Title
LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant Wei Li Bing Hu Rui Shao Leyang Shen Liqiang Nie 104 4 0 05 Mar 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs Jianghao Chen Junhong Wu Yangyifan Xu J.N. Zhang 105 1 0 04 Mar 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction Wenxuan Liu Zehan Li Long Bai Yuxin Zuo Daozhu Xu Xiaolong Jin Jiafeng Guo Xueqi Cheng 75 2 0 04 Mar 2025
Teaching AI to Handle Exceptions: Supervised Fine-Tuning with Human-Aligned Judgment Matthew DosSantos DiSorbo Harang Ju Sinan Aral ELM LRM 83 1 0 04 Mar 2025
Measuring Intrinsic Dimension of Token Embeddings Takuya Kataiwa Cho Hakaze Tetsushi Ohki 73 0 0 04 Mar 2025
VisAgent: Narrative-Preserving Story Visualization Framework Seungkwon Kim GyuTae Park Sangyeon Kim Seung-Hun Nam 89 1 0 04 Mar 2025
Privacy and Accuracy-Aware AI/ML Model Deduplication Hong Guan Lei Yu Lixi Zhou Li Xiong Kanchan Chowdhury Lulu Xie Xusheng Xiao Jia Zou 79 0 0 04 Mar 2025
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking Iraklis Premptis Maria Lymperaiou Giorgos Filandrianos Orfeas Menis Mastromichalakis Athanasios Voulodimos Giorgos Stamou MU 143 0 0 04 Mar 2025
Tabby: Tabular Data Synthesis with Language Models Sonia Cromp Satya Sai Srinath Namburi GNVV Mohammed Alkhudhayri Catherine Cao Samuel Guo Nicholas Roberts Frederic Sala LMTD 121 0 0 04 Mar 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments Ege Özsoy Chantal Pellegrini Tobias Czempiel Felix Tristram Kun Yuan David Bani-Harouni U. Eck Benjamin Busam Matthias Keicher Nassir Navab 123 4 0 04 Mar 2025
None of the Above, Less of the Right: Parallel Patterns between Humans and LLMs on Multi-Choice Questions Answering Zhi Rui Tam Cheng-Kuang Wu Chieh-Yen Lin Yun-Nung Chen 100 2 0 03 Mar 2025
ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection Hong Lu Yali Bian Rahul C. Shah ObjD VLM 131 0 0 03 Mar 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat Zhipeng Huang Shaobin Zhuang Canmiao Fu Binxin Yang Ying Zhang Chong Sun Zhizheng Zhang Yali Wang Chen Li Zheng-Jun Zha DiffM 119 3 0 03 Mar 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification Xuan Zhang Yongliang Shen Zhe Zheng Linjuan Wu Wenqi Zhang Yuchen Yan Qiuying Peng Jun Wang Weiming Lu KELM 172 2 0 03 Mar 2025
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface Hao Tang Chenwei Xie Haiyang Wang Xiaoyi Bao Tingyu Weng Pandeng Li Yun Zheng Liwei Wang ObjD VLM 130 1 0 03 Mar 2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches Yifang Chen Xuyang Guo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao Song 103 3 0 03 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 183 1 0 03 Mar 2025
Using (Not so) Large Language Models for Generating Simulation Models in a Formal DSL -- A Study on Reaction Networks J. N. Kreikemeyer Miłosz Jankowski Pia Wilsdorf A. Uhrmacher 111 0 0 03 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 105 4 0 03 Mar 2025
CoPL: Collaborative Preference Learning for Personalizing LLMs Youngbin Choi Seunghyuk Cho M. Lee Moonjeong Park Yesong Ko Jungseul Ok Dongwoo Kim 110 0 0 03 Mar 2025
Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation Jiantao Lin Xin Yang Meixi Chen Yingjie Xu D. Yan Leyi Wu Xinli Xu Lie Xu Shunsi Zhang Ying-Cong Chen 127 2 0 03 Mar 2025
Beyond QA Pairs: Assessing Parameter-Efficient Fine-Tuning for Fact Embedding in LLMs Shivam Ratnakar Abhiroop Talasila Raghav Chamadiya Nikhil Agarwal Vinayak K Doifode ALM 81 1 0 03 Mar 2025
Improving Retrospective Language Agents via Joint Policy Gradient Optimization Xueyang Feng Bo Lan Quanyu Dai Lei Wang Jiakai Tang X. Chen Zhenhua Dong Ji-Rong Wen LLMAG 98 0 0 03 Mar 2025
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization Shizhan Liu Hao Zheng Hang Yu Jianguo Li DiffM 109 0 0 03 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Yanzhe Zhang Xiren Zhou MoE SyDa 122 70 0 03 Mar 2025
Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis Yitao Zhu Yuan Yin Jiaming Li Mengjie Xu Zihao Zhao Honglin Xiong Sheng Wang Qian Wang MedIm 127 0 0 03 Mar 2025
