Title
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions Matthias Orlikowski Jiaxin Pei Paul Röttger Philipp Cimiano David Jurgens Dirk Hovy 135 3 0 28 Feb 2025
Efficient Jailbreaking of Large Models by Freeze Training: Lower Layers Exhibit Greater Sensitivity to Harmful Content Hongyuan Shen Min Zheng Jincheng Wang Yang Zhao 80 0 0 28 Feb 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 79 1 0 28 Feb 2025
AoECR: AI-ization of Elderly Care Robot Linkun Zhou Jian Li Yadong Mo Wei Wei Ying Zhang Shimin Wei 58 0 0 27 Feb 2025
HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices M. Tami Mohammed Elhenawy Huthaifa I. Ashqar 144 0 0 27 Feb 2025
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute Sotiris Anagnostidis Gregor Bachmann Yeongmin Kim Jonas Kohler Markos Georgopoulos A. Sanakoyeu Yuming Du Albert Pumarola Ali K. Thabet Edgar Schönfeld 128 1 0 27 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset Botond Barta Endre Hamerlik Milán Konor Nyist Judit Ács 76 0 0 27 Feb 2025
Supervised Fine-Tuning LLMs to Behave as Pedagogical Agents in Programming Education Emily Ross Yuval Kansal Jake Renzella Alexandra Vassar Andrew Taylor 68 1 0 27 Feb 2025
SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization Shubhankar Borse K. Bhardwaj Mohammad Reza Karimi Dastjerdi Hyojin Park Shreya Kadambi ... Prathamesh Mandke Ankita Nayak Harris Teague Munawar Hayat Fatih Porikli DiffM 180 1 0 27 Feb 2025
MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning Liang Li Xingke Yang Wen Wu Hao Wang Tomoaki Ohtsuki Xin Fu Miao Pan Xuemin Shen 69 1 0 27 Feb 2025
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model Xinyu Wang Feng Liu Rui Su Ziyi Wang Junlin Wu Wanli Ouyang VLM 304 2 0 27 Feb 2025
Attention Distillation: A Unified Approach to Visual Characteristics Transfer Yang Zhou Xu Gao Zichong Chen Hui Huang DiffM 110 7 0 27 Feb 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models Yujie Feng Liming Zhan Zexin Lu Yongxin Xu Xu Chu Yasha Wang Jiannong Cao Philip S. Yu Xiao-Ming Wu KELM 107 1 0 27 Feb 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation Keisuke Kamahori Jungo Kasai Noriyuki Kojima Baris Kasikci 73 1 0 27 Feb 2025
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation Shaharukh Khan Ayush Tarun Ali Faraz Palash Kamble Vivek Dahiya Praveen Kumar Pokala Ashish Kulkarni Chandra Khatri Abhinav Ravi Shubham Agarwal 439 1 0 27 Feb 2025
Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up Lang Huang Qiyu Wu Zhongtao Miao T. Yamasaki 453 0 0 27 Feb 2025
HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture Taiqiang Wu Chenchen Ding Wenyong Zhou Yuxin Cheng Xincheng Feng Shuqi Wang Chufan Shi Ziyue Liu Ngai Wong 130 0 0 27 Feb 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 75 1 0 27 Feb 2025
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 71 0 0 26 Feb 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 264 3 0 26 Feb 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP Yihang Wu Ahmad Chaddad Christian Desrosiers Tareef Daqqaq R. Kateb VLM 102 0 0 26 Feb 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 99 2 0 26 Feb 2025
ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models Danae Sánchez Villegas Ingo Ziegler Desmond Elliott LRM 123 3 0 26 Feb 2025
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions R. Lucassen Sander P.J. Moonemans Tijn van de Luijtgaarden Gerben E. Breimer W. Blokx M. Veta MedIm 92 2 0 26 Feb 2025
A Sliding Layer Merging Method for Efficient Depth-Wise Pruning in LLMs Xuan Ding Rui Sun Yunjian Zhang Xiu Yan Yueqi Zhou Kaihao Huang Suzhong Fu Angelica I Aviles-Rivero Chuanlong Xie Yao Zhu 260 1 0 26 Feb 2025
Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 261 1 0 26 Feb 2025
On Pruning State-Space LLMs Tamer Ghattas Michael Hassid Roy Schwartz 92 2 0 26 Feb 2025
MegaTTS 3: Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis Ziyue Jiang Yi Ren Ruiqi Li Shengpeng Ji Zhenhui Ye ... Yanzhe Zhang Rui Liu Xiang Yin Zhou Zhao Zhou Zhao 150 0 0 26 Feb 2025
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Yansen Wang Xinnan Dai Wenqi Fan Yao Ma 139 2 0 26 Feb 2025
Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing Akshat Gupta Christine Fang Atahan Ozdemir Maochuan Lu Ahmed Alaa Thomas Hartvigsen Gopala Anumanchipalli KELM 123 0 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs Li Ju Xingyi Yang Qi Li Xinchao Wang 124 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 209 4 0 26 Feb 2025
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with AtrousLoRA Adnan Iltaf Rayan Merghani Ahmed Bin Li Bin Li Shoujun Zhou 135 0 0 25 Feb 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference Zhuo Chen Xinyu Wang Yong Jiang Zhen Zhang Xinyu Geng Pengjun Xie Fei Huang Kewei Tu 168 1 0 25 Feb 2025
FLARE: A Framework for Stellar Flare Forecasting using Stellar Physical Properties and Historical Records Bingke Zhu Xiaoxiao Wang Minghui Jia Yihan Tao Xiao Kong Ali Luo Yingying Chen Ming Tang Jinqiao Wang 126 0 0 25 Feb 2025
Detecting Offensive Memes with Social Biases in Singapore Context Using Multimodal Large Language Models Cao Yuxuan Wu Jiayang Alistair Cheong Liang Chuen Bryan Shan Guanrong Theodore Lee Chong Jen Sherman Chann Zhi Shen 303 0 0 25 Feb 2025
CuDIP: Enhancing Theorem Proving in LLMs via Curriculum Learning-based Direct Preference Optimization Shuming Shi Ruobing Zuo Gaolei He Jianlin Wang Chenyang Xu Zhengfeng Yang 113 0 0 25 Feb 2025
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 240 1 0 25 Feb 2025
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response Mollie Shichman C. Bonial Austin Blodgett Taylor Hudson Francis Ferraro Rachel Rudinger SyDa 130 0 0 25 Feb 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance Mintong Kang Vinayshekhar Bannihatti Kumar Shamik Roy Abhishek Kumar Sopan Khosla Balakrishnan Narayanaswamy Rashmi Gangadharaiah 77 0 0 25 Feb 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 244 4 0 25 Feb 2025
C-LoRA: Continual Low-Rank Adaptation for Pre-trained Models Xin Zhang Liang Bai Xian Yang Jiye Liang CLL 134 1 0 25 Feb 2025
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 167 2 0 25 Feb 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts Mingyan Wu Zhenghao Liu Yukun Yan Xinze Li S. Yu Zheni Zeng Yu Gu Ge Yu RALM AI4TS LRM 85 2 0 25 Feb 2025
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment Tianze Wang Dongnan Gui Yifan Hu Shuhang Lin Linjun Zhang 91 1 0 25 Feb 2025
olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models Jake Poznanski Aman Rangapur Jon Borchardt Jason Dunkelberger Regan Huff Daniel Lin Aman Rangapur Christopher Wilhelm Kyle Lo Luca Soldaini 174 7 0 25 Feb 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions Joseph Suh Erfan Jahanparast Suhong Moon Minwoo Kang Serina Chang ALM LM&MA 137 4 0 24 Feb 2025
FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation Ruochen Liu Hao-Heng Chen Yuanchen Bei Zhenhong Zhou Lijia Chen Qijie Shen Feiran Huang Fakhri Karray Shuaiqiang Wang VLM 137 0 0 24 Feb 2025
Beyond Diagnostic Performance: Revealing and Quantifying Ethical Risks in Pathology Foundation Models Weiping Lin Shen Liu Runchen Zhu Yixuan Lin Baoshun Wang Liansheng Wang 61 1 0 24 Feb 2025
Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking Christopher Richardson Roshan Sharma Neeraj Gaur Parisa Haghani Anirudh S. Sundar Bhuvana Ramabhadran 155 1 0 24 Feb 2025