Title
Empirical Privacy Variance Yuzheng Hu Fan Wu Ruicheng Xian Yuhang Liu Lydia Zakynthinou Pritish Kamath Chiyuan Zhang David A. Forsyth 62 0 0 16 Mar 2025
SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression Xin Wang Samiul Alam Zhongwei Wan H. Shen M. Zhang MQ 59 0 0 16 Mar 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization Hao Chen S. Hu Wayne Luk Timothy M. Hospedales Hongxiang Fan MoMe 67 0 0 16 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 81 0 0 15 Mar 2025
No LLM is Free From Bias: A Comprehensive Study of Bias Evaluation in Large Language models Charaka Vinayak Kumar Ashok Urlana Gopichand Kanumolu B. Garlapati Pruthwik Mishra ELM 50 0 0 15 Mar 2025
The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation Olivier Gouvert Julie Hunter Jérôme Louradour Christophe Cerisara Evan Dufraisse Yaya Sy Laura Rivière Jean-Pierre Lorré OpenLLM-France community 90 0 0 15 Mar 2025
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes Da Wu Zhanliang Wang Quan Nguyen Kai Wang 88 1 0 15 Mar 2025
Cognitive Activation and Chaotic Dynamics in Large Language Models: A Quasi-Lyapunov Analysis of Reasoning Mechanisms Xiaojian Li Yongkang Leng Ruiqing Ding Hangjie Mo Shanlin Yang LRM 47 0 0 15 Mar 2025
Taming Knowledge Conflicts in Language Models Gaotang Li Yuzhong Chen Hanghang Tong KELM 44 0 0 14 Mar 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning Jia Zhang Chen-Xi Zhang Yao Liu Yi-Xuan Jin Xiao-Wen Yang Bo Zheng Y. Liu Lan-Zhe Guo 47 2 0 14 Mar 2025
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models Shaotian Yan Chen Shen Wenxiao Wang Liang Xie Junjie Liu Jieping Ye ReLM LRM 47 0 0 14 Mar 2025
Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification Yingjie Zhang Tong Liu Zhe Zhao Guozhu Meng Kai Chen AAML 51 1 0 14 Mar 2025
Direction-Aware Diagonal Autoregressive Image Generation Yijia Xu Jianzhong Ju Jian Luan J. Cui 47 0 0 14 Mar 2025
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing Bhiman Kumar Baghel Scott M. Jordan Zheyuan Ryan Shi Xiang Lorraine Li KELM 50 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 29 0 0 14 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-the-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 50 1 0 14 Mar 2025
Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense Shuyang Hao Y. Wang Bryan Hooi Ming Yang J. Liu Chengcheng Tang Zi Huang Yujun Cai AAML 52 0 0 14 Mar 2025
Towards Fast, Memory-based and Data-Efficient Vision-Language Policy Haoxuan Li Sixu Yan Y. Li Xinggang Wang LM&Ro 59 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 66 0 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 51 7 0 13 Mar 2025
Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA Zhixuan Li Hyunse Yoon Sanghoon Lee Weisi Lin 46 0 0 13 Mar 2025
Large-scale Pre-training for Grounded Video Caption Generation Evangelos Kazakos Cordelia Schmid Josef Sivic 52 0 0 13 Mar 2025
G-Boost: Boosting Private SLMs with General LLMs Yijiang Fan Yuren Mao Longbin Lai Ying Zhang Zhengping Qian Yunjun Gao 41 0 0 13 Mar 2025
Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model Qiyuan Deng X. Bai Kehai Chen Yaowei Wang Liqiang Nie Min Zhang OffRL 57 0 0 13 Mar 2025
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Weiyun Wang Zhangwei Gao L. Chen Zhe Chen Jinguo Zhu ... Lewei Lu Haodong Duan Yu Qiao Jifeng Dai Wenhai Wang LRM 60 10 0 13 Mar 2025
