Title
Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models José P. Pombal Nuno M. Guerreiro Ricardo Rei André F. T. Martins ALM 66 0 0 01 Apr 2025
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 58 0 0 01 Apr 2025
The Illusionist's Prompt: Exposing the Factual Vulnerabilities of Large Language Models with Linguistic Nuances Yining Wang Y. Wang Xi Li Mi Zhang Geng Hong Min Yang AAML HILM 60 0 0 01 Apr 2025
LLMs for Explainable AI: A Comprehensive Survey Ahsan Bilal David Ebert Beiyu Lin 68 1 0 31 Mar 2025
STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? Y. Li Y. Zhang Tao Lin Xiangrui Liu Wenxiao Cai Zheng Liu Bo Zhao LRM 56 0 0 31 Mar 2025
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems Shiyi Yang Z. Hu Chen Wang Tong Yu Xiwei Xu Liming Zhu Lina Yao AAML 37 0 0 31 Mar 2025
SQuat: Subspace-orthogonal KV Cache Quantization Hao Wang Ligong Han Kai Xu Akash Srivastava MQ 43 0 0 31 Mar 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 33 0 0 31 Mar 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Z. Li L. Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 50 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 41 0 0 31 Mar 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 26 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
Fair Dynamic Spectrum Access via Fully Decentralized Multi-Agent Reinforcement Learning Yubo Zhang Pedro Botelho Trevor Gordon Gil Zussman I. Kadota 50 0 0 31 Mar 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 89 2 0 31 Mar 2025
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG Arshia Kermani Veronica Perez-Rosas Vangelis Metsis AI4MH 36 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 16 0 0 31 Mar 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 37 0 0 31 Mar 2025
Beyond the Reported Cutoff: Where Large Language Models Fall Short on Financial Knowledge Agam Shah Liqin Ye Sebastian Jaskowski Wei Xu S. Chava AIFin 33 0 0 30 Mar 2025
Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference Wei Tao Bin Zhang Xiaoyang Qu Jiguang Wan Jianzong Wang 34 1 0 30 Mar 2025
Order Independence With Finetuning Katrina Brown Reid McIlroy 29 0 0 30 Mar 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 27 0 0 30 Mar 2025
Mixture of Routers Jia-Chen Zhang Yu-Jie Xiong Xi-He Qiu Chun-Ming Xia Fei Dai MoE 52 0 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 39 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 37 0 0 30 Mar 2025
Ethereum Price Prediction Employing Large Language Models for Short-term and Few-shot Forecasting Eftychia Makri Georgios Palaiokrassas Sarah Bouraga Antigoni Polychroniadou Leandros Tassiulas AIFin 27 0 0 29 Mar 2025
RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm Yongyi Yang Jianyang Gao Wei Hu MQ 31 1 0 29 Mar 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 58 0 0 28 Mar 2025
EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices Jiyu Chen Shuang Peng Daxiong Luo Fan Yang Renshou Wu Fangyuan Li Xiaoxin Chen 44 0 0 28 Mar 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations Song Wang Junhong Lin Xiaojie Guo Julian Shun Jundong Li Yada Zhu LRM 37 2 0 28 Mar 2025
Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation Chuan-Wei Kuo Siyu Chen Chenqi Yan Yu Liu 55 0 0 28 Mar 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models Hung-Yueh Chiang Chi-chih Chang N. Frumkin Kai-Chiang Wu Mohamed S. Abdelfattah Diana Marculescu MQ 51 0 0 28 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Chenkai Zhang Yiming Lei Zeming Liu Qingjie Liu Y. Wang 42 0 0 28 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical Interactions Mohammad Almansoori K. K. Hisham Cholakkal 51 0 0 28 Mar 2025
Make Some Noise: Towards LLM audio reasoning and generation using sound tokens Shivam Mehta Nebojsa Jojic Hannes Gamper 31 0 0 28 Mar 2025
Exploiting Mixture-of-Experts Redundancy Unlocks Multimodal Generative Abilities Raman Dutt Harleen Hanspal Guoxuan Xia Petru-Daniel Tudosiu Alexander Black Yongxin Yang Steven G. McDonagh Sarah Parisot MoE 38 0 0 28 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu W. Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 57 2 0 27 Mar 2025
Vision-to-Music Generation: A Survey Zhaokai Wang Chenxi Bao Le Zhuo Jingrui Han Yang Yue Yihong Tang Victor Shea-Jay Huang Yue Liao EGVM VGen 74 1 0 27 Mar 2025
Effective Skill Unlearning through Intervention and Abstention Yongce Li Chung-En Sun Tsui-Wei Weng MU 56 0 0 27 Mar 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 59 0 0 27 Mar 2025
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 48 1 0 27 Mar 2025
Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection Ziyi Zhou Xiaoming Zhang Shenghan Tan Litian Zhang Chaozhuo Li 44 0 0 27 Mar 2025
Mobile-VideoGPT: Fast and Accurate Video Understanding Language Model Abdelrahman M. Shaker Muhammad Maaz Chenhui Gou Hamid Rezatofighi Salman Khan F. Khan 52 0 0 27 Mar 2025
Leveraging Language Models for Analyzing Longitudinal Experiential Data in Education Ahatsham Hayat Bilal Khan Mohammad Hasan AI4Ed 68 0 0 27 Mar 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 48 0 0 27 Mar 2025
Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models Tom Kempton Stuart Burrell 30 0 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 58 1 0 27 Mar 2025
RedditESS: A Mental Health Social Support Interaction Dataset -- Understanding Effective Social Support to Refine AI-Driven Support Tools Zeyad Alghamdi Tharindu Kumarage Garima Agrawal Mansooreh Karami Ibrahim Almuteb Huan Liu AI4MH 51 0 0 27 Mar 2025
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 52 0 0 27 Mar 2025
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment Hamed Babaei Giglou Jennifer D'Souza Oliver Karras Sören Auer 29 2 0 27 Mar 2025
Qwen2.5-Omni Technical Report Jin Xu Zhifang Guo Jinzheng He Hangrui Hu Ting He ... K. Dang Bin Zhang X. Wang Yunfei Chu Junyang Lin VGen AuLLM 86 12 0 26 Mar 2025