Title
Synergistic Weak-Strong Collaboration by Aligning Preferences Yizhu Jiao Xuchao Zhang Zhaoyang Wang Yubo Ma Zhun Deng Rujia Wang Chetan Bansal Saravan Rajmohan Jiawei Han Huaxiu Yao 363 0 0 21 Apr 2025
Causal Disentanglement for Robust Long-tail Medical Image Generation Weizhi Nie Zichun Zhang Weijie Wang Bruno Lepri Anan Liu Nicu Seb DiffM MedIm OOD CML 112 0 0 20 Apr 2025
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data Wei Zou Sen Yang Yu Bao Shujian Huang Jiajun Chen Shanbo Cheng SyDa 75 1 0 20 Apr 2025
Towards Optimal Circuit Generation: Multi-Agent Collaboration Meets Collective Intelligence Haiyan Qin Jiahao Feng Xiaotong Feng Wei W. Xing Wang Kang 62 0 0 20 Apr 2025
ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-centric Semantic Fusion Mingjie Zhang Yuheng Du Chengkai Wu Jinni Zhou Zhenchao Qi Jun Ma Boyu Zhou 145 0 0 20 Apr 2025
LLM-Driven Usefulness Judgment for Web Search Evaluation Mouly Dewan Jiqun Liu Aditya Gautam Chirag Shah 82 0 0 19 Apr 2025
Manipulating Multimodal Agents via Cross-Modal Prompt Injection Le Wang Zonghao Ying Tianyuan Zhang Siyuan Liang Shengshan Hu Mingchuan Zhang A. Liu Xianglong Liu AAML 81 1 0 19 Apr 2025
CodeCrash: Stress Testing LLM Reasoning under Structural and Semantic Perturbations Man Ho Lam Chaozheng Wang Jen-tse Huang Michael R. Lyu LRM 53 0 0 19 Apr 2025
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Yang Yue Zhiqi Chen Rui Lu Andrew Zhao Zhaokai Wang Yang Yue Shiji Song Gao Huang ReLM LRM 96 55 0 18 Apr 2025
Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training Xinsong Zhang Yarong Zeng Xinting Huang Hu Hu Runquan Xie Han Hu Zhanhui Kang MLLM VLM 137 1 0 17 Apr 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation Haris Riaz Sourav Sanjukta Bhabesh Vinayak Arannil Miguel Ballesteros Graham Horwood SyDa 104 0 0 17 Apr 2025
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization Menglan Chen Xianghe Pang Jingjing Dong Wenhao Wang Yaxin Du Siheng Chen LRM 74 0 0 17 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 109 0 0 16 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen MoMe 125 5 0 15 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu Roger Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 279 1 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 122 0 0 15 Apr 2025
Mathematical Capabilities of Large Language Models in Finnish Matriculation Examination Mika Setälä Pieta Sikström Ville Heilala T. Karkkainen ELM LRM 61 1 0 15 Apr 2025
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 363 0 0 15 Apr 2025
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks Mohammad Saleha Azadeh Tabatabaeib 76 0 0 14 Apr 2025
CameraBench: Benchmarking Visual Reasoning in MLLMs via Photography I-Sheng Fang Jun-Cheng Chen LRM VLM 69 0 0 14 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 54 0 0 14 Apr 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Ziwei Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 98 56 1 14 Apr 2025
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning Yiting Wang Wanghao Ye Ping Guo Yexiao He Ziyi Wang ... Sihan Chen Ankur Srivastava Qingfu Zhang Gang Qu Ang Li 54 1 0 14 Apr 2025
QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model Zongxian Yang Jiayu Qian Z. Huang Kay Chen Tan LM&MA LRM 95 0 0 13 Apr 2025
Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization Yamato Arai Yuma Ichikawa MQ 58 0 0 13 Apr 2025
PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks Jian Wu Hao Yang Xinhua Zeng Guibing He Zhe Chen Zhu Li Xinming Zhang Yangyang Ma Run Fang Yang Liu LRM 272 0 0 12 Apr 2025
