Title
SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models Hang Wu Jianian Zhu Yong Li Haojie Wang Biao Hou Jidong Zhai 40 0 0 12 May 2025
MilChat: Introducing Chain of Thought Reasoning and GRPO to a Multimodal Small Language Model for Remote Sensing Aybora Koksal A. Aydin Alatan LRM 29 0 0 12 May 2025
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection Kai Hua Steven Wu Ge Zhang Ke Shen LRM 28 0 0 12 May 2025
Implementing Long Text Style Transfer with LLMs through Dual-Layered Sentence and Paragraph Structure Extraction and Mapping Yusen Wu Xiaotie Deng 19 0 0 11 May 2025
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance Jinuk Kim Marwa El Halabi W. Park Clemens JS Schaefer Deokjae Lee Yeonhong Park Jae W. Lee Hyun Oh Song MQ 34 0 0 11 May 2025
Knowledge Distillation for Enhancing Walmart E-commerce Search Relevance Using Large Language Models Hongwei Shang Nguyen Vo Nitin Yadav Tian Zhang Ajit Puthenputhussery Xunfan Cai Shuyi Chen Prijith Chandran Changsung Kang RALM 48 0 0 11 May 2025
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run? Weixian Waylon Li Hyeonjun Kim Mihai Cucuringu Tiejun Ma AIFin 46 0 0 11 May 2025
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking Ching Nam Hang Pei-Duo Yu C. Tan 26 0 0 11 May 2025
Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding Dawei Huang Qing Li Chuan Yan Zebang Cheng Jiaming Ji Xiang Li Yangqiu Song Xiaobei Wang Zheng Lian Xiaojiang Peng 29 0 0 10 May 2025
Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers Massimiliano Albanese Xinming Ou Kevin Lybarger Daniel Lende Dmitry Goldgof 26 0 0 09 May 2025
Challenging GPU Dominance: When CPUs Outperform for On-Device LLM Inference Haolin Zhang Jeff Huang 35 0 0 09 May 2025
MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills Niladri Shekhar Dutt Duygu Ceylan Niloy J. Mitra DiffM 38 0 0 09 May 2025
Multi-Agent Systems for Robotic Autonomy with LLMs Junhong Chen Ziqi Yang Haoyuan G Xu Dandan Zhang George Mylonas LLMAG 49 0 0 09 May 2025
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization Jae-Won Chung Jiachen Liu Jeff J. Ma Ruofan Wu Oh Jun Kweon Yuxuan Xia Zhiyu Wu Mosharaf Chowdhury 31 0 0 09 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers Alba María Mármol-Romero Manuel García-Vega Miguel Ángel García-Cumbreras Arturo Montejo-Ráez 35 3 0 09 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 184 0 0 09 May 2025
Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models Dawid Wi'sniewski Antoni Solarski Artur Nowakowski LRM 29 0 0 09 May 2025
MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks Wenqi Zeng Yuqi Sun Chenxi Ma Weimin Tan Bo Yan LM&MA VLM 55 0 0 09 May 2025
Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data Yishuo Wang Z. Fu Jie Cai Peijun Tang Hongya Lyu ... Jie Zhou Guoyang Zeng Chaojun Xiao Xu Han Zhiyuan Liu 49 0 0 08 May 2025
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang Christophe Zgrzendek Igor Tchappi Afshin Khadangi Johannes Sedlmeir VLM 35 0 0 08 May 2025
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning Zhihao Zeng Ziquan Fang Wei Shao Lu Chen Yunjun Gao FedML 51 0 0 08 May 2025
UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections Fatima Haouari Carolina Scarton Nicolò Faggiani Nikolaos Nikolaidis Bonka Kotseva Ibrahim Abu Farha Jens Linge Kalina Bontcheva 46 0 0 08 May 2025
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning Ruxue Shi Hengrui Gu Hangting Ye Yiwei Dai Xu Shen Xin Wang LMTD 63 0 0 08 May 2025
CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory Weichen Zhang Chen Gao Shiquan Yu Ruiying Peng Baining Zhao Qian Zhang Jinqiang Cui Xinlei Chen Yong Li LLMAG LM&Ro 49 0 0 08 May 2025
DenseGrounding: Improving Dense Language-Vision Semantics for Ego-Centric 3D Visual Grounding Henry Zheng Hao Shi Qihang Peng Yong Xien Chng Rui Huang Yepeng Weng Zhongchao Shi Gao Huang 77 1 0 08 May 2025
