Title
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo Jiajun Xu Yi Zhang Jiaxi Song Haoyang Peng ... Yongming Rao Houwen Peng Han Hu Gordon Wetzstein Shi-Min Hu ELM LRM 60 2 0 04 May 2025
Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study Xiaoyu Tian Sitong Zhao Haotian Wang Shuaiting Chen Yiping Peng Yunjie Ji Han Zhao Xiangang Li OffRL LRM 37 0 0 04 May 2025
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 42 0 0 04 May 2025
Demystifying optimized prompts in language models Rimon Melamed Lucas H. McCabe H. H. Huang 39 0 0 04 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma Xiaojun Jia Yingfei Sun Qianqian Xu Qingming Huang AAML 159 0 0 03 May 2025
LookAlike: Consistent Distractor Generation in Math MCQs Nisarg Parikh Nigel Fernandez Alexander Scarlatos Simon Woodhead Andrew S. Lan 53 0 0 03 May 2025
Contextures: Representations from Contexts Runtian Zhai Kai Yang Che-Ping Tsai Burak Varici Zico Kolter Pradeep Ravikumar 119 0 0 02 May 2025
Value Portrait: Understanding Values of LLMs with Human-aligned Benchmark Jongwook Han Dongmin Choi Woojung Song Eun-Ju Lee Yohan Jo PILM 60 0 0 02 May 2025
Transferable Adversarial Attacks on Black-Box Vision-Language Models Kai Hu Weichen Yu L. Zhang Alexander Robey Andy Zou Chengming Xu Haoqi Hu Matt Fredrikson AAML VLM 64 1 0 02 May 2025
Aligning Large Language Models with Healthcare Stakeholders: A Pathway to Trustworthy AI Integration Kexin Ding Mu Zhou Akshay Chaudhari Shaoting Zhang Dimitris N. Metaxas LM&MA 43 0 0 02 May 2025
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 49 0 0 02 May 2025
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 45 0 0 01 May 2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Jen-tse Huang Joey Tianyi Zhou AAML MU 83 3 0 01 May 2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning Lang Feng Weihao Tan Zhiyi Lyu Longtao Zheng Haiyang Xu M. Yan Fei Huang Jingyi Wang 29 0 0 01 May 2025
Steering Large Language Models with Register Analysis for Arbitrary Style Transfer Xinchen Yang Marine Carpuat LLMSV 169 0 0 01 May 2025
Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models Bang Zhang Ruotian Ma Qingxuan Jiang Peisong Wang Jiaqi Chen ... Fanghua Ye Jian Li Yifan Yang Zhaopeng Tu Xiaolong Li LLMAG ELM ALM 109 0 1 01 May 2025
DeepCritic: Deliberate Critique with Large Language Models Wenkai Yang Jingwen Chen Yankai Lin Ji-Rong Wen ALM LRM 30 0 0 01 May 2025
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning Jingyang Yi Jiazheng Wang Sida Li ReLM OODD LRM 144 2 0 30 Apr 2025
MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework Qirui Mi Mengyue Yang Xiangning Yu Zhiyu Zhao Cheng Deng Bo An Haifeng Zhang Xu Chen Jun Wang 36 0 0 30 Apr 2025
Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications Wenhan Dong Yuemeng Zhao Zhen Sun Yule Liu Zifan Peng ... Jun Wu Ruiming Wang Shengmin Xu Xinyi Huang Xinlei He LLMAG 61 0 0 30 Apr 2025
Real-World Gaps in AI Governance Research Ilan Strauss Isobel Moure Tim O'Reilly Sruly Rosenblat 63 0 0 30 Apr 2025
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design Vasudev Sharma Ahmed Alagha Abdelhakim Khellaf Vincent Quoc-Huy Trinh Mahdi S. Hosseini 38 0 0 30 Apr 2025
The Coral Protocol: Open Infrastructure Connecting The Internet of Agents Roman J. Georgio Caelum Forder Suman Deb Peter Carroll Önder Gürcan 70 0 0 30 Apr 2025
Base Models Beat Aligned Models at Randomness and Creativity Peter West Christopher Potts 144 0 0 30 Apr 2025
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges Xiao Xiao Yu Su Sijing Zhang Zhang Chen Yadong Chen Tian Liu 42 0 0 30 Apr 2025
