Title
Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints Yuhao Zhou Yuxin Tian Jindi Lv Mingjia Shi Yuanxi Li Qing Ye Shuhao Zhang Jiancheng Lv CLL 112 0 0 15 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Zhanting Zhou Haicheng Liao Zhijiang Guo Li Li Chengzhong Xu FedML 156 5 0 15 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi N. Sebe Massimiliano Mancini MU 116 0 0 14 Mar 2025
TigerLLM -- A Family of Bangla Large Language Models Nishat Raihan Marcos Zampieri 102 0 0 14 Mar 2025
Characterizing GPU Resilience and Impact on AI/HPC Systems Shengkun Cui Archit Patke Ziheng Chen Aditya Ranjan Hung Nguyen ... Chandra Narayanaswami Daby M. Sow C. Martino Zbigniew T. Kalbarczyk Ravishankar Iyer 84 1 0 14 Mar 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 482 0 0 14 Mar 2025
Observation-Graph Interaction and Key-Detail Guidance for Vision and Language Navigation Yifan Xie Binkai Ou Fei Ma Yaohua Liu 72 0 0 14 Mar 2025
Do Construction Distributions Shape Formal Language Learning In German BabyLMs? Bastian Bunzeck Daniel Duran Sina Zarrieß 123 0 0 14 Mar 2025
Direction-Aware Diagonal Autoregressive Image Generation Yijia Xu Jianzhong Ju Jian Luan J. Cui 185 0 0 14 Mar 2025
GNNs as Predictors of Agentic Workflow Performances Yanzhe Zhang Yuchen Hou Bohan Tang Shuo Chen Muhan Zhang Xiaowen Dong Tian Jin LLMAG AI4CE 120 2 0 14 Mar 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning Jia Zhang Chen-Xi Zhang Yang Liu Yi-Xuan Jin Xiao-Wen Yang Bo Zheng Yi Liu Lan-Zhe Guo 143 3 0 14 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 105 3 0 14 Mar 2025
LLMPerf: GPU Performance Modeling meets Large Language Models Khoi N.M. Nguyen Hoang Duy Nguyen Do Huyen Thao Le T. Dao 87 0 0 14 Mar 2025
Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity Chi Xu Gefei Zhang Yantong Zhu Luca Benini Guosheng Hu Yawei Li Zhihong Zhang 58 1 0 14 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 149 8 0 14 Mar 2025
Text Compression for Efficient Language Generation David Gu Peter Belcak Roger Wattenhofer 112 0 0 14 Mar 2025
Open3DVQA: A Benchmark for Comprehensive Spatial Reasoning with Multimodal Large Language Model in Open Space Weichen Zhang Zile Zhou Zhiheng Zheng Chen Gao Jinqiang Cui Yongqian Li Xinlei Chen Xiao-Ping Zhang LRM 137 5 0 14 Mar 2025
Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding Jiajun Li Yixing Xu Haiduo Huang Xuanwu Yin D. Li Edith C. -H. Ngai E. Barsoum 121 0 0 13 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 145 3 0 13 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 125 1 0 13 Mar 2025
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model Jiaming Liu Hao Chen Pengju An Zhuoyang Liu Renrui Zhang ... Chengkai Hou Mengdi Zhao KC alex Zhou Pheng-Ann Heng Shanghang Zhang 193 20 0 13 Mar 2025
Hoi2Anomaly: An Explainable Anomaly Detection Approach Guided by Human-Object Interaction Yuhan Wang Cheng Liu Daou Zhang Weichao Wu 101 0 0 13 Mar 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Yong Liu ... Wanli Ouyang Zhiwei Xiong Peng Gao Qibin Hou Ming-Ming Cheng 239 3 0 13 Mar 2025
Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? So Young Lee Russell Scheinberg Amber Shore Ameeta Agrawal 79 1 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu OffRL ViT 160 20 0 13 Mar 2025
Learning to Inference Adaptively for Multimodal Large Language Models Zhuoyan Xu Khoi Duc Nguyen Preeti Mukherjee Saurabh Bagchi Somali Chaterji Yingyu Liang Yin Li LRM 129 2 0 13 Mar 2025
