Title
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis Yi Jiang Sendong Zhao Jianbo Li Haochun Wang Bing Qin RALM 186 0 0 24 May 2025
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook Hao Gu Lujun Li Zheyu Wang B. Liu Qiyuan Zhu Sirui Han Yike Guo MQ 20 0 0 24 May 2025
PacTrain: Pruning and Adaptive Sparse Gradient Compression for Efficient Collective Communication in Distributed Deep Learning Yisu Wang Ruilong Wu Xinjiao Li Dirk Kutscher 243 0 0 24 May 2025
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing Weihan Xu Yimeng Ma Jingyue Huang Yang Li Wenye Ma Taylor Berg-Kirkpatrick Julian McAuley Paul Pu Liang Hao-Wen Dong DiffM VGen 182 0 0 24 May 2025
ToDRE: Visual Token Pruning via Diversity and Task Awareness for Efficient Large Vision-Language Models Duo Li Zuhao Yang Shijian Lu VLM 98 0 0 24 May 2025
DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors Tazeek Bin Abdur Rakib Ambuj Mehrish Lay-Ki Soon Wern Han Lim Soujanya Poria OffRL 60 0 0 23 May 2025
Simultaneous Modeling of Protein Conformation and Dynamics via Autoregression Yuning Shen Lihao Wang Huizhuo Yuan Yan Wang B. Yang Quanquan Gu DiffM AI4CE 173 0 0 23 May 2025
LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework Yanli Jin Chunpei Li Peng Fan Peng Liu Xianxian Li Chen Liu Wangjie Qiu 41 0 0 23 May 2025
Understanding Gated Neurons in Transformers from Their Input-Output Functionality Sebastian Gerstner Hinrich Schütze MILM FAtt 219 0 0 23 May 2025
BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models Zezhi Shao Yujie Li Fei Wang Chengqing Yu Yisong Fu Tangwen Qian Bin Xu Boyu Diao Yongjun Xu Xueqi Cheng AI4TS 82 0 0 23 May 2025
DetailFusion: A Dual-branch Framework with Detail Enhancement for Composed Image Retrieval Yuxin Yang Yinan Zhou Yuxin Chen Ziqi Zhang Zongyang Ma ... Bing Li Lin Song Jun Gao Peng Li Weiming Hu 199 0 0 23 May 2025
CONCORD: Concept-Informed Diffusion for Dataset Distillation Jianyang Gu Haonan Wang Ruoxi Jia Saeed Vahidian Vyacheslav Kungurtsev Wei Jiang Yiran Chen DiffM DD 922 0 0 23 May 2025
How Can I Publish My LLM Benchmark Without Giving the True Answers Away? Takashi Ishida Thanawat Lodkaew Ikko Yamane 221 0 0 23 May 2025
Towards Practical Defect-Focused Automated Code Review Junyi Lu Lili Jiang Xiaojia Li Jianbing Fang Fengjun Zhang Li Yang Chun Zuo 208 0 0 23 May 2025
SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models Xiang Liu Zhaoxiang Liu Peng Wang Kohou Wang Huan Hu Kai Wang Shiguo Lian 201 0 0 23 May 2025
Two-Stage Regularization-Based Structured Pruning for LLMs Mingkuan Feng Jinyang Wu Siyuan Liu Shuai Zhang Hongjian Fang Ruihan Jin Feihu Che Pengpeng Shao Zhengqi Wen 48 0 0 23 May 2025
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs Wafa Alghallabi Ritesh Thawkar Sara Ghaboura Ketan More Omkar Thawakar Hisham Cholakkal Salman Khan Rao Muhammad Anwer 156 0 0 23 May 2025
Scaling Recurrent Neural Networks to a Billion Parameters with Zero-Order Optimization Francois Chaubard Mykel J. Kochenderfer MQ AI4CE 190 0 0 23 May 2025
Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering Jessica Tang Ali Abedi T. Colella Shehroz S. Khan LM&MA 32 0 0 23 May 2025
AdamS: Momentum Itself Can Be A Normalizer for LLM Pretraining and Post-training Huishuai Zhang Bohan Wang Luoxin Chen ODL 232 0 0 22 May 2025
LLM-Based Emulation of the Radio Resource Control Layer: Towards AI-Native RAN Protocols Ziming Liu Bryan Liu Alvaro Valcarce Xiaoli Chu 246 1 0 22 May 2025
RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs Meng-Hao Guo Xuanyu Chu Qianrui Yang Zhe-Han Mo Yiqing Shen ... Kiyohiro Nakayama Zhengyang Geng Houwen Peng Han Hu Shi-Min Hu LRM 197 0 0 22 May 2025
MARché: Fast Masked Autoregressive Image Generation with Cache-Aware Attention Chaoyi Jiang Sungwoo Kim Lei Gao Hossein Entezari Zarch Won Woo Ro Murali Annavaram 24 0 0 22 May 2025
SC4ANM: Identifying Optimal Section Combinations for Automated Novelty Prediction in Academic Papers Wenqing Wu Chengzhi Zhang Tong Bao Yi Zhao 219 1 0 22 May 2025
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs Muhammad Farid Adilazuarda Chen Cecilia Liu Iryna Gurevych Alham Fikri Aji 219 0 0 22 May 2025
