 2025
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization Hongshu Guo Zeyuan Ma Yining Ma Xinglin Zhang Wei-Neng Chen Yue-Jiao Gong 58 0 0 23 May 2025
Distilling LLM Agent into Small Models with Retrieval and Code Tools Minki Kang Jongwon Jeong Seanie Lee Jaewoong Cho Sung Ju Hwang LRM 73 0 0 23 May 2025
LLM assisted web application functional requirements generation: A case study of four popular LLMs over a Mess Management System Rashmi Gupta Aditya K Gupta Aarav Jain Avinash C Pandey Atul Gupta 46 0 0 23 May 2025
Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution Jiawei Du Jinlong Wu Yuzheng Chen Yucheng Hu Bing Li Joey Tianyi Zhou 74 0 0 23 May 2025
Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments Qingyu Lu Liang Ding Siyi Cao Xuebo Liu Kanjian Zhang Jinxia Zhang Dacheng Tao LLMAG 51 0 0 23 May 2025
Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models Chi-Yuan Hsiao Ke-Han Lu Kai-Wei Chang Chih-Kai Yang Wei-Chih Chen Hung-yi Lee CLL MoMe 84 0 0 23 May 2025
Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling Bryan Wong Jong Woo Kim Huazhu Fu Mun Yi VLM 63 0 0 23 May 2025
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning Cheng Peng Kai Zhang Mengxian Lyu Hongfang Liu Lichao Sun Yonghui Wu LM&MA MedIm VLM 89 0 0 23 May 2025
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing Yinghui Huang Yuxuan Jiang Hui Liu Yixin Cai Weiqing Li Xiangen Hu AI4MH 80 0 0 23 May 2025
Knot So Simple: A Minimalistic Environment for Spatial Reasoning Zizhao Chen Yoav Artzi LRM 125 0 0 23 May 2025
Bridging Supervised Learning and Reinforcement Learning in Math Reasoning Huayu Chen Kaiwen Zheng Qinsheng Zhang Ganqu Cui Yin Cui Haotian Ye Tsung-Yi Lin Ming-Yu Liu Jun Zhu Haoxiang Wang OffRL LRM 77 2 0 23 May 2025
A Position Paper on the Automatic Generation of Machine Learning Leaderboards Roelien C Timmer Yufang Hou Stephen Wan 87 0 0 23 May 2025
SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving Yujie Hou Ting Zhang Mei Wang Xuetao Ma Hua Huang LRM 65 0 0 22 May 2025
LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 54 0 0 22 May 2025
Four Eyes Are Better Than Two: Harnessing the Collaborative Potential of Large Models via Differentiated Thinking and Complementary Ensembles Jun Xie Xiongjun Guan Yingjian Zhu Zhaoran Zhao Xinming Wang Feng Chen Zhepeng Wang 45 0 0 22 May 2025
Finetuning-Activated Backdoors in LLMs Thibaud Gloaguen Mark Vero Robin Staab Martin Vechev AAML 73 0 0 22 May 2025
Panoptic Captioning: Seeking An Equivalency Bridge for Image and Text Kun-Yu Lin Hongjun Wang Weining Ren Kai Han 116 0 0 22 May 2025
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Jipeng Zhang Haolin Yang Kehao Miao Ruiyuan Zhang Renjie Pi Jiahui Gao Xiaofang Zhou 56 0 0 22 May 2025