Title
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei-Ming Shen AI4CE 73 0 0 01 Apr 2025
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models Sameer Sadruddin Jennifer D’Souza Eleni Poupaki Alex Watkins Hamed Babaei Giglou Anisa Rula Bora Karasulu Sören Auer Adrie Mackus Erwin Kessels 45 0 0 01 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao Wang Songruoyao Wu Jiaxing Yu Kaipeng Zhang MGen VGen 73 1 0 01 Apr 2025
ToReMi: Topic-Aware Data Reweighting for Dynamic Pre-Training Data Selection Xiaoxuan Zhu Zhouhong Gu Baiqian Wu Suhang Zheng Tao Wang Tianyu Li Hongwei Feng Yanghua Xiao 46 0 0 01 Apr 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization Siyuan Li Lefei Zhang Zedong Wang Juanxi Tian Cheng Tan ... Chang Yu Qingsong Xie Haonan Lu Haoqian Wang Zhen Lei 52 0 0 01 Apr 2025
HERA: Hybrid Edge-cloud Resource Allocation for Cost-Efficient AI Agents Shiyi Liu Haiying Shen Shuai Che Mahdi Ghandi Mingqin Li LLMAG 53 0 0 01 Apr 2025
Leveraging LLMs for User Stories in AI Systems: UStAI Dataset Asma Z. Yamani Malak Baslyman Moataz Ahmed 28 0 0 01 Apr 2025
DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism Dengchun Li Naizheng Wang Zihao Zhang Haoyang Yin Lei Duan Meng Xiao Mingjie Tang MoE 56 1 0 01 Apr 2025
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences Xiangyang Liu Junliang He Xipeng Qiu ReLM LRM 69 0 0 01 Apr 2025
Efficient Construction of Model Family through Progressive Training Using Model Expansion Kazuki Yano Sho Takase Sosuke Kobayashi Shun Kiyono Jun Suzuki 58 0 0 01 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM 77 2 0 01 Apr 2025
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA Shuai Li Jian Xu Xiao-Hui Li Chao Deng Lin-Lin Huang MQ 43 1 0 01 Apr 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? Fengxiang Wang Han Wang Mingshuo Chen Di Wang Yulin Wang ... L. Lan Wenjing Yang Jingyang Zhang Zhiyuan Liu Maosong Sun 65 3 0 31 Mar 2025
Contradiction Detection in RAG Systems: Evaluating LLMs as Context Validators for Improved Information Consistency Vignesh Gokul Srikanth Tenneti Alwarappan Nakkiran 44 0 0 31 Mar 2025
SALT: A Flexible Semi-Automatic Labeling Tool for General LiDAR Point Clouds with Cross-Scene Adaptability and 4D Consistency Yanbo Wang Yongtao Chen Chuan Cao Tianchen Deng Wentao Zhao Jingchuan Wang Weidong Chen 72 1 0 31 Mar 2025
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation Yuxuan Chen D. Guo Sen Mei Xinze Li Hao Chen ... Yukun Yan Zhenghao Liu S. Yu Zhiyuan Liu Maosong Sun VLM 37 0 0 31 Mar 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models Sudong Wang Yuyao Zhang Yao Zhu Jianing Li Zizhe Wang Yi Liu Xiangyang Ji 187 0 0 31 Mar 2025
Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations Adrián Sánchez-Mompó Ioannis Mavromatis Peizheng Li Konstantinos Katsaros Aftab Khan 38 0 0 31 Mar 2025
Multilingual Sentiment Analysis of Summarized Texts: A Cross-Language Study of Text Shortening Effects Mikhail Krasitskii Grigori Sidorov Olga Kolesnikova Liliana Chanona Hernandez Alexander Gelbukh 45 0 0 31 Mar 2025
SchemaAgent: A Multi-Agents Framework for Generating Relational Database Schema Qin Wang Youhuan Li Yansong Feng Si Chen Zhu Li ... Zihui Si Yixuan Chen Zhaohai Sun Ke Tang Wenqiang Jin LLMAG 54 0 0 31 Mar 2025
Pay More Attention to the Robustness of Prompt for Instruction Data Mining Qiang Wang Dawei Feng Xu Zhang Ao Shen Yang Xu Bo Ding H. Wang AAML 53 0 0 31 Mar 2025
WebMap -- Large Language Model-assisted Semantic Link Induction in the Web Shiraj Pokharel Georg P. Roßrucker Mario M. Kubek KELM 28 0 0 31 Mar 2025
PIM-LLM: A High-Throughput Hybrid PIM Architecture for 1-bit LLMs Jinendra Malekar Peyton S. Chandarana Md Hasibul Amin Mohammed E. Elbtity Ramtin Zand 26 1 0 31 Mar 2025
