Title
An Empirical Study of Many-to-Many Summarization with Large Language Models Jiaan Wang Fandong Meng Zengkui Sun Yunlong Liang Yuxuan Cao Jiarong Xu Haoxiang Shi Jie Zhou 5 0 0 19 May 2025
CompBench: Benchmarking Complex Instruction-guided Image Editing Bohan Jia Wenxuan Huang Yuntian Tang Junbo Qiao Jincheng Liao ... Lin Chen Fei Zhao Zihan Wang Yuan Xie Shaohui Lin CoGe 10 0 0 18 May 2025
The Tower of Babel Revisited: Multilingual Jailbreak Prompts on Closed-Source Large Language Models Linghan Huang Haolin Jin Zhaoge Bi Pengyue Yang Peizhou Zhao Taozhao Chen Xiongfei Wu Lei Ma Huaming Chen AAML 0 0 0 18 May 2025
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs Xuannan Liu Zekun Li Zheqi He Peipei Li Shuhan Xia Xing Cui Huaibo Huang Xi Yang Ran He EGVM AAML 14 0 0 17 May 2025
Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform Josh Alman Zhao-quan Song 0 0 0 17 May 2025
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning? Chenxi Jiang Chuhao Zhou Jianfei Yang 9 0 0 16 May 2025
TCC-Bench: Benchmarking the Traditional Chinese Culture Understanding Capabilities of MLLMs Pengju Xu Yan Wang S. Zhang Xuan Zhou Xin Li ... Fengzhao Li Shuigeng Zhou X. Wang Yi Zhang Haiying Zhao VLM 12 0 0 16 May 2025
Extracting Explainable Dates From Medical Images By Reverse-Engineering UNIX Timestamps Lee Harris James Bentham Philippe De Wilde MedIm 14 0 0 16 May 2025
$$\mathcal{A}LLM4ADD$: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection$ $\mathcal{A}LLM4ADD$ : Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection Hao Gu Jiangyan Yi Chenglong Wang Jianhua Tao Zheng Lian Jiayi He Yong Ren Yujie Chen Zhengqi Wen 12 0 0 16 May 2025
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting Yueyang Yao Jiajun Li Xingyuan Dai MengMeng Zhang Xiaoyan Gong Fei-Yue Wang Yisheng Lv AI4TS 24 0 0 16 May 2025
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Yong-Jin Liu Shengfang Zhai Mingzhe Du Yulin Chen Tri Cao ... Xuzhao Li Kun Wang Junfeng Fang Jiaheng Zhang Bryan Hooi OffRL LRM 7 0 0 16 May 2025
Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation Donghoon Lee Tung M. Luu Younghwan Lee Chang D. Yoo OffRL VLM 14 0 0 16 May 2025
Real-Time Verification of Embodied Reasoning for Generative Skill Acquisition Bo Yue Shuqi Guo Kaiyu Hu Chujiao Wang Benyou Wang Kui Jia Guiliang Liu LRM 21 0 0 16 May 2025
Accurate KV Cache Quantization with Outlier Tokens Tracing Yi Su Yuechi Zhou Quantong Qiu Juntao Li Qingrong Xia Ping Li Xinyu Duan Zhefeng Wang Min Zhang MQ 22 0 0 16 May 2025
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms Jacob Trauger Ambuj Tewari 12 0 0 16 May 2025
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors Rao Ma Tongzhou Chen Kartik Audhkhasi Bhuvana Ramabhadran AuLLM 22 0 0 16 May 2025
Modeling cognitive processes of natural reading with transformer-based Language Models Bruno Bianchi Fermín Travi Juan E. Kamienkowski 14 0 0 16 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Fan Zhang Hengxing Cai An Zhang Xinbing Wang ReLM LRM 31 0 0 16 May 2025
Improving Assembly Code Performance with Large Language Models via Reinforcement Learning Anjiang Wei Tarun Suresh Huanmi Tan Yinglun Xu Gagandeep Singh Ke Wang Alex Aiken 7 0 0 16 May 2025
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback Yutao Yang Jie Zhou Junsong Li Qianjun Pan Bihao Zhan Qin Chen Xipeng Qiu Liang He CLL 29 0 0 15 May 2025
Rethinking Prompt Optimizers: From Prompt Merits to Optimization Zixiao Zhu Hanzhang Zhou Zijian Feng Tianjiao Li Chua Jia Jim Deryl Mak Lee Onn Gee Wah Ng Kezhi Mao LRM 31 0 0 15 May 2025
Coherent Language Reconstruction from Brain Recordings with Flexible Multi-Modal Input Stimuli Chunyu Ye Shaonan Wang AI4CE 19 0 0 15 May 2025
Private Transformer Inference in MLaaS: A Survey Yang Li Xinyu Zhou Yishuo Wang Liangxin Qian Jun Zhao 21 0 0 15 May 2025