Neural Encoding and Decoding at Scale Yizi Zhang Yanchen Wang Mehdi Azabou Alexandre Andre Zixuan Wang Hanrui Lyu International Brain Laboratory Eva L. Dyer Liam Paninski Cole Hurwitz AI4CE 71 1 0 11 Apr 2025
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images Boyang Deng Songyou Peng Kyle Genova Gordon Wetzstein Noah Snavely Leonidas Guibas Thomas Funkhouser HAI 338 0 0 11 Apr 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 56 0 0 11 Apr 2025
Boosting Universal LLM Reward Design through Heuristic Reward Observation Space Evolution Zen Kit Heng Zimeng Zhao Tianhao Wu Yuanfei Wang Mingdong Wu Yangang Wang Hao Dong 58 0 0 10 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Yuhang Cao Dahua Lin Jiaqi Wang OffRL 79 5 0 10 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 93 0 0 09 Apr 2025
FuseRL: Dense Preference Optimization for Heterogeneous Model Fusion Longguang Zhong Fanqi Wan Ziyi Yang Guosheng Liang Tianyuan Shi Xiaojun Quan MoMe 85 0 0 09 Apr 2025
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI Platforms Mutahar Ali Arjun Arunasalam Habiba Farrukh SILM 72 0 0 09 Apr 2025
RAISE: Reinforced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Hai-Tao Zheng Wenhao Jiang Wanshi Xu Philip S. Yu 94 2 0 09 Apr 2025
Adversarial Training of Reward Models Alexander Bukharin Haifeng Qian Shengyang Sun Adithya Renduchintala Soumye Singhal Ziyi Wang Oleksii Kuchaiev Olivier Delalleau T. Zhao AAML 82 1 0 08 Apr 2025
Assessing how hyperparameters impact Large Language Models' sarcasm detection performance Montgomery Gole Andriy Miranskyy AI4MH 47 0 0 08 Apr 2025
Revealing the Intrinsic Ethical Vulnerability of Aligned Large Language Models Jiawei Lian Jianhong Pan L. Wang Yi Wang Shaohui Mei Lap-Pui Chau AAML 76 0 0 07 Apr 2025
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation Chuanqi Cheng Jian Guan Wei Wu Rui Yan VLM 107 0 0 03 Apr 2025
Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning Younghwan Lee Tung M. Luu Donghoon Lee Chang D. Yoo 3DV VLM OffRL 84 0 0 03 Apr 2025
MG-Gen: Single Image to Motion Graphics Generation with Layer Decomposition Takahiro Shirakawa Tomoyuki Suzuki Daichi Haraguchi VGen 65 0 0 03 Apr 2025
MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators Beichen Huang Yueming Yuan Zelei Shao Minjia Zhang MQ MoE 77 0 0 03 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 150 0 0 03 Apr 2025
JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model Yi Nian Shenzhe Zhu Yuehan Qin Li Li Ziyi Wang Chaowei Xiao Yue Zhao 52 0 0 03 Apr 2025
Multi-Mission Tool Bench: Assessing the Robustness of LLM based Agents through Related and Dynamic Missions Peijie Yu Yifan Yang Jiajian Li Zelong Zhang Haorui Wang Xiao Feng Feng Zhang LLMAG 143 2 0 03 Apr 2025
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 79 1 0 02 Apr 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training Zhijun Wang Jiahuan Li Hao Zhou Rongxiang Weng Jiadong Wang Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 82 2 0 02 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 142 0 0 02 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Yubo Wang Xueguang Ma Ping Nie Huaye Zeng Zhiheng Lyu Yize Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 78 0 0 01 Apr 2025
ShieldGemma 2: Robust and Tractable Image Content Moderation Wenjun Zeng D. Kurniawan Ryan Mullins Yuchi Liu Tamoghna Saha ... Mani Malek Hamid Palangi Joon Baek Rick Pereira Karthik Narasimhan AI4MH 77 0 0 01 Apr 2025