Alchemist: Towards the Design of Efficient Online Continual Learning System Yuyang Huang Yuhan Liu Haryadi S. Gunawi Beibin Li Changho Hwang CLL OnRL 173 0 0 03 Mar 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark Joel Niklaus Jakob Merane Luka Nenadic Sina Ahmadi Yingqiang Gao ... Matthew Guillod Robin Mamié Daniel Brunner Julio Pereyra Niko Grupen AILaw ELM 115 4 0 03 Mar 2025
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom Yisen Li Lingfeng Yang Wenxuan Shen Pan Zhou Yao Wan Weiwei Lin Danny Chen 106 1 0 03 Mar 2025
SAKE: Steering Activations for Knowledge Editing Marco Scialanga Thibault Laugel Vincent Grari Marcin Detyniecki KELM LLMSV 109 2 0 03 Mar 2025
Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs Rachit Saluja Jacob Rosenthal Yoav Artzi David J. Pisapia B. Liechty M. Sabuncu LM&MA ELM 134 1 0 03 Mar 2025
Jailbreaking Safeguarded Text-to-Image Models via Large Language Models Zhengyuan Jiang Yuepeng Hu Yue Yang Yinzhi Cao Neil Zhenqiang Gong 85 1 0 03 Mar 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution Keliang Li Tianhua Zhang Yunxiang Li Hongyin Luo Abdalla Moustafa Xixin Wu James Glass Helen Meng 101 2 0 03 Mar 2025
Towards An Efficient LLM Training Paradigm for CTR Prediction Allen Lin Renqin Cai Yun He Hanchao Yu Jing Qian Rui Li Qifan Wang James Caverlee 94 0 0 02 Mar 2025
Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model Zihao Luo Zijun Gao Wenjun Liao Shichuan Zhang Guotai Wang Xiangde Luo 88 0 0 02 Mar 2025
Proteina: Scaling Flow-based Protein Structure Generative Models Tomas Geffner Kieran Didi Zuobai Zhang Danny Reidenbach Zhonglin Cao ... Mario Geiger Christian Dallago E. Küçükbenli Arash Vahdat Karsten Kreis DiffM AI4CE 89 11 0 02 Mar 2025
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models Dilxat Muhtar Enzhuo Zhang Zhenshi Li Feng-Xue Gu Yanglangxing He Pengfeng Xiao Xueliang Zhang 100 3 0 02 Mar 2025
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development Leming Shen Qiang Yang Xinyu Huang Zijing Ma Yuanqing Zheng 100 1 0 02 Mar 2025
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions Jia Chen Qian Dong Haitao Li Xiaohui He Yan Gao ... Ping Yang Chen Xu Yao Hu Qingyao Ai Yixiao Liu 65 0 0 01 Mar 2025
Efficiently Editing Mixture-of-Experts Models with Compressed Experts Y. He Yang Liu Chen Liang Hany Awadalla MoE 99 1 0 01 Mar 2025
An evaluation of DeepSeek Models in Biomedical Natural Language Processing Zaifu Zhan Shuang Zhou Huixue Zhou Jiawen Deng Yu Hou Jeremy Yeung Rui Zhang ELM 85 1 0 01 Mar 2025
Efficient Prompting for Continual Adaptation to Missing Modalities Zirun Guo Shulei Wang Wang Lin Weicai Yan Yangyang Wu Tao Jin CLL VLM 109 3 0 01 Mar 2025
Inst3D-LMM: Instance-Aware 3D Scene Understanding with Multi-modal Instruction Tuning Hanxun Yu Wentong Li Song Wang Jintai Chen Jianke Zhu 3DV LRM 155 6 0 01 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu Xianfeng Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 98 4 0 01 Mar 2025
RuCCoD: Towards Automated ICD Coding in Russian A. Nesterov Andrey Sakhovskiy Ivan Sviridov Airat Valiev Vladimir Makharev Petr Anokhin Galina Zubkova E. Tutubalina 144 0 0 28 Feb 2025
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models Qiao Yan Yuchen Yuan Xiaowei Hu Yihan Wang Jiaqi Xu Jinpeng Li Chi-Wing Fu Pheng Ann Heng MLLM VLM LM&MA 86 0 0 28 Feb 2025
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs Weixiang Zhao Yulin Hu Yang Deng Jiahe Guo Xingyu Sui ... An Zhang Yanyan Zhao Bing Qin Tat-Seng Chua Ting Liu 177 7 0 28 Feb 2025
CoSMoEs: Compact Sparse Mixture of Experts Patrick Huber Akshat Shrivastava Ernie Chang Chinnadhurai Sankar Ahmed Aly Adithya Sagar MoE 62 0 0 28 Feb 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 89 0 0 28 Feb 2025
Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking Attacks Hanjiang Hu Alexander Robey Changliu Liu AAML LLMSV 103 2 0 28 Feb 2025