Griffin: Towards a Graph-Centric Relational Database Foundation Model Yanbo Wang Xiyuan Wang Quan Gan Minjie Wang Qibin Yang David Wipf Muhan Zhang 100 0 0 08 May 2025
QiMeng-TensorOp: Automatically Generating High-Performance Tensor Operators with Hardware Primitives X. Zhang Shaohui Peng Qirui Zhou Yuanbo Wen Qi Guo ... Ke Gao Chen Zhao Yanjun Wu Yunji Chen Ling Li VLM 39 0 0 08 May 2025
PADriver: Towards Personalized Autonomous Driving Genghua Kou Fan Jia Weixin Mao Yong-Jin Liu Yucheng Zhao Ziheng Zhang Osamu Yoshie Tiancai Wang Yongbin Li Xinming Zhang 49 0 0 08 May 2025
Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought Mingfei Zeng Ming Xie Xixi Zheng Chunhai Li Chuan Zhang Liehuang Zhu 31 0 0 08 May 2025
PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer Jingwen Ye Yuze He Yanning Zhou Yiqin Zhu Kaiwen Xiao Yong-Jin Liu Wei Yang Xiao Han 44 0 0 07 May 2025
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes Mohammad Aqib Mohd Hamza Qipei Mei Ying Hei Chui RALM ELM 52 0 0 07 May 2025
Large Language Models are Autonomous Cyber Defenders Sebastián R. Castro Roberto Campbell Nancy Lau Octavio Villalobos Jiaqi Duan Alvaro A. Cardenas LLMAG 43 0 0 07 May 2025
ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via $α$ - $β$ -Divergence Guanghui Wang Zhiyong Yang Zihan Wang Shi Wang Qianqian Xu Qingming Huang 42 0 0 07 May 2025
Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs Chetan Pathade AAML SILM 59 0 0 07 May 2025
Lossless Compression of Large Language Model-Generated Text via Next-Token Prediction Yu Mao Holger Pirk Chun Jason Xue 26 0 0 07 May 2025
CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies Komal Gilani Marlo Verket Christof Peters Michel Dumontier Hans-Peter Brunner-La Rocca V. Urovi 40 0 0 07 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zhenru Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 154 0 0 06 May 2025
Faster MoE LLM Inference for Extremely Large Models Haoqi Yang Luohe Shi Qiwei Li Zuchao Li Ping Wang Bo Du Mengjia Shen Hai Zhao MoE 65 0 0 06 May 2025
SPAP: Structured Pruning via Alternating Optimization and Penalty Methods Hanyu Hu Xiaoming Yuan 48 0 0 06 May 2025
SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation Zhaoxi Mu Xinyu Yang Gang Wang AuLLM KELM VLM 60 0 0 06 May 2025
Uncertainty-Aware Large Language Models for Explainable Disease Diagnosis Shuang Zhou Jiashuo Wang Zidu Xu Song Wang David Brauer ... Zaifu Zhan Yu Hou Mingquan Lin Genevieve B. Melton Rui Zhang 53 0 0 06 May 2025
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction Zian Liu Renjun Jia AI4TS AIFin 55 0 0 05 May 2025
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks Baoxia Du H. Du Dusit Niyato Ruidong Li 58 0 0 05 May 2025
Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry J. Kim Chaeeun Shim Sungjin Park Su Yeon Lee Gee Young Suh ... Yong Soo Kim Hee-Joon Bae Sung Yoon Lim Han-Gil Jeong Edward Choi LRM 51 0 0 05 May 2025
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery Jerome Quenum Wen-Han Hsieh Tsung-Han Wu Ritwik Gupta Trevor Darrell David M. Chan MLLM VLM 54 0 0 05 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 60 2 0 05 May 2025
EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices Arnab Sanyal Prithwish Mukherjee Gourav Datta Sandeep P. Chinchali MQ 140 0 0 05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian Foster Ben Blaiszik 64 0 0 05 May 2025
Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction Biao Gong Cheng Zou Dandan Zheng Hu Yu Jingdong Chen ... Qingpei Guo Rui Liu Weilong Chai Xinyu Xiao Ziyuan Huang MLLM 79 1 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Xuzhi Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025