Title
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Heng Chang Jiaheng Zhang 79 0 0 12 Mar 2025
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving Sara Rajaee Kumar Pratik Gabriele Cesa Arash Behboodi OffRL LRM 63 0 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 41 0 0 12 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang Mark Schmidt Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 94 6 0 12 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 63 0 0 12 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan O. Arik Dong Wang Hamed Zamani Jiawei Han RALM ReLM KELM OffRL AI4TS LRM 89 38 0 12 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 249 1 0 12 Mar 2025
Towards Large-scale Chemical Reaction Image Parsing via a Multimodal Large Language Model Yufan Chen Ching Ting Leung Jianwei Sun Yong Huang Linyan Li Hao Chen Hanyu Gao 71 0 0 11 Mar 2025
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization Wenzhe Niu Zongxia Xie Yanru Sun Wei He Man Xu Chao Hao AI4TS 55 1 0 11 Mar 2025
Regulatory DNA sequence Design with Reinforcement Learning Zhao-Qing Yang Fuchun Sun Chuan Cao Ji-Rong Wen 63 0 0 11 Mar 2025
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models Miao Zhang Zhenlong Fang Tianyi Wang Qin Zhang Shuai Lu Junfeng Jiao Tianyu Shi AI4CE 69 4 0 11 Mar 2025
Dialogue Injection Attack: Jailbreaking LLMs through Context Manipulation Wenlong Meng Fan Zhang Wendao Yao Zhenyuan Guo Yongqian Li Chengkun Wei Wenzhi Chen AAML 40 2 0 11 Mar 2025
Group Preference Alignment: Customized LLM Response Generation from In-Situ Conversations Ishani Mondal Jack W. Stokes S. Jauhar Longqi Yang Mengting Wan Xiaofeng Xu Xia Song Jennifer Neville 55 0 0 11 Mar 2025
Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model Zilong Deng Simon Khan Shaofeng Zou 61 0 0 11 Mar 2025
PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net Jun Yin Yangfan He Miao Zhang Pengyu Zeng Tianyi Wang Shuai Lu Xueqian Wang DiffM 69 3 0 11 Mar 2025
Robust Multi-Objective Controlled Decoding of Large Language Models Seongho Son William Bankes Sangwoong Yoon Shyam Sundhar Ramesh Xiaohang Tang Ilija Bogunovic 46 0 0 11 Mar 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories Muzhi Zhu Yuzhuo Tian Hao Chen Chunluan Zhou Qingpei Guo Yongxu Liu M. Yang Chunhua Shen MLLM VLM 81 0 0 11 Mar 2025
Backtracking for Safety Bilgehan Sel Dingcheng Li Phillip Wallis Vaishakh Keshava Ming Jin Siddhartha Reddy Jonnalagadda KELM 55 0 0 11 Mar 2025
EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees Zhiyuan Zeng Yizhong Wang Hannaneh Hajishirzi Pang Wei Koh ELM 66 6 0 11 Mar 2025
Generating Robot Constitutions & Benchmarks for Semantic Safety P. Sermanet Anirudha Majumdar A. Irpan Dmitry Kalashnikov Vikas Sindhwani LM&Ro 68 1 0 11 Mar 2025
GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training Tong Wei Yijun Yang Junliang Xing Yuanchun Shi Zongqing Lu Deheng Ye OffRL LRM 49 1 0 11 Mar 2025
Chemical reasoning in LLMs unlocks steerable synthesis planning and reaction mechanism elucidation Andres M Bran Theo A Neukomm Daniel Armstrong Zlatko Joncev Philippe Schwaller LRM 50 2 0 11 Mar 2025
Multimodal Generation of Animatable 3D Human Models with AvatarForge Xinhang Liu Yu-Wing Tai Chi-Keung Tang 65 0 0 11 Mar 2025
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval Parishad BehnamGhader Nicholas Meade Siva Reddy 67 1 0 11 Mar 2025
Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs Wenzhuo Xu Zhipeng Wei Xiongtao Sun Deyue Zhang Dongdong Yang Quanchen Zou Xinming Zhang AAML 57 0 0 10 Mar 2025
