Title
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding Siyang Jiang Bufang Yang Lilin Xu Mu Yuan Yeerzhati Abudunuer ... Liekang Zeng Hongkai Chen Zhenyu Yan Xiaofan Jiang Guoliang Xing VLM 167 0 0 03 May 2025
Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models Chuan Sun Han Yu Lizhen Cui Xiaoxiao Li 181 0 0 03 May 2025
Generating Animated Layouts as Structured Text Representations Yeonsang Shin Jihwan Kim Yumin Song Kyungseung Lee Hyunhee Chung Taeyoung Na DiffM VGen 76 0 0 02 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 219 0 0 02 May 2025
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach Yiyuan Yang Guodong Long Dinesh Manocha Qinghua Lu Shanshan Ye Jing Jiang OODD 252 1 0 02 May 2025
Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content Haoyue Bai Yiyou Sun Wei Cheng Haifeng Chen AAML 61 0 0 02 May 2025
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth Changhai Zhou Yuhua Zhou Qian Qiao Weizhong Zhang Cheng Jin MQ 27 0 0 02 May 2025
Communication-Efficient Wireless Federated Fine-Tuning for Large-Scale AI Models Bumjun Kim Wan Choi 34 0 0 01 May 2025
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting Chengsen Wang Q. Qi Yufei Guo Haifeng Sun Zirui Zhuang J. Liao AI4TS 45 0 0 01 May 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors Xinyu Ding Lexuan Chen Siyu Liao Zhongfeng Wang 52 0 0 01 May 2025
FreqKV: Frequency Domain Key-Value Compression for Efficient Context Window Extension Jushi Kai Boyi Zeng Yansen Wang Haoli Bai Bo Jiang Bo Jiang Zhouhan Lin 44 0 0 01 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution Aditya Arora Zhuowen Tu Yucheng Wang Ruizheng Bai Jian Wang Sizhuo Ma DiffM 72 0 0 01 May 2025
Robotic Visual Instruction Yuchen Li Ziyang Gong Yiming Li Xiaoqi Huang Haolan Kang Guangping Bai Xianzheng Ma LM&Ro 76 0 0 01 May 2025
Block Circulant Adapter for Large Language Models Xinyu Ding Meiqi Wang Siyu Liao Zhongfeng Wang 40 0 0 01 May 2025
V3LMA: Visual 3D-enhanced Language Model for Autonomous Driving Jannik Lübberstedt Esteban Rivera Nico Uhlemann Markus Lienkamp MLLM 67 0 0 30 Apr 2025
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness Junsheng Huang Zhitao He Sandeep Polisetty Q. Wang May Fung KELM 47 0 0 30 Apr 2025
Enhancing Health Mention Classification Performance: A Study on Advancements in Parameter Efficient Tuning Reem Abdel-Salam M. Adewunmi 43 0 0 30 Apr 2025
Ask, Fail, Repeat: Meeseeks, an Iterative Feedback Benchmark for LLMs' Multi-turn Instruction-Following Ability Jiaming Wang Yunke Zhao Peng Ding Jun Kuang Zongyu Wang Xuezhi Cao Xunliang Cai 57 0 0 30 Apr 2025
UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation Linshan Wu Yuxiang Nie Sunan He Jiaxin Zhuang Hao Chen LM&MA MedIm 78 0 0 30 Apr 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 86 1 0 29 Apr 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception Yuanchen Wu Lu Zhang Hang Yao Junlong Du Ke Yan Shouhong Ding Yunsheng Wu Xuzhao Li MLLM 73 0 0 29 Apr 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 57 0 0 29 Apr 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 65 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 Apr 2025
Efficient LLMs with AMP: Attention Heads and MLP Pruning Leandro Giusti Mugnaini Bruno Yamamoto Lucas Lauton de Alcantara Victor Zacarias Edson Bollis Lucas Pellicer A. H. R. Costa Artur Jordao 47 0 0 29 Apr 2025
T2ID-CAS: Diffusion Model and Class Aware Sampling to Mitigate Class Imbalance in Neck Ultrasound Anatomical Landmark Detection Manikanta Varaganti Amulya Vankayalapati Nour Awad Gregory R. Dion Laura J. Brattain DiffM MedIm 74 0 0 29 Apr 2025
Token-Efficient RL for LLM Reasoning Alan Lee Harry Tong OffRL 204 0 0 29 Apr 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Yue Yang DiffM 97 1 0 29 Apr 2025
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure Jonas Henry Grebe Tobias Braun Marcus Rohrbach Anna Rohrbach AAML 85 0 0 29 Apr 2025
ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models Jin Xie Ruishi He Songze Li Xiaojun Jia Shouling Ji SILM AAML 68 0 0 29 Apr 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Yuyao Zhang Jinan Xu 62 0 0 29 Apr 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 56 0 0 29 Apr 2025
Improving Phishing Email Detection Performance of Small Large Language Models Zijie Lin Zikang Liu Hanbo Fan 36 0 0 29 Apr 2025
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning Peijian Zeng Feiyan Pang Zhanbo Wang Aimin Yang 74 0 0 28 Apr 2025
FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding Rong Gao Xin Liu Zhuozhao Hu Bohao Xing Baiqiang Xia Zitong Yu Heikki Kälviäinen 48 0 0 28 Apr 2025
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain LingXiang Wang Hainan Zhang Qinnan Zhang Ziwei Wang Hongwei Zheng Jin Dong Zhiming Zheng 67 0 0 28 Apr 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 64 0 0 28 Apr 2025
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom Rishika Sen Sujoy Roychowdhury Sumit Soman H. G. Ranjani Srikhetra Mohanty 68 0 0 28 Apr 2025
RepText: Rendering Visual Text via Replicating Haozhao Wang Yongjun Xu Yong Li Jiajun Li Chaowei Zhang Jingchao Wang Kejia Yang Z. Chen VLM 66 0 0 28 Apr 2025
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training Qitao Tan Sung-En Chang Rui Xia Huidong Ji Chence Yang ... Zheng Zhan Zhou Zou Yufei Wang Jin Lu Geng Yuan 41 0 0 28 Apr 2025
Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning Hanlu Zhang Yumeng Ma Shuo Wang Guiran Liu B. Zhu 50 2 0 28 Apr 2025
Taming the Titans: A Survey of Efficient LLM Inference Serving Ranran Zhen J. Li Yixin Ji Zheng Yang Tong Liu Qingrong Xia Xinyu Duan Zehao Wang Baoxing Huai Hao Fei LLMAG 77 0 0 28 Apr 2025
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling Ishan Kavathekar Raghav Donakanti Ponnurangam Kumaraguru Karthik Vaidhyanathan 58 0 0 27 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Zifei Shan Shanghang Zhang Yuxiao Dong Jie Tang LLMAG 77 0 0 27 Apr 2025
Efficient Reasoning for LLMs through Speculative Chain-of-Thought Jikai Wang J. Li Lijun Wu Hao Fei LLMAG LRM 69 2 0 27 Apr 2025
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning Ojasw Upadhyay Abishek Saravankumar Ayman Ismail AILaw SyDa ELM 81 0 0 26 Apr 2025
Towards Robust Dialogue Breakdown Detection: Addressing Disruptors in Large Language Models with Self-Guided Reasoning Abdellah Ghassel Xianzhi Li Xiaodan Zhu 53 0 0 26 Apr 2025
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Yuchen Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 85 4 0 26 Apr 2025
Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation Jagrit Acharya Gouri Ginde 56 0 0 26 Apr 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 49 0 0 25 Apr 2025