Title
Visual Planning: Let's Think Only with Images Yi Xu Chengzu Li Han Zhou Xingchen Wan Caiqi Zhang Anna Korhonen Ivan Vulić LM&Ro LRM 7 0 0 16 May 2025
Attention-Based Reward Shaping for Sparse and Delayed Rewards Ian Holmes Min Chi OffRL 24 0 0 16 May 2025
LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs Ran Li Hao Wang Chengzhi Mao AAML 21 0 0 16 May 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents Lingxiao Diao Xinyue Xu Wanxuan Sun Cheng Yang Zhuosheng Zhang LLMAG ALM ELM 7 0 0 16 May 2025
Unifying Segment Anything in Microscopy with Multimodal Large Language Model Manyu Li Ruian He Zixian Zhang Weimin Tan Bo Yan VLM 9 0 0 16 May 2025
Unveiling the Potential of Vision-Language-Action Models with Open-Ended Multimodal Instructions Wei Zhao Gongsheng Li Zhefei Gong Pengxiang Ding H. Zhao Donglin Wang LM&Ro 22 0 0 16 May 2025
Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP Francesco Sovrano 14 0 0 16 May 2025
BLEUBERI: BLEU is a surprisingly effective reward for instruction following Yapei Chang Yekyung Kim Michael Krumdick Amir Zadeh Chuan Li Chris Tanner Mohit Iyyer ALM 17 0 0 16 May 2025
MergeBench: A Benchmark for Merging Domain-Specialized LLMs Yifei He Siqi Zeng Yuzheng Hu Rui Yang Tong Zhang Han Zhao MoMe ALM 24 0 0 16 May 2025
Ranked Voting based Self-Consistency of Large Language Models Weiqin Wang Yile Wang Hui Huang LRM 12 0 0 16 May 2025
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Huashan Sun Shengyi Liao Yansen Han Yu Bai Yang Gao ... Weizhou Shen Fanqi Wan Ming Yan Junzhe Zhang Fei Huang 20 0 0 16 May 2025
Feasibility with Language Models for Open-World Compositional Zero-Shot Learning Jae Myung Kim Stephan Alaniz Cordelia Schmid Zeynep Akata 14 0 0 16 May 2025
Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models Jian Wu Cong Wang TianHuang Su Jun Yang Haozhi Lin ... Steve Yang BinQing Pan Zehan Li Ni Yang ZhenYu Yang ALM 14 0 0 16 May 2025
ShiQ: Bringing back Bellman to LLMs Pierre Clavier Nathan Grinsztajn Raphaël Avalos Yannis Flet-Berliac Irem Ergun ... Eugene Tarassov Olivier Pietquin Pierre Harvey Richemond Florian Strub Matthieu Geist OffRL 12 0 0 16 May 2025
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models Fu-Yun Wang Yunhao Shui Jingtan Piao Keqiang Sun Hongsheng Li 22 0 0 16 May 2025
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation Zhan Peng Lee Andre Lin Calvin Tan RALM HILM 25 0 0 16 May 2025
A Systematic Analysis of Base Model Choice for Reward Modeling Kian Ahrabian Pegah Jandaghi Negar Mokhberian Sai Praneeth Karimireddy Jay Pujara 22 0 0 16 May 2025
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Yong-Jin Liu Shengfang Zhai Mingzhe Du Yulin Chen Tri Cao ... Xuzhao Li Kun Wang Junfeng Fang Jiaheng Zhang Bryan Hooi OffRL LRM 7 0 0 16 May 2025
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs Xiaomin Li Zhou Yu Zhiwei Zhang Xupeng Chen Ziji Zhang Yingying Zhuang Narayanan Sadagopan Anurag Beniwal LRM 7 0 0 16 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs Yaorui Shi Shihan Li Chang Wu Zhiyuan Liu Fan Zhang Hengxing Cai An Zhang Xinbing Wang ReLM LRM 28 0 0 16 May 2025
WorldPM: Scaling Human Preference Modeling Binghui Wang Runji Lin K. Lu L. Yu Z. Zhang ... Xuanjing Huang Yu-Gang Jiang Bowen Yu J. Zhou Junyang Lin 24 0 0 15 May 2025
Demystifying AI Agents: The Final Generation of Intelligence Kevin J McNamara Rhea Pritham Marpu 29 0 0 15 May 2025
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models Zemin Huang Zhiyang Chen Zijun Wang Tiancheng Li Guo-Jun Qi DiffM LRM AI4CE 23 0 0 15 May 2025
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning Chenxi Whitehouse Tianlu Wang Ping Yu Xian Li Jason Weston Ilia Kulikov Swarnadeep Saha ALM ELM LRM 19 0 0 15 May 2025
Towards a Deeper Understanding of Reasoning Capabilities in Large Language Models Annie Wong Thomas Bäck Aske Plaat Niki van Stein Anna V. Kononova ReLM ELM LRM 45 0 0 15 May 2025
PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization Yidan Wang Yanan Cao Yubing Ren Fang Fang Zheng-Shen Lin Binxing Fang PILM 44 0 0 15 May 2025
Interpretable Risk Mitigation in LLM Agent Systems Jan Chojnacki LLMAG 12 0 0 15 May 2025
T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback Zehan Wang Ke Lei Chen Zhu Jiawei Huang Sashuai Zhou ... Xize Cheng Shengpeng Ji Zhenhui Ye Tao Jin Zhou Zhao 29 0 0 15 May 2025
Pre-Act: Multi-Step Planning and Reasoning Improves Acting in LLM Agents Mrinal Rawat Ambuje Gupta Rushil Goomer Alessandro Di Bari Neha Gupta Roberto Pieraccini LLMAG LRM 23 0 0 15 May 2025
Atomic Consistency Preference Optimization for Long-Form Question Answering Jingfeng Chen Raghuveer Thirukovalluru Junlin Wang Kaiwei Luo Bhuwan Dhingra KELM HILM 20 0 0 14 May 2025
Ethics and Persuasion in Reinforcement Learning from Human Feedback: A Procedural Rhetorical Approach Shannon Lodoen Alexi Orchard 13 0 0 14 May 2025
System Prompt Optimization with Meta-Learning Yumin Choi Jinheon Baek Sung Ju Hwang LLMAG 52 0 0 14 May 2025
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 34 0 0 14 May 2025
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models Abdullah Mushtaq Imran Taj Rafay Naeem Ibrahim Ghaznavi Junaid Qadir 26 0 0 14 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 39 0 0 13 May 2025
Memorization-Compression Cycles Improve Generalization Fangyuan Yu 39 0 0 13 May 2025
Evaluating LLM Metrics Through Real-World Capabilities Justin K Miller Wenjia Tang ELM ALM 42 0 0 13 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
Improved Algorithms for Differentially Private Language Model Alignment Keyu Chen Hao Tang Qinglin Liu Yizhao Xu 26 0 0 13 May 2025
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models Donghoon Kim Minji Bae Kyuhong Shim B. Shim 38 0 0 13 May 2025
Large Language Models Meet Stance Detection: A Survey of Tasks, Methods, Applications, Challenges and Future Directions Lata Pangtey Anukriti Bhatnagar Shubhi Bansal Shahid Shafi Dar Nagendra Kumar 32 0 0 13 May 2025
Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models Rei Higuchi Taiji Suzuki 31 0 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Hao Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models Junjie Ye Caishuang Huang Zhe Chen Wenjie Fu Chenyuan Yang ... Tao Gui Qi Zhang Zhongchao Shi Jianping Fan Xuanjing Huang ALM 41 0 0 12 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
On the Robustness of Reward Models for Language Model Alignment Jiwoo Hong Noah Lee Eunki Kim Guijin Son Woojin Chung Aman Gupta Shao Tang James Thorne 29 0 0 12 May 2025
Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning Xiaokun Wang Chris Jiangbo Pei Wei Shen Yi Peng ... Ai Jian Tianyidan Xie Xuchen Song Yang Liu Yahui Zhou OffRL LRM 28 0 0 12 May 2025
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models Weiyi Wu Xinwen Xu Chongyang Gao Xingjian Diao Siting Li Lucas A. Salas Jiang Gui 26 0 0 12 May 2025
DanceGRPO: Unleashing GRPO on Visual Generation Zeyue Xue Jie Wu Yu Gao Fangyuan Kong Lingting Zhu ... Zhiheng Liu Wei Liu Qiushan Guo Weilin Huang Ping Luo EGVM VGen 52 0 0 12 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato Choong Seon Hong AI4CE 31 0 0 11 May 2025