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs Chongjun Tu Peng Ye Dongzhan Zhou Lei Bai Gang Yu Tao Chen Wanli Ouyang 56 0 0 13 Mar 2025
ASIDE: Architectural Separation of Instructions and Data in Language Models Egor Zverev Evgenii Kortukov Alexander Panfilov Soroush Tabesh Alexandra Volkova Sebastian Lapuschkin Wojciech Samek Christoph H. Lampert AAML 52 1 0 13 Mar 2025
Autoregressive Image Generation with Randomized Parallel Decoding Haopeng Li Jinyue Yang Guoqi Li Huan Wang 53 0 0 13 Mar 2025
Uncertainty in Action: Confidence Elicitation in Embodied Agents Tianjiao Yu Vedant Shah Muntasir Wahed Kiet A. Nguyen Adheesh Sunil Juvekar Tal August Ismini Lourentzou 40 0 0 13 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 40 0 0 13 Mar 2025
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization Weisong Sun Y. Zhang J. Zhu Z. Wang Chunrong Fang ... Yebo Feng Jiangping Huang X. Wang Zhi Jin Yang Liu 53 1 0 13 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 80 1 0 13 Mar 2025
SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable Jiaxin Zhang Z. Li Wendi Cui Kamalika Das Bradley Malin Sricharan Kumar 41 0 0 13 Mar 2025
MentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance Jia Xu Tianyi Wei Bojian Hou Patryk Orzechowski Shu Yang Ruochen Jin Rachael Paulbeck Joost B. Wagenaar George Demiris Li Shen AI4MH 37 0 0 13 Mar 2025
Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding Shunqi Mao Chaoyi Zhang Weidong Cai MLLM 72 0 0 13 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Y. Wang Wenqi Fan Suhang Wang Yao Ma 41 0 0 13 Mar 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Y. Li Jiaheng Zhang 68 0 0 12 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 48 3 0 12 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
Rethinking Prompt-based Debiasing in Large Language Models Xinyi Yang Runzhe Zhan Derek F. Wong Shu Yang Junchao Wu Lidia S. Chao ALM 60 1 0 12 Mar 2025
Considering Length Diversity in Retrieval-Augmented Summarization Juseon-Do Jaesung Hwang Jingun Kwon Hidetaka Kamigaito Manabu Okumura 60 0 0 12 Mar 2025
Neighboring Autoregressive Modeling for Efficient Visual Generation Yefei He Yuanyu He Shaoxuan He Feng Chen Hong Zhou K. Zhang Bohan Zhuang 51 1 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 Biwei Huang Mingming Gong Anton van den Hengel Javen Qinfeng Shi J. Shi 89 0 0 12 Mar 2025
DAVE: Diagnostic benchmark for Audio Visual Evaluation Gorjan Radevski Teodora Popordanoska Matthew B. Blaschko Tinne Tuytelaars 58 0 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 44 0 0 12 Mar 2025
Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding Haoyu Zhang Qiaohui Chu Meng Liu Yunxiao Wang Bin Wen Fan Yang Tingting Gao Di Zhang Yaowei Wang Liqiang Nie EgoV 68 0 0 12 Mar 2025
MoRE: Unlocking Scalability in Reinforcement Learning for Quadruped Vision-Language-Action Models H. Zhao Wenxuan Song Donglin Wang Xinyang Tong Pengxiang Ding Xuelian Cheng Zongyuan Ge 55 2 0 11 Mar 2025
Bring Remote Sensing Object Detect Into Nature Language Model: Using SFT Method Fei-Yue Wang C. L. P. Chen Hongyu Chen Yugang Chang Weiming Zeng ObjD 68 0 0 11 Mar 2025
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents Haoyu Wang Sunhao Dai Haiyuan Zhao Liang Pang Xiao Zhang Gang Wang Zhenhua Dong Jun Xu Ji-Rong Wen 54 2 0 11 Mar 2025
EFPC: Towards Efficient and Flexible Prompt Compression Yun-Hao Cao Yangsong Wang Shuzheng Hao Zhenxing Li Chengjun Zhan Sichao Liu Yi-Qi Hu 53 0 0 11 Mar 2025