Title
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO Muzhi Zhu Hao Zhong Canyu Zhao Zongze Du Zheng Huang ... Hao Chen Cheng Zou Jingdong Chen Ming-Hsuan Yang Chunhua Shen LRM 166 0 0 27 May 2025
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model Jiongchao Jin Xiuju Fu Xiaowei Gao Tao Cheng Ran Yan AI4CE 167 0 0 26 May 2025
Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains Jiawen Zhang Zhenwei Zhang Shun Zheng Xumeng Wen Jia Li Jiang Bian AI4TS AAML 147 0 0 26 May 2025
Token-level Accept or Reject: A Micro Alignment Approach for Large Language Models Y. Zhang Yu Yu Bo Tang Yu Zhu Chuxiong Sun ... Jie Hu Zipeng Xie Zhiyu Li Feiyu Xiong Edward Chung 77 0 0 26 May 2025
Learning to Reason without External Rewards Xuandong Zhao Zhewei Kang Aosong Feng Sergey Levine Dawn Song OffRL ReLM LRM 102 7 0 26 May 2025
Minimalist Softmax Attention Provably Learns Constrained Boolean Functions Jerry Yao-Chieh Hu Xiwen Zhang Maojiang Su Zhao Song Han Liu MLT 217 1 0 26 May 2025
What Can RL Bring to VLA Generalization? An Empirical Study Jijia Liu Feng Gao Bingwen Wei Xinlei Chen Qingmin Liao Yi Wu Chao Yu Yu Wang OffRL 238 0 0 26 May 2025
Paying Alignment Tax with Contrastive Learning Buse Sibel Korkmaz Rahul Nair Elizabeth M. Daly Antonio del Rio Chanona 58 0 0 25 May 2025
Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Zheng Chu H. Fan Jingchang Chen Qianyu Wang M. Yang ... Zhongjie Wang Hao Li Guo Tang Ming Liu Bing Qin ReLM LRM 79 0 0 25 May 2025
CloneShield: A Framework for Universal Perturbation Against Zero-Shot Voice Cloning Renyuan Li Zhibo Liang Haichuan Zhang Tianyu Shi Zhiyuan Cheng Jia Shi Carl Yang Mingjie Tang AAML 156 0 0 25 May 2025
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas Steffen Backmann David Guzman Piedrahita Emanuel Tewolde Rada Mihalcea Bernhard Schölkopf Zhijing Jin 69 0 0 25 May 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations Lingjun Zhao Hal Daumé III 160 0 0 25 May 2025
FP4 All the Way: Fully Quantized Training of LLMs Brian Chmiel Maxim Fishman Ron Banner Daniel Soudry MQ 78 0 0 25 May 2025
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors Baraa Hikal Mohamed Basem Islam Oshallah Ali Hamdi LRM 105 0 0 24 May 2025
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 230 1 0 24 May 2025
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models Hao Chen Haoze Li Zhiqing Xiao Lirong Gao Qi Zhang Xiaomeng Hu Ningtao Wang Xing Fu Junbo Zhao 174 0 0 24 May 2025
VLA-RL: Towards Masterful and General Robotic Manipulation with Scalable Reinforcement Learning Guanxing Lu Wenkai Guo Chubin Zhang Yuheng Zhou Haonan Jiang Zifeng Gao Yansong Tang Ziwei Wang OffRL 100 0 0 24 May 2025
Security Concerns for Large Language Models: A Survey Miles Q. Li Benjamin C. M. Fung PILM ELM 101 0 0 24 May 2025
FedHL: Federated Learning for Heterogeneous Low-Rank Adaptation via Unbiased Aggregation Zihao Peng Jiandian Zeng Boyuan Li Guo Li Shengbo Chen Tian Wang FedML 91 0 0 24 May 2025
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models G. MEng Sunan He Jinpeng Wang Tao Dai Letian Zhang Jieming Zhu Qing Li Gang Wang Rui Zhang Yong Jiang VLM 290 0 0 24 May 2025
Multi-Scale Probabilistic Generation Theory: A Hierarchical Framework for Interpreting Large Language Models Yukin Zhang Qi Dong 77 0 0 23 May 2025
One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs Linbao Li Y. Liu Daojing He Yu Li AAML 102 0 0 23 May 2025
Chain-of-Lure: A Synthetic Narrative-Driven Approach to Compromise Large Language Models Wenhan Chang Tianqing Zhu Yu Zhao Shuangyong Song Ping Xiong Wanlei Zhou Yongxiang Li 74 0 0 23 May 2025