Dynamic Path Navigation for Motion Agents with LLM Reasoning Yubo Zhao Qi Wu Yifan Wang Yu-Wing Tai Chi-Keung Tang LRM LLMAG 262 0 0 10 Mar 2025
Uncovering Cross-Domain Recommendation Ability of Large Language Models Xinyi Liu Ruijie Wang Dachun Sun Dilek Hakkani-Tur Tarek Abdelzaher 240 0 0 10 Mar 2025
Safety Guardrails for LLM-Enabled Robots Zachary Ravichandran Alexander Robey Vijay Kumar George Pappas Hamed Hassani 66 2 0 10 Mar 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 47 0 0 10 Mar 2025
Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning Qinghao Ye Xianhan Zeng Fu Li Chong Li Haoqi Fan CoGe 86 2 0 10 Mar 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models Jiacheng Ruan Wenzhen Yuan Xian Gao Ye Guo Daoxin Zhang Zhe Xu Yao Hu Ting Liu Yuzhuo Fu LRM VLM 72 4 0 10 Mar 2025
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts Shiu-hong Kao Yu-Wing Tai Chi-Keung Tang LRM MLLM 66 0 0 10 Mar 2025
UC-MOA: Utility-Conditioned Multi-Objective Alignment for Distributional Pareto-Optimality Zelei Cheng Xin-Qiang Cai Yuting Tang Pushi Zhang Boming Yang Masashi Sugiyama Xinyu Xing 51 0 0 10 Mar 2025
AuthorMist: Evading AI Text Detectors with Reinforcement Learning Isaac David Arthur Gervais DeLMO 57 0 0 10 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 100 33 0 10 Mar 2025
XIFBench: Evaluating Large Language Models on Multilingual Instruction Following Zhiyu Li Kehai Chen Yunfei Long X. Bai Yaoyin Zhang Xuchen Wei J. Li Min Zhang ELM 69 0 0 10 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 75 3 0 10 Mar 2025
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning Bo Jiang Shaoyu Chen Qian Zhang Wenyu Liu Xinggang Wang OffRL LRM VLM 84 5 0 10 Mar 2025
RePO: ReLU-based Preference Optimization Junkang Wu Kexin Huang Xue Wang Jinyang Gao Bolin Ding Jiancan Wu Xiangnan He Xuben Wang 76 0 0 10 Mar 2025
Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning Huilin Deng Ding Zou Rui Ma Hongchen Luo Yang Cao Yu Kang LRM VLM 62 6 0 10 Mar 2025
Graphormer-Guided Task Planning: Beyond Static Rules with LLM Safety Perception Wanjing Huang Tongjie Pan Yalan Ye 52 2 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 61 1 0 10 Mar 2025
Mitigating Preference Hacking in Policy Optimization with Pessimism Dhawal Gupta Adam Fisch Christoph Dann Alekh Agarwal 76 0 0 10 Mar 2025
Hierarchical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM Yongqiang Yao Jingru Tan Kaihuan Liang Feizhao Zhang Yazhe Niu Jiahao Hu Ruihao Gong Dahua Lin Ningyi Xu 65 0 0 10 Mar 2025
Towards Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models Kefan Song Jin Yao Runnan Jiang Rohan Chandra Shangtong Zhang ALM 46 0 0 10 Mar 2025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko Tianyi Chen Sungnyun Kim Tianyu Ding Luming Liang Ilya Zharkov Se-Young Yun VLM 240 0 0 10 Mar 2025
Alignment for Efficient Tool Calling of Large Language Models Hongshen Xu Zihan Wang Zichen Zhu Lei Pan Xingyu Chen Lu Chen Kai Yu 51 0 0 09 Mar 2025
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training Cong Chen Mingyu Liu Chenchen Jing Y. Zhou Fengyun Rao Hao Chen Bo Zhang Chunhua Shen MLLM AAML VLM 67 5 0 09 Mar 2025
Evaluating and Aligning Human Economic Risk Preferences in LLMs Jiaheng Liu Yi Yang Kar Yan Tam 73 0 0 09 Mar 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Ming Zhang Yansen Wang Yujiong Shen Tingyi Yang Changhao Jiang ... Tao Liang Guojun Ma Qi Zhang Tao Gui Xuanjing Huang 63 0 0 09 Mar 2025