Title
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
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
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 39 0 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
Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization Yamato Arai Yuma Ichikawa MQ 34 0 0 13 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 30 17 0 13 Apr 2025
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation Jiajie Su Qiyong Zhong Yunshan Ma Weiming Liu Chaochao Chen Xiaolin Zheng Jianwei Yin Tat-Seng Chua 40 0 0 13 Apr 2025
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? Christophe El Zeinaty W. Hamidouche Glenn Herrou D. Ménard Merouane Debbah 43 0 0 13 Apr 2025
Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP L. Zhang Yue Li AI4CE 32 1 0 13 Apr 2025
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images Jiuchen Chen Xinyu Yan Qizhi Xu Kaiqi Li VLM 32 0 0 13 Apr 2025
BabyVLM: Data-Efficient Pretraining of VLMs Inspired by Infant Learning Shengao Wang Arjun Chandra Aoming Liu Venkatesh Saligrama Boqing Gong MLLM VLM 47 0 0 13 Apr 2025
Don't Deceive Me: Mitigating Gaslighting through Attention Reallocation in LMMs Pengkun Jiao Bin Zhu Jingjing Chen Chong-Wah Ngo Yu Jiang 40 0 0 13 Apr 2025
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification Jiaxing Xu Kai He Yue Tang Wei Li Mengcheng Lan Xia Dong Yiping Ke Mengling Feng 22 0 0 12 Apr 2025
Large Language Models as Particle Swarm Optimizers Yamato Shinohara Jinglue Xu Tianshui Li Hitoshi Iba 31 0 0 12 Apr 2025
Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training Mingyu Liang Hiwot Tadese Kassa Wenyin Fu Brian Coutinho Louis Feng Christina Delimitrou 28 0 0 12 Apr 2025
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models Wenjin Ke Zhe Li D. Li Lu Tian E. Barsoum MQ 43 1 0 12 Apr 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey R. Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 182 0 0 12 Apr 2025
Application of Contrastive Learning on ECG Data: Evaluating Performance in Japanese and Classification with Around 100 Labels Junichiro Takahashi JingChuan Guan Masataka Sato Kaito Baba Kazuto Haruguchi Daichi Nagashima Satoshi Kodera Norihiko Takeda 28 0 0 12 Apr 2025
How Good Are Large Language Models for Course Recommendation in MOOCs? Boxuan Ma Md Akib Zabed Khan Tianyuan Yang Agoritsa Polyzou Shiníchi Konomi AI4Ed 54 0 0 11 Apr 2025
An Evaluation of Cultural Value Alignment in LLM Nicholas Sukiennik Chen Gao Fengli Xu Yong Li 29 0 0 11 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 52 2 0 11 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges Joshua Fixelle ViT 29 0 0 11 Apr 2025
AstroLLaVA: towards the unification of astronomical data and natural language Sharaf Zaman Michael J. Smith P. Khetarpal Rishabh Chakrabarty Michele Ginolfi ... Maja Jabłońska Sandor Kruk Matthieu Le Lain Sergio J. Rodríguez Méndez Dimitrios Tanoglidis 31 0 0 11 Apr 2025
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering Qi Zhi Lim C. Lee K. Lim Kalaiarasi Sonai Muthu Anbananthen 31 0 0 11 Apr 2025
Fast-Slow-Thinking: Complex Task Solving with Large Language Models Yiliu Sun Yanfang Zhang Zicheng Zhao Sheng Wan Dacheng Tao Chen Gong LRM 40 0 0 11 Apr 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 34 0 0 11 Apr 2025
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation Tianwei Xiong Jun Hao Liew Zilong Huang Jiashi Feng Xihui Liu 36 0 0 11 Apr 2025
LLM for Comparative Narrative Analysis Leo Kampen Carlos Rabat Villarreal Louis Yu Santu Karmaker Dongji Feng 30 0 0 11 Apr 2025
Analyzing 16,193 LLM Papers for Fun and Profits Zhiqiu Xia Lang Zhu Bingzhe Li Feng Chen Qiannan Li Hang Liu Feiyi Wang Hang Liu 45 0 0 11 Apr 2025
MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft Junliang Guo Yang Ye Tianyu He Haoyu Wu Yushu Jiang Tim Pearce Jiang Bian VGen SyDa 58 2 0 11 Apr 2025
AGENT: An Aerial Vehicle Generation and Design Tool Using Large Language Models Colin Samplawski Adam Cobb Susmit Jha LLMAG AI4CE 65 0 0 11 Apr 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 30 0 0 11 Apr 2025
Learning Long Short-Term Intention within Human Daily Behaviors Zhe Sun Rujie Wu Xiaodong Yang Hongzhao Xie Haiyan Jiang Junda Bi Zhenliang Zhang 39 0 0 10 Apr 2025
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation Yixiang Chen Penglei Sun Xiang Li Xiaowen Chu 38 0 0 10 Apr 2025
Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation Yi-cui Zhang Yiwen Zhang Y. X. R. Wang Tong Chen Hongzhi Yin 28 0 0 10 Apr 2025
Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving Shihong Gao Jiahui Geng Yanyan Shen Lei Chen 27 1 0 10 Apr 2025
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling Chaojian Li Zhifan Ye Massimiliano Lupo Pasini Jong Youl Choi Cheng Wan Y. Lin Prasanna Balaprakash 39 0 0 10 Apr 2025
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding Dibyadip Chatterjee Edoardo Remelli Yale Song Bugra Tekin Abhay Mittal ... Shreyas Hampali Eric Sauser Shugao Ma Angela Yao Fadime Sener VLM 46 0 0 10 Apr 2025
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang Hui Ma Dailin Li Jian Ding Jian Wang Bo Xu Hongfei Lin KELM 44 0 0 10 Apr 2025
Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs Taibiao Zhao Xiaobing Chen Mingxuan Sun AI4TS 38 0 0 10 Apr 2025
Token Level Routing Inference System for Edge Devices Jianshu She Wenhao Zheng Zhengzhong Liu Hongyi Wang Eric P. Xing Huaxiu Yao Qirong Ho 36 1 0 10 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 53 1 0 10 Apr 2025
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness Chandan Kumar Sah Xiaoli Lian Tony Xu Li Zhang 28 0 0 10 Apr 2025
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking Qi Liu Haozhe Duan Yiqun Chen Quanfeng Lu Weiwei Sun Jiaxin Mao 32 0 0 10 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
VideoExpert: Augmented LLM for Temporal-Sensitive Video Understanding Henghao Zhao Ge-Peng Ji Rui Yan Huan Xiong Zechao Li 29 0 0 10 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Wanshi Xu Hai-Tao Zheng Yinghui Li Xin Su Zifei Shan LLMAG 75 0 0 10 Apr 2025
LVC: A Lightweight Compression Framework for Enhancing VLMs in Long Video Understanding Ziyi Wang Haoran Wu Yiming Rong Deyang Jiang Yixin Zhang Yue Zhao Shuang Xu Bo Xu VLM 49 0 0 09 Apr 2025
Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation Thomas Kerdreux A. Tuel Quentin Febvre A. Mouche Bertrand Chapron 78 0 0 09 Apr 2025
Lugha-Llama: Adapting Large Language Models for African Languages Happy Buzaaba Alexander Wettig David Ifeoluwa Adelani Christiane Fellbaum 34 0 0 09 Apr 2025