Title
Demystifying AI Agents: The Final Generation of Intelligence Kevin J McNamara Rhea Pritham Marpu 20 0 0 15 May 2025
Ethics and Persuasion in Reinforcement Learning from Human Feedback: A Procedural Rhetorical Approach Shannon Lodoen Alexi Orchard 10 0 0 14 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zheng Liu RALM LRM 28 0 0 14 May 2025
HealthBench: Evaluating Large Language Models Towards Improved Human Health Rahul Arora Jason W. Wei Rebecca Soskin Hicks Preston Bowman Joaquin Quiñonero Candela ... Meghan Shah Andrea Vallone Alex Beutel Johannes Heidecke K. Singhal LM&MA AI4MH ELM 45 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 35 0 0 13 May 2025
Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving Xinji Mai Haotian Xu X. Wu Weinong Wang Yingying Zhang Wenqiang Zhang ReLM LRM 34 0 0 12 May 2025
ToolACE-DEV: Self-Improving Tool Learning via Decomposition and EVolution X. Huang Weiwen Liu Xingshan Zeng Y. Huang Xinlong Hao ... Yirong Zeng Chuhan Wu Y. Wang R. Tang Defu Lian KELM 31 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 C. Hong AI4CE 28 0 0 11 May 2025
AgentXploit: End-to-End Redteaming of Black-Box AI Agents Zhun Wang Vincent Siu Zhe Ye Tianneng Shi Yuzhou Nie Xuandong Zhao Chenguang Wang Wenbo Guo Dawn Song LLMAG AAML 36 0 0 09 May 2025
Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes Zhuocheng Gong Jian-Yu Guan Wei Yu Wu Huishuai Zhang Dongyan Zhao 64 1 0 08 May 2025
Advancing and Benchmarking Personalized Tool Invocation for LLMs X. Huang Yuefeng Huang W. Liu Xingshan Zeng Y. Wang Ruiming Tang Hong Xie Defu Lian 50 0 0 07 May 2025
Soft Best-of-n Sampling for Model Alignment C. M. Verdun Alex Oesterling Himabindu Lakkaraju Flavio du Pin Calmon BDL 121 0 0 06 May 2025
Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering Joshua Owotogbe LLMAG 57 0 0 06 May 2025
RAG-MCP: Mitigating Prompt Bloat in LLM Tool Selection via Retrieval-Augmented Generation Tiantian Gan Qiyao Sun 17 0 0 06 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 72 1 0 05 May 2025
A Survey on Progress in LLM Alignment from the Perspective of Reward Design Miaomiao Ji Yanqiu Wu Zhibin Wu Shoujin Wang Jian Yang Mark Dras Usman Naseem 39 0 0 05 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 120 0 0 04 May 2025
Visual Test-time Scaling for GUI Agent Grounding Tiange Luo Lajanugen Logeswaran Justin Johnson Honglak Lee 51 0 0 01 May 2025
The Coral Protocol: Open Infrastructure Connecting The Internet of Agents Roman J. Georgio Caelum Forder Suman Deb Peter Carroll Önder Gürcan 61 0 0 30 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying C. Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 45 0 0 27 Apr 2025
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning Shaokun Zhang Yi Dong Jieyu Zhang Jan