Multi-Token Prediction Needs Registers Anastasios Gerontopoulos Spyros Gidaris N. Komodakis 24 0 0 15 May 2025
Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors Ahmed S. Abdelrahman Mohamed Abdel-Aty Samgyu Yang Abdulrahman Faden 29 0 0 15 May 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs Vibha Belavadi Tushar Vatsa Dewang Sultania Suhas Suresha Ishita Verma Cheng Chen Tracy Holloway King Michael Friedrich SyDa 28 0 0 15 May 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I Roumeliotis Manoj Karkee AI4TS 24 0 0 15 May 2025
Cross-Image Contrastive Decoding: Precise, Lossless Suppression of Language Priors in Large Vision-Language Models Jianfei Zhao Feng Zhang Xingchen Sun Chong Feng MLLM 28 0 0 15 May 2025
Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 33 0 0 15 May 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs Jingcheng Niu Xingdi Yuan Tong Wang Hamidreza Saghir Amir H. Abdi 27 0 0 14 May 2025
Flash-VL 2B: Optimizing Vision-Language Model Performance for Ultra-Low Latency and High Throughput Bo Zhang Shuo Li Runhe Tian Yang Yang Jixin Tang Jinhao Zhou Lin Ma VLM 30 0 0 14 May 2025
WavReward: Spoken Dialogue Models With Generalist Reward Evaluators Shengpeng Ji Tianle Liang Yongqian Li Jialong Zuo Minghui Fang ... Xize Cheng Siqi Zheng Jin Xu Junyang Lin Zhou Zhao AuLLM ALM 33 0 0 14 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 44 0 0 14 May 2025
How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference Nidhal Jegham Marwen Abdelatti Lassad Elmoubarki Abdeltawab Hendawi 26 0 0 14 May 2025
STORYANCHORS: Generating Consistent Multi-Scene Story Frames for Long-Form Narratives Bo Wang Haoyang Huang Zhiying Lu Fengyuan Liu Guoqing Ma Jianlong Yuan Y. Zhang Nan Duan Daxin Jiang VGen 34 0 0 13 May 2025
LM-Scout: Analyzing the Security of Language Model Integration in Android Apps Muhammad Ibrahim Gűliz Seray Tuncay Z. Berkay Celik Aravind Machiry Antonio Bianchi 31 0 0 13 May 2025
Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving Zongchuang Zhao Haoyu Fu Dingkang Liang Xin Zhou Dingyuan Zhang Hongwei Xie Bing Wang Xiang Bai MLLM VLM 49 0 0 13 May 2025
CAD-Coder:Text-Guided CAD Files Code Generation Changqi He Shuhan Zhang Liguo Zhang Jiajun Miao 29 0 0 13 May 2025
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models Rei Higuchi Taiji Suzuki 33 0 0 12 May 2025
Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations Pranav Sinha Sumit Kumar Jha Sunny Raj 34 0 0 12 May 2025
$Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network$ Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network Jai Bardhan Tanumoy Mandal Subhadip Mitra Cyrin Neeraj Mihir Rawat 28 0 0 12 May 2025
MilChat: Introducing Chain of Thought Reasoning and GRPO to a Multimodal Small Language Model for Remote Sensing Aybora Koksal Aydin Alatan LRM 29 0 0 12 May 2025
SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models Hang Wu Jianian Zhu Yongqian Li Haojie Wang Biao Hou Jidong Zhai 40 0 0 12 May 2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Kai Hua Steven Wu Ge Zhang Ke Shen LRM 28 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 31 0 0 12 May 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models Weiyi Wu Xinwen Xu Chongyang Gao Xingjian Diao Siting Li Lucas A. Salas Jiang Gui 26 0 0 12 May 2025
Visually Interpretable Subtask Reasoning for Visual Question Answering Yu Cheng A. Goel Hakan Bilen LRM 31 0 0 12 May 2025
Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets Weiyu Li Xuanyang Zhang Zheng Sun Di Qi Hao Li ... Zeming Li Gang Yu Xiangyu Zhang Daxin Jiang Ping Tan 43 0 0 12 May 2025
OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit Arun S. Maiya KELM 29 0 0 12 May 2025
Implementing Long Text Style Transfer with LLMs through Dual-Layered Sentence and Paragraph Structure Extraction and Mapping Yusen Wu Xiaotie Deng 19 0 0 11 May 2025