Title
MAIN: Mutual Alignment Is Necessary for instruction tuning Fanyi Yang Jianfeng Liu Xinsong Zhang Haoyu Liu Xixin Cao Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Qi Zhang ALM 27 0 0 17 Apr 2025
EarthGPT-X: Enabling MLLMs to Flexibly and Comprehensively Understand Multi-Source Remote Sensing Imagery Wei Zhang Miaoxin Cai Yaqian Ning Tianze Zhang Yin Zhuang He Chen Jun Li Xuerui Mao 38 0 0 17 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang Liwen Wang ZhiPeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng Jianmin Ji Y. Zhang 3DPC 46 0 0 17 Apr 2025
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs Haoxuan Li Yi Bin Yunshan Ma Guoqing Wang Yuqing Yang See-Kiong Ng Tat-Seng Chua VLM 39 0 0 17 Apr 2025
Plain Transformers Can be Powerful Graph Learners Liheng Ma Soumyasundar Pal Yingxue Zhang Philip Torr Mark J. Coates 28 0 0 17 Apr 2025
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training Shizhe Diao Yu Yang Y. Fu Xin Dong Dan Su ... Hongxu Yin M. Patwary Yingyan Jan Kautz Pavlo Molchanov 40 0 0 17 Apr 2025
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training Xinsong Zhang Yarong Zeng Xinting Huang Hu Hu Runquan Xie Han Hu Zhanhui Kang MLLM VLM 55 0 0 17 Apr 2025
Memorization: A Close Look at Books Iris Ma Ian Domingo A. Krone-Martins Pierre Baldi Cristina V. Lopes 29 0 0 17 Apr 2025
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations Yiyou Sun Y. Gai Lijie Chen Abhilasha Ravichander Yejin Choi D. Song HILM 57 0 0 17 Apr 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xinyu Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 34 0 0 17 Apr 2025
AnomalyR1: A GRPO-based End-to-end MLLM for Industrial Anomaly Detection Yuhao Chao Jie Liu J. Tang Gangshan Wu 37 1 0 16 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 Mengli Zhu Weidong Zhang ... Pengfei Li Chong Li Junhao Zhu Hao Yang Shiliang Sun 52 2 0 16 Apr 2025
Selective Attention Federated Learning: Improving Privacy and Efficiency for Clinical Text Classification Yue Li L. Zhang 34 0 0 16 Apr 2025
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics Yiran He Yun Cao Bowen Yang Zeyu Zhang 40 0 0 16 Apr 2025
Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs Hyungwoo Lee Kihyun Kim Jinwoo Kim Jungmin So Myung-Hoon Cha H. Kim James J. Kim Youngjae Kim 37 0 0 16 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 76 0 0 16 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 71 0 0 16 Apr 2025
Could Thinking Multilingually Empower LLM Reasoning? Changjiang Gao Xu Huang Wenhao Zhu Shujian Huang Lei Li Fei Yuan LRM 32 0 0 16 Apr 2025
A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning M. D. Wang Hanbo Bi Yingchao Feng Linlin Xin Shuo Gong Tianqi Wang Zhiyuan Yan Peijin Wang Wenhui Diao Xian Sun 36 0 0 16 Apr 2025
Position: The Most Expensive Part of an LLM should be its Training Data Nikhil Kandpal Colin Raffel 33 0 0 16 Apr 2025
Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization Peiliang Gong Emadeldeen Eldele Min Wu Zhenghua Chen Xiaoli Li Daoqiang Zhang AI4TS AI4CE 44 0 0 15 Apr 2025
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation Linus Jern Valter Uotila Cong Yu Bo Zhao MQ LRM 27 0 0 15 Apr 2025
VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers Run Wang Gamze Islamoglu Andrea Belano Viviane Potocnik Francesco Conti Angelo Garofalo Luca Benini 31 0 0 15 Apr 2025
Exploring Backdoor Attack and Defense for LLM-empowered Recommendations Liangbo Ning Wenqi Fan Qing Li AAML SILM 53 0 0 15 Apr 2025
DMPT: Decoupled Modality-aware Prompt Tuning for Multi-modal Object Re-identification Minghui Lin Shu Wang Xiang Wang Jianhua Tang Longbin Fu Zhengrong Zuo Nong Sang VLM 47 0 0 15 Apr 2025
