Title
Position: Epistemic Artificial Intelligence is Essential for Machine Learning Models to Know When They Do Not Know Shireen Kudukkil Manchingal Fabio Cuzzolin 42 0 0 08 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra S. Song Ce Zhang James Y. Zou ALM 24 0 0 05 May 2025
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models Sungbok Shin Hyeon Jeon Sanghyun Hong Niklas Elmqvist 34 0 0 01 May 2025
Pushing the Limits of Low-Bit Optimizers: A Focus on EMA Dynamics Cong Xu Wenbin Liang Mo Yu Anan Liu K. Zhang Lizhuang Ma J. Wang J. Wang W. Zhang MQ 51 0 0 01 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 55 0 0 29 Apr 2025
CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback Chenhan Jiang Yihan Zeng Hang Xu Dit-Yan Yeung 44 0 0 28 Apr 2025
Random-Set Large Language Models Muhammad Mubashar Shireen Kudukkil Manchingal Fabio Cuzzolin 61 0 0 25 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 68 0 0 24 Apr 2025
On-Device Qwen2.5: Efficient LLM Inference with Model Compression and Hardware Acceleration Maoyang Xiang Ramesh Fernando Bo Wang MQ 28 0 0 24 Apr 2025
Private Federated Learning using Preference-Optimized Synthetic Data Charlie Hou Mei-Yu Wang Yige Zhu Daniel Lazar Giulia Fanti FedML Presented at ResearchTrend Connect \| FedML on 07 May 2025 52 0 0 23 Apr 2025
Exploring Cognitive and Aesthetic Causality for Multimodal Aspect-Based Sentiment Analysis Luwei Xiao Rui Mao Shuai Zhao Qika Lin Yanhao Jia Liang He Erik Cambria 19 0 0 22 Apr 2025
CPR: Leveraging LLMs for Topic and Phrase Suggestion to Facilitate Comprehensive Product Reviews Ekta Gujral Apurva Sinha Lishi Ji Bijayani Sanghamitra Mishra 18 0 0 18 Apr 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 23 0 0 15 Apr 2025
Transferable text data distillation by trajectory matching Rong Yao Hailin Hu Yifei Fu Hanting Chen Wenyi Fang Fanyi Du Kai Han Yunhe Wang 23 0 0 14 Apr 2025
GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill Jieming Cui Tengyu Liu Ziyu Meng Jiale Yu Ran Song Wei Zhang Yixin Zhu Siyuan Huang VLM 46 1 0 05 Apr 2025
Gemma 3 Technical Report Gemma Team Aishwarya B Kamath Johan Ferret Shreya Pathak Nino Vieillard ... Harshal Tushar Lehri Hussein Hazimeh Ian Ballantyne Idan Szpektor Ivan Nardini VLM 82 24 0 25 Mar 2025
Can Text-to-Video Generation help Video-Language Alignment? Luca Zanella Massimiliano Mancini Willi Menapace Sergey Tulyakov Yiming Wang Elisa Ricci DiffM VGen 55 0 0 24 Mar 2025
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark Z. Li Yiying Yang Jiping Lang Wenhao Jiang Yuhang Zhao ... Yuhua Bi Xiaofei Zeng Yixian Chen Junrong Chen Lin Yao AI4MH LM&MA ELM 41 0 0 22 Mar 2025
Language Models May Verbatim Complete Text They Were Not Explicitly Trained On Ken Ziyu Liu Christopher A. Choquette-Choo Matthew Jagielski Peter Kairouz Sanmi Koyejo Percy Liang Nicolas Papernot 46 0 0 21 Mar 2025
MobiFuse: Learning Universal Human Mobility Patterns through Cross-domain Data Fusion Haoxuan Ma Xishun Liao Yifan Liu Qinhua Jiang Chris Stanford Shangqing Cao Jiaqi Ma 42 0 0 20 Mar 2025
MP-GUI: Modality Perception with MLLMs for GUI Understanding Ziwei Wang Weizhi Chen Leyang Yang Sheng Zhou Shengchu Zhao Hanbei Zhan Jiongchao Jin Liangcheng Li Zirui Shao Jiajun Bu 60 1 0 18 Mar 2025
PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior S. Lee Hwanhee Jung Byoungsoo Koh Qixing Huang Sangho Yoon Sangpil Kim 44 0 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 78 7 0 16 Mar 2025
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models Teng Wang Zhangyi Jiang Zhenqi He Wenhan Yang Yanan Zheng Zeyu Li Zifan He Shenyang Tong Hailei Gong LRM 90 1 0 16 Mar 2025
