Title
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 35 0 0 04 Apr 2025
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency E. J. Husom Arda Goknil Merve Astekin Lwin Khin Shar Andre Kåsen S. Sen Benedikt Andreas Mithassel Ahmet Soylu MQ 43 1 0 04 Apr 2025
Think When You Need: Self-Adaptive Chain-of-Thought Learning Junjie Yang Ke Lin Xing Yu ReLM LRM AI4CE 60 5 0 04 Apr 2025
Entropy-Based Block Pruning for Efficient Large Language Models Liangwei Yang Yuhui Xu Juntao Tan Doyen Sahoo Shri Kiran Srinivasan Caiming Xiong Han Wang Shelby Heinecke AAML 30 0 0 04 Apr 2025
ProbRes: Probabilistic Jump Diffusion for Open-World Egocentric Activity Recognition Sanjoy Kundu Shanmukha Vellamchetti Sathyanarayanan N. Aakur EgoV 52 0 0 04 Apr 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 69 0 0 03 Apr 2025
Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness Yusheng Zhao Junyu Luo Zhiyuan Ning Weizhi Zhang Zhiping Xiao Wei Ju Philip S. Yu Ming Zhang AuLLM 49 0 0 03 Apr 2025
The Self-Learning Agent with a Progressive Neural Network Integrated Transformer Ajay Sivakumar Shalini Vasantha Raj Sebastian Sylvester AI4CE 34 0 0 03 Apr 2025
LLM for Complex Reasoning Task: An Exploratory Study in Fermi Problems Zhengwu Liu Carlos Rabat Villarreal Mostafa Rahgouy Amit Das Zheng Zhang Chang Ren Dongji Feng ReLM LRM 56 0 0 03 Apr 2025
Cultural Learning-Based Culture Adaptation of Language Models Chen Cecilia Liu Anna Korhonen Iryna Gurevych 43 0 0 03 Apr 2025
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning Xianwei Zhuang Yuxin Xie Yufan Deng Dongchao Yang Liming Liang Jinghan Ru Yuguo Yin Yuexian Zou 71 3 0 03 Apr 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables Siddharth Khincha Tushar Kataria Ankita Anand Dan Roth Vivek Gupta 59 0 0 03 Apr 2025
Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning Kai Ye Hongyi Zhou Jin Zhu Francesco Quinzan C. Shi 32 1 0 03 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 56 0 0 03 Apr 2025
QID: Efficient Query-Informed ViTs in Data-Scarce Regimes for OCR-free Visual Document Understanding Binh M. Le Shaoyuan Xu Jinmiao Fu Zhishen Huang Moyan Li Yanhui Guo Hongdong Li Sameera Ramasinghe Bryan Wang 35 0 0 03 Apr 2025
Geometric Reasoning in the Embedding Space Jan Hůla David Mojžíšek Jiří Janeček David Herel Mikoláš Janota 43 0 0 02 Apr 2025
UniViTAR: Unified Vision Transformer with Native Resolution Limeng Qiao Yiyang Gan Bairui Wang Jie Qin Shuang Xu Siqi Yang Lin Ma 57 0 0 02 Apr 2025
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 41 1 0 02 Apr 2025
LLMPi: Optimizing LLMs for High-Throughput on Raspberry Pi Mahsa Ardakani Jinendra Malekar Ramtin Zand MQ 42 0 0 02 Apr 2025
Slot-Level Robotic Placement via Visual Imitation from Single Human Video Dandan Shan Kaichun Mo Wei Yang Yu-Wei Chao David Fouhey Dieter Fox Arsalan Mousavian 46 0 0 02 Apr 2025
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables Abhilash Shankarampeta Harsh Mahajan Tushar Kataria Dan Roth Vivek Gupta LMTD ReLM LRM 53 0 0 02 Apr 2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP Fabio Yáñez-Romero Andrés Montoyo Armando Suárez Yoan Gutiérrez Ruslan Mitkov 51 0 0 02 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 35 0 0 02 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 83 0 0 02 Apr 2025
A thorough benchmark of automatic text classification: From traditional approaches to large language models Washington Cunha Leonardo Rocha M. A. Gonçalves VLM 34 1 0 02 Apr 2025
Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning Yiting Lu X. Li H. Wu Bingchen Li Weisi Lin Zhibo Chen 42 1 0 02 Apr 2025
Reasoning LLMs for User-Aware Multimodal Conversational Agents Hamed Rahimi Jeanne Cattoni Meriem Beghili Mouad Abrini Mahdi Khoramshahi Maribel Pino Mohamed Chetouani LRM 36 0 0 02 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
Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics Shide Zhou Kaidi Wang Ling Shi Han Wang 47 0 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
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 75 2 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
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
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
MixerMDM: Learnable Composition of Human Motion Diffusion Models Pablo Ruiz-Ponce Germán Barquero Cristina Palmero Sergio Escalera José García Rodríguez DiffM 72 0 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
Multi-Token Attention O. Yu. Golovneva Tianlu Wang Jason Weston Sainbayar Sukhbaatar 56 1 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 70 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
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 50 0 0 01 Apr 2025
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 62 0 0 01 Apr 2025
Multi-Agent LLM Judge: automatic personalized LLM judge design for evaluating natural language generation applications Hongliu Cao Ilias Driouich Robin Singh Eoin Thomas ELM 45 0 0 01 Apr 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models Sudong Wang Yujie Zhang Yao Zhu Jianing Li Zizhe Wang Yi Liu Xiangyang Ji 175 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 46 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
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
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
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 35 0 0 31 Mar 2025