Bridging Supervised Learning and Reinforcement Learning in Math Reasoning Huayu Chen Kaiwen Zheng Qinsheng Zhang Ganqu Cui Yin Cui Haotian Ye Tsung-Yi Lin Ming-Yu Liu Jun Zhu Haoxiang Wang OffRL LRM 233 2 0 23 May 2025
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning Chuhao Zhou Jianfei Yang VLM 234 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 191 0 0 23 May 2025
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu Kaifeng Lyu Jiazheng Li Jingzhao Zhang 70 0 0 23 May 2025
A Position Paper on the Automatic Generation of Machine Learning Leaderboards Roelien C Timmer Yufang Hou Stephen Wan 221 0 0 23 May 2025
Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models Viktoriia Chekalina Daniil Moskovskiy Daria Cherniuk Maxim Kurkin Andrey Kuznetsov Evgeny Frolov 194 0 0 23 May 2025
ReqBrain: Task-Specific Instruction Tuning of LLMs for AI-Assisted Requirements Generation Mohammad Kasra Habib Daniel Graziotin Stefan Wagner 187 0 0 23 May 2025
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing Yinghui Huang Yuxuan Jiang Hui Liu Yixin Cai Weiqing Li Xiangen Hu AI4MH 226 0 0 23 May 2025
How Can I Publish My LLM Benchmark Without Giving the True Answers Away? Takashi Ishida Thanawat Lodkaew Ikko Yamane 182 0 0 23 May 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation Jinyu Guo Xunlei Chen Qiyang Xia Zhaokun Wang Jie Ou Libo Qin Shunyu Yao Wenhong Tian 151 0 0 22 May 2025
Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models via Automated Adversarial Prompting Bang Trinh Tran To Thai Le MU KELM 82 1 0 22 May 2025
SC4ANM: Identifying Optimal Section Combinations for Automated Novelty Prediction in Academic Papers Wenqing Wu Chengzhi Zhang Tong Bao Yi Zhao 199 1 0 22 May 2025
Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Martin Böckling Heiko Paulheim Andreea Iana RALM 88 0 0 22 May 2025
Large Language Models for Predictive Analysis: How Far Are They? Qin Chen Yuanyi Ren Xiaojun Ma Yuyang Shi 83 1 0 22 May 2025
LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods Hyang Cui LRM 82 0 0 22 May 2025
Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models Doohyuk Jang Yoonjeon Kim Chanjae Park Hyun Ryu Eunho Yang LRM 86 0 0 22 May 2025
Finetuning-Activated Backdoors in LLMs Thibaud Gloaguen Mark Vero Robin Staab Martin Vechev AAML 178 0 0 22 May 2025
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training Maryam Dialameh Rezaul Karim Hossein Rajabzadeh Omar Mohamed Awad Hyock Ju Kwon Boxing Chen Walid Ahmed Yang Liu 74 0 0 22 May 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling Junlin Li Guodong DU Jing Li Sim Kuan Goh Wenya Wang ... Fangming Liu Jing Li Saleh Alharbi Daojing He Min Zhang MoMe CLL 120 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 184 0 0 21 May 2025
AudioJailbreak: Jailbreak Attacks against End-to-End Large Audio-Language Models Guangke Chen Fu Song Zhe Zhao Xiaojun Jia Yang Liu Yanchen Qiao Weizhe Zhang AuLLM AAML 76 1 0 20 May 2025
ABBA: Highly Expressive Hadamard Product Adaptation for Large Language Models Raghav Singhal Kaustubh Ponkshe Rohit Vartak Praneeth Vepakomma 104 0 0 20 May 2025
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 138 5 0 20 May 2025
Enhancing LLMs via High-Knowledge Data Selection Feiyu Duan Xuemiao Zhang Sirui Wang Haoran Que Yuqi Liu Wenge Rong Xunliang Cai 201 0 0 20 May 2025
SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment Wonje Jeung Sangyeon Yoon Minsuk Kahng Albert No LRM LLMSV 161 1 0 20 May 2025
SEPS: A Separability Measure for Robust Unlearning in LLMs Wonje Jeung Sangyeon Yoon Albert No MU VLM 216 0 0 20 May 2025
Safety Subspaces are Not Distinct: A Fine-Tuning Case Study Kaustubh Ponkshe Shaan Shah Raghav Singhal Praneeth Vepakomma 106 0 0 20 May 2025