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion A. Nassar Andres Marafioti Matteo Omenetti Maksym Lysak Nikolaos Livathinos ... Yusik Kim A. Said Gurbuz Michele Dolfi Miquel Farré Peter W. J. Staar 50 3 0 14 Mar 2025
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking Ziyi Wang Songbai Tan Gang Xu Xuerui Qiu Hongbin Xu Xin Meng Ming Li Fei Richard Yu WIGM 58 0 0 14 Mar 2025
Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation Henglyu Liu Andong Chen Kehai Chen X. Bai M. Zhong Yuan Qiu Min Zhang 37 0 0 13 Mar 2025
Teaching LLMs How to Learn with Contextual Fine-Tuning Younwoo Choi Muhammad Adil Asif Ziwen Han John Willes Rahul G. Krishnan LRM 33 0 0 12 Mar 2025
Generating Robot Constitutions & Benchmarks for Semantic Safety P. Sermanet Anirudha Majumdar A. Irpan Dmitry Kalashnikov Vikas Sindhwani LM&Ro 58 0 0 11 Mar 2025
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis Xiang Liu Zhaoxiang Liu Huan Hu Zezhou Chen Kohou Wang Kai Wang Shiguo Lian 30 1 0 10 Mar 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 53 1 0 10 Mar 2025
Mitigating Preference Hacking in Policy Optimization with Pessimism Dhawal Gupta Adam Fisch Christoph Dann Alekh Agarwal 71 0 0 10 Mar 2025
Life-Cycle Routing Vulnerabilities of LLM Router Qiqi Lin Xiaoyang Ji Shengfang Zhai Qingni Shen Zhi-Li Zhang Yuejian Fang Yansong Gao AAML 52 0 0 09 Mar 2025
Privacy Auditing of Large Language Models Ashwinee Panda Xinyu Tang Milad Nasr Christopher A. Choquette-Choo Prateek Mittal PILM 59 5 0 09 Mar 2025
Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity HyunJin Kim Xiaoyuan Yi Jing Yao Muhua Huang Jinyeong Bak James Evans Xing Xie 34 0 0 08 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Bo Du OffRL LRM MLLM KELM VLM 63 1 0 06 Mar 2025
Physics-Driven Data Generation for Contact-Rich Manipulation via Trajectory Optimization Lujie Yang H. Suh Tong Zhao B. P. Graesdal Tarik Kelestemur Jiuguang Wang Tao Pang Russ Tedrake 74 2 0 27 Feb 2025
Binary Neural Networks for Large Language Model: A Survey Liangdong Liu Zhitong Zheng Cong Wang Tianhuang Su Z. Yang MQ 63 0 0 26 Feb 2025
(Mis)Fitting: A Survey of Scaling Laws Margaret Li Sneha Kudugunta Luke Zettlemoyer 69 2 0 26 Feb 2025
LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading Arena Tianmi Ma Jiawei Du Wenxin Huang Wenjie Wang Liang Xie X. Zhong Joey Tianyi Zhou 59 2 0 25 Feb 2025
Large Language Models for Autonomous Driving (LLM4AD): Concept, Benchmark, Experiments, and Challenges Can Cui Yunsheng Ma Zichong Yang Yupeng Zhou Peiran Liu ... Jitesh Panchal Amr Abdelraouf Rohit Gupta Kyungtae Han Ziran Wang 44 1 0 21 Feb 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 92 1 0 20 Feb 2025
Reflection of Episodes: Learning to Play Game from Expert and Self Experiences Xiaojie Xu Zongyuan Li Chang Lu Runnan Qi Yanan Ni ... Yongchun Fang Kuihua Huang Xian Guo Zhanghua Wu Zhenya Li 43 0 0 19 Feb 2025
InsightVision: A Comprehensive, Multi-Level Chinese-based Benchmark for Evaluating Implicit Visual Semantics in Large Vision Language Models Xiaofei Yin Y. Hong Ya Guo Yi Tu Weiqiang Wang Gongshen Liu Huijia Zhu VLM 58 0 0 19 Feb 2025
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search Yang Gao Hong Yang Y. Chen Junxian Wu Peng Zhang Haishuai Wang 41 0 0 12 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 79 148 0 28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 97 6 0 28 Jan 2025
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data Ke-Han Lu Zhehuai Chen Szu-Wei Fu Chao-Han Huck Yang Jagadeesh Balam Boris Ginsburg Yu-Te Wang Hung-yi Lee AuLLM SyDa 95 5 0 28 Jan 2025
A Survey on Memory-Efficient Large-Scale Model Training in AI for Science Kaiyuan Tian Linbo Qiao Baihui Liu Gongqingjian Jiang Dongsheng Li 31 0 0 21 Jan 2025