UniGoal: Towards Universal Zero-shot Goal-oriented Navigation Hang Yin Xiuwei Xu Lingqing Zhao Zehua Wang Jie Zhou Jiwen Lu 205 6 0 13 Mar 2025
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models Chuan Qin Xiusi Chen Chengrui Wang Pengmin Wu Xi Chen ... Han Wu Chong Li Yuanchun Zhou H. Xiong Hengshu Zhu ELM 91 2 0 12 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 137 1 0 12 Mar 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 123 0 0 12 Mar 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Yongbin Li Jiaheng Zhang 135 0 0 12 Mar 2025
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? Yuhang Liu Dong Gong Erdun Gao Zhen Zhang Zhen Zhang Biwei Huang Anton van den Hengel Javen Qinfeng Shi Javen Qinfeng Shi 461 1 0 12 Mar 2025
Accurate INT8 Training Through Dynamic Block-Level Fallback Pengle Zhang Jia Wei Jintao Zhang Jun-Jie Zhu Jianfei Chen MQ 173 9 0 11 Mar 2025
HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding Shehreen Azad Vibhav Vineet Yogesh S Rawat VLM 493 3 0 11 Mar 2025
Context-aware Biases for Length Extrapolation Ali Veisi Hamidreza Amirzadeh Amir Mansourian 165 1 0 11 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 140 1 0 11 Mar 2025
Whoever Started the Interference Should End It: Guiding Data-Free Model Merging via Task Vectors Runxi Cheng Feng Xiong Yongxian Wei Wanyun Zhu Chun Yuan MoMe 133 1 0 11 Mar 2025
Linguistic Knowledge Transfer Learning for Speech Enhancement Kuo-Hsuan Hung Xugang Lu Szu-Wei Fu Huan-Hsin Tseng Hsin-Yi Lin Chii-Wann Lin Yu Tsao VLM 110 0 0 10 Mar 2025
Temporal Triplane Transformers as Occupancy World Models Haoran Xu Peixi Peng Guang Tan Yiqian Chang Yisen Zhao Yonghong Tian 187 2 0 10 Mar 2025
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning Bo Jiang Shaoyu Chen Qian Zhang Wenyu Liu Xinggang Wang OffRL LRM VLM 161 12 0 10 Mar 2025
Identity Lock: Locking API Fine-tuned LLMs With Identity-based Wake Words Hongyu Su Yifeng Gao Yifan Ding Jie Zhang 105 0 0 10 Mar 2025
Navigating Motion Agents in Dynamic and Cluttered Environments through LLM Reasoning Yubo Zhao Qi Wu Yifan Wang Yu-Wing Tai Chi-Keung Tang LLMAG LRM 509 0 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 150 3 0 10 Mar 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention Mengzhe Hei Zhouran Zhang Qingbao Liu Yan Pan Xiang Zhao Yongqian Peng Yicong Ye Xin Zhang Shuxin Bai 73 1 0 10 Mar 2025
Effect of Selection Format on LLM Performance Yuchen Han Yucheng Wu Jeffrey Willard 147 1 0 10 Mar 2025
ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation Kaiyuan Liu Youcheng Pan Junlin Li Daojing He Yang Xiang Yexing Du Tianrun Gao ELM LLMAG 95 1 0 10 Mar 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection Shamsuddeen Hassan Muhammad N. Ousidhoum Idris Abdulmumin Seid Muhie Yimam Jan Philip Wahle ... Abinew Ali Ayele Oana Ignat Alexander Panchenko Yi Zhou Saif M. Mohammad 139 5 0 10 Mar 2025
ALLVB: All-in-One Long Video Understanding Benchmark Xichen Tan Yuanjing Luo Yunfan Ye Fang Liu Zhiping Cai MLLM VLM 169 1 0 10 Mar 2025
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models Michael-Andrei Panaitescu-Liess Pankayaraj Pathmanathan Yigitcan Kaya Zora Che Bang An Sicheng Zhu Aakriti Agrawal Furong Huang AAML 118 2 0 10 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 239 2 0 10 Mar 2025