TransMamba: Flexibly Switching between Transformer and Mamba Yixing Li Ruobing Xie Zhen Yang Xingchen Sun Shuaipeng Li ... Zhanhui Kang Yu Cheng C. Xu Di Wang Jie Jiang Mamba 76 1 0 31 Mar 2025
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems Shiyi Yang Zhibo Hu Chen Wang Tong Yu Xiwei Xu Liming Zhu Lina Yao AAML 44 0 0 31 Mar 2025
Detecting Functional Bugs in Smart Contracts through LLM-Powered and Bug-Oriented Composite Analysis Binbin Zhao Xingshuang Lin Yuan Tian Saman Zonouz Na Ruan Jiliang Li R. Beyah Shouling Ji 39 0 0 31 Mar 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 41 0 0 31 Mar 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization I. Gevers Victor De Marez Luna De Bruyne Walter Daelemans 37 0 0 31 Mar 2025
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization Yiyang Du Xiaochen Wang C. Chen Jiabo Ye Yiru Wang ... Jiaming Zhang Fei Huang Zhifang Sui Maosong Sun Yi Liu MoMe 57 0 0 31 Mar 2025
Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation Yong Li Bo Liu Sheng Huang Zhe Zhang Xiaotong Yuan Richang Hong 51 0 0 31 Mar 2025
H2VU-Benchmark: A Comprehensive Benchmark for Hierarchical Holistic Video Understanding Qi Wu Quanlong Zheng Yanhao Zhang Junlin Xie Jinguo Luo ... Peng Liu Qingsong Xie Ru Zhen Haonan Lu Zhenyu Yang VLM 62 0 0 31 Mar 2025
Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms Shuoming Zhang Jiacheng Zhao Ruiyuan Xu Xiaobing Feng Huimin Cui AAML 39 2 0 31 Mar 2025
TuRTLe: A Unified Evaluation of LLMs for RTL Generation Dario Garcia-Gasulla Gokcen Kestor Emanuele Parisi Miquel Albertí-Binimelis Cristian Gutierrez Razine Moundir Ghorab Orlando Montenegro Bernat Homs Miquel Moreto 58 0 0 31 Mar 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Zehan Li Lefei Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 62 0 0 31 Mar 2025
Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation Yifan Feng Hao Hu Xingliang Hou Shiquan Liu Shihui Ying S. Du Han Hu Yue Gao 39 0 0 30 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 56 0 0 30 Mar 2025
Physically Ground Commonsense Knowledge for Articulated Object Manipulation with Analytic Concepts Jianhua Sun Jiude Wei Yong Li Cewu Lu LM&Ro 61 1 0 30 Mar 2025
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation Hyunsik Jeon Satoshi Koide Yu Wang Zhankui He Julian McAuley VLM 49 0 0 30 Mar 2025
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He J. Wang Xinyuan Song Shiyao Qian ... Keqin Li Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi RALM 42 10 0 30 Mar 2025
Order Independence With Finetuning Katrina Brown Reid McIlroy 35 0 0 30 Mar 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 48 0 0 30 Mar 2025
A Survey on Unlearnable Data Jiahao Li Yiqiang Chen Yunbing Xing Yang Gu Xiangyuan Lan AAML 58 0 0 30 Mar 2025
EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing Hongxiang Jiang Jihao Yin Qixiong Wang Jiaqi Feng Guo Chen 55 0 0 30 Mar 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models Haochen Liu Song Wang Chen Chen Jia-Nan Li RALM KELM 71 0 0 30 Mar 2025
Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages Xabier de Zuazo Eva Navas Ibon Saratxaga Inma Hernáez Rioja 42 0 0 30 Mar 2025
Empowering Large Language Models with 3D Situation Awareness Zhihao Yuan Yibo Peng Jinke Ren Yinghong Liao Yatong Han Chun-Mei Feng Hengshuang Zhao G. Li Shuguang Cui Zhen Li 51 0 0 29 Mar 2025
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language Models Ryan Marinelli Magnus Eckhoff PILM 57 0 0 29 Mar 2025
MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs Xianglong He Junyi Chen Di Huang Zexiang Liu Xiaoshui Huang Wanli Ouyang C. Yuan Yangguang Li DiffM 57 0 0 29 Mar 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 54 0 0 29 Mar 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 44 0 0 28 Mar 2025