LayoutCoT: Unleashing the Deep Reasoning Potential of Large Language Models for Layout Generation Hengyu Shi Junhao Su Huansheng Ning Xiaoming Wei Jialin Gao 3DV AI4TS LRM 57 0 0 15 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Feiyu Xiong Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 31 1 0 15 Apr 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou V. Katsouros Yannis Avrithis Alexandros Potamianos 24 1 0 15 Apr 2025
Making Acoustic Side-Channel Attacks on Noisy Keyboards Viable with LLM-Assisted Spectrograms' "Typo" Correction Seyyed Ali Ayati Jin Hyun Park Yichen Cai Marcus Botacin 31 0 0 15 Apr 2025
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation Hanning Chen Yang Ni Wenjun Huang Hyunwoo Oh Yezi Liu Tamoghno Das Mohsen Imani VLM LRM 39 0 0 15 Apr 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 31 0 0 15 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian Xinyu Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 67 6 0 15 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 28 0 0 15 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Hao Wu Sijia Liu Pin-Yu Chen MoMe 69 4 0 15 Apr 2025
The Code Barrier: What LLMs Actually Understand? Serge Lionel Nikiema Jordan Samhi A. Kaboré Jacques Klein Tegawende F. Bissyande ELM 32 1 0 14 Apr 2025
CHARM: Calibrating Reward Models With Chatbot Arena Scores Xiao Zhu Chenmien Tan Pinzhen Chen Rico Sennrich Yanlin Zhang Hanxu Hu ALM 33 0 0 14 Apr 2025
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing Taihang Hu Linxuan Li Kai Wang Yaxing Wang Jian Yang Ming-Ming Cheng DiffM VGen 23 0 0 14 Apr 2025
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging Tan-Hanh Pham Chris Ngo Trong-Duong Bui Minh Luu Quang Tan-Huong Pham Truong-Son Hy 29 1 0 14 Apr 2025
OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation Si-Tong Wei Rui-Huan Wang Chuan-Zhi Zhou Baoquan Chen Peng-Shuai Wang 39 2 0 14 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 31 0 0 14 Apr 2025
DICE: A Framework for Dimensional and Contextual Evaluation of Language Models Aryan Shrivastava Paula Akemi Aoyagui 29 0 0 14 Apr 2025
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Address Multimodal Hallucination Hao Yin Gunagzong Si Zilei Wang 188 0 0 14 Apr 2025
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs Alexandra Bazarova Aleksandr Yugay Andrey Shulga A. Ermilova Andrei Volodichev ... Dmitry Simakov M. Savchenko Andrey Savchenko Serguei Barannikov Alexey Zaytsev HILM 35 0 0 14 Apr 2025
Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding Tao Zhang Xuelong Li Zilong Huang Y. Li Weixian Lei XueQing Deng Shihao Chen S. Ji Jiashi Feng MLLM LRM 62 2 0 14 Apr 2025
AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference Yangshen Deng Zhengxin You Long Xiang Qilong Li Peiqi Yuan ... Man Lung Yiu Huan Li Qiaomu Shen Rui Mao Bo Tang 42 0 0 14 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 39 0 0 14 Apr 2025
CameraBench: Benchmarking Visual Reasoning in MLLMs via Photography I-Sheng Fang Jun-Cheng Chen LRM VLM 32 0 0 14 Apr 2025
LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models Minqian Liu Zhiyang Xu Xinyi Zhang Heajun An Sarvech Qadir ... Pamela J. Wisniewski Jin-Hee Cho Sang Won Lee Ruoxi Jia Lifu Huang 29 1 0 14 Apr 2025
Resampling Benchmark for Efficient Comprehensive Evaluation of Large Vision-Language Models Teppei Suzuki Keisuke Ozawa VLM 46 0 0 14 Apr 2025
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? Yanbo Wang Jiyang Guan Jian Liang Ran He 56 0 0 14 Apr 2025