Content Moderation in TV Search: Balancing Policy Compliance, Relevance, and User Experience Adeep Hande Kishorekumar Sundararajan Sardar Hamidian Ferhan Ture 20 0 0 22 May 2025
Understanding Differential Transformer Unchains Pretrained Self-Attentions Chaerin Kong Jiho Jang Nojun Kwak 88 0 0 22 May 2025
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Zebin You Shen Nie Xiaolu Zhang Jun Hu Jun Zhou Zhiwu Lu J. Wen Chongxuan Li MLLM VLM 112 2 0 22 May 2025
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing Dario Di Palma Alessandro De Bellis Giovanni Servedio Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia MILM 76 0 0 22 May 2025
Panoptic Captioning: Seeking An Equivalency Bridge for Image and Text Kun-Yu Lin Hongjun Wang Weining Ren Kai Han 294 0 0 22 May 2025
FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Chao Pang Vincent Jeanselme Young Sang Choi Xinzhuo Jiang Zilin Jing ... Yuta Kobayashi Yanwei Li Florent Pollet Karthik Natarajan Shalmali Joshi 233 0 0 22 May 2025
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset Hua Li Shijie Lian Zhiyuan Li Runmin Cong Sam Kwong VLM 81 0 0 21 May 2025
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language Model Mehrdad Ghassabi Pedram Rostami Hamidreza Baradaran Kashani Amirhossein Poursina Zahra Kazemi Milad Tavakoli LM&MA 191 0 0 21 May 2025
Large Language models for Time Series Analysis: Techniques, Applications, and Challenges Feifei Shi Xueyan Yin Kang Wang Wanyu Tu Qifu Sun Huansheng Ning AI4TS 22 0 0 21 May 2025
Diagnosing our datasets: How does my language model learn clinical information? Furong Jia David Sontag Monica Agrawal LM&MA 212 1 0 21 May 2025
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning Chen Shani Dan Jurafsky Yann LeCun Ravid Shwartz-Ziv 226 0 0 21 May 2025
A Linear Approach to Data Poisoning Diego Granziol Donald Flynn AAML 192 0 0 21 May 2025
Small Language Models in the Real World: Insights from Industrial Text Classification Lujun Li Lama Sleem Niccolo Gentile Geoffrey Nichil Radu State LLMAG 218 0 0 21 May 2025
Object-Focus Actor for Data-efficient Robot Generalization Dexterous Manipulation Yihang Li Tianle Zhang Xuelong Wei Jiayi Li Lin Zhao Dongchi Huang Zhirui Fang Minhua Zheng Wenjun Dai Xiaodong He 71 0 0 21 May 2025
HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving Zhiwen Chen Bo Leng Zhuoren Li Hanming Deng Guizhe Jin Ran Yu Huanxi Wen 231 0 0 21 May 2025
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data Yuhang Zhou Jing Zhu Shengyi Qian Zhuokai Zhao Xiyao Wang Xiaoyu Liu Ming Li Paiheng Xu Wei Ai Furong Huang 95 1 0 21 May 2025
ViC-Bench: Benchmarking Visual-Interleaved Chain-of-Thought Capability in MLLMs with Free-Style Intermediate State Representations Xuecheng Wu Jiaxing Liu Danlei Huang Xiaoyu Li Yifan Wang Chen Chen Liya Ma Xuezhi Cao Junxiao Xue LRM 110 0 0 20 May 2025
Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion Tiehan Cui Yanxu Mao Peipei Liu Congying Liu Datao You AAML 61 1 0 20 May 2025
Exploring Causes of Representational Similarity in Machine Learning Models Zeyu Michael Li Hung Anh Vu Damilola Awofisayo Emily Wenger CML 252 0 0 20 May 2025
Large Language Models Implicitly Learn to See and Hear Just By Reading Prateek Verma Mert Pilanci 198 0 0 20 May 2025
Do Language Models Use Their Depth Efficiently? Róbert Csordás Christopher D. Manning Christopher Potts 208 2 0 20 May 2025
Fragments to Facts: Partial-Information Fragment Inference from LLMs Lucas Rosenblatt Bin Han Robert Wolfe Bill Howe AAML 61 0 0 20 May 2025
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models He Zhu Junyou Su Minxin Chen Wen Wang Yijie Deng Guanhua Chen Wenjia Zhang 197 0 0 20 May 2025
A3 : an Analytical Low-Rank Approximation Framework for Attention Jeffrey T. H. Wong Cheng Zhang Xinye Cao Pedro Gimenes George A. Constantinides Wayne Luk Yiren Zhao OffRL MQ 133 1 0 19 May 2025
Policy Contrastive Decoding for Robotic Foundation Models Shihan Wu Ji Zhang Xu Luo Junlin Xie Jingkuan Song Heng Tao Shen Lianli Gao OffRL 271 0 0 19 May 2025