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu Weixi Zhang N. Yu 64 0 0 30 Apr 2025
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs Marco Arazzi Vignesh Kumar Kembu Antonino Nocera V. P. 82 0 0 30 Apr 2025
Detecting Manipulated Contents Using Knowledge-Grounded Inference Mark Huasong Meng Ruizhe Wang Meng Xu Chuan Yan Guangdong Bai 47 0 0 29 Apr 2025
Fostering Self-Directed Growth with Generative AI: Toward a New Learning Analytics Framework Qianrun Mao 39 0 0 29 Apr 2025
Toward Efficient Exploration by Large Language Model Agents Dilip Arumugam Thomas L. Griffiths LLMAG 92 1 0 29 Apr 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 55 0 0 29 Apr 2025
Token-Efficient RL for LLM Reasoning Alan Lee Harry Tong OffRL 127 0 0 29 Apr 2025
Reinforcement Learning for Reasoning in Large Language Models with One Training Example Yiping Wang Qing Yang Zhiyuan Zeng Liliang Ren L. Liu ... Jianfeng Gao Weizhu Chen S. Wang Simon S. Du Yelong Shen OffRL ReLM LRM 118 5 0 29 Apr 2025
NeuRel-Attack: Neuron Relearning for Safety Disalignment in Large Language Models Yi Zhou Wenpeng Xing Dezhang Kong Changting Lin Meng Han MU KELM LLMSV 50 0 0 29 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets Mingqian He Fei Zhao Chonggang Lu Ziqiang Liu Yuping Wang Haofu Qian OffRL AI4TS VLM 72 0 0 28 Apr 2025
JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift Julien Piet Xiao Huang Dennis Jacob Annabella Chow Maha Alrashed Geng Zhao Zhanhao Hu Chawin Sitawarin Basel Alomair David A. Wagner AAML 70 0 0 28 Apr 2025
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning Joykirat Singh Raghav Magazine Yash Pandya A. Nambi LLMAG KELM OffRL LRM 141 2 0 28 Apr 2025
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models X. Wang Haoyang Li Zeyang Zhang H. Chen Wenwu Zhu LRM 84 0 0 28 Apr 2025
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 145 0 0 28 Apr 2025
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI Hugo Georgenthum Cristian Cosentino Fabrizio Marozzo Pietro Liò MedIm 147 0 0 28 Apr 2025
Prompt Injection Attack to Tool Selection in LLM Agents Jiawen Shi Zenghui Yuan Guiyao Tie Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 51 0 0 28 Apr 2025
Anyprefer: An Agentic Framework for Preference Data Synthesis Yiyang Zhou Zekun Wang Tianle Wang Shangyu Xing Peng Xia ... Chetan Bansal Weitong Zhang Ying Wei Joey Tianyi Zhou Huaxiu Yao 63 1 0 27 Apr 2025
Adaptive Helpfulness-Harmlessness Alignment with Preference Vectors Ren-Wei Liang Chin-Ting Hsu Chan-Hung Yu Saransh Agrawal Shih-Cheng Huang Shang-Tse Chen Kuan-Hao Huang Shao-Hua Sun 81 0 0 27 Apr 2025
Contextual Online Uncertainty-Aware Preference Learning for Human Feedback Nan Lu Ethan X. Fang Junwei Lu 146 0 0 27 Apr 2025
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning Jiaqi Chen Bang Zhang Ruotian Ma Peisong Wang Xiaodan Liang Zhaopeng Tu Zhaoxin Fan Kwan-Yee K. Wong LLMAG ReLM LRM 91 0 0 27 Apr 2025
Platonic Grounding for Efficient Multimodal Language Models Moulik Choraria Xinbo Wu Akhil Bhimaraju Nitesh Sekhar Yue Wu Xu Zhang Prateek Singhal L. Varshney 59 0 0 27 Apr 2025
Graph of Attacks: Improved Black-Box and Interpretable Jailbreaks for LLMs Mohammad Akbar-Tajari Mohammad Taher Pilehvar Mohammad Mahmoody AAML 48 0 0 26 Apr 2025
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation Jiabin Fan Guoqing Luo Michael Bowling Lili Mou OffRL 68 0 0 26 Apr 2025
Meta-Learning in Self-Play Regret Minimization David Sychrovský Martin Schmid Michal Sustr Michael Bowling 23 0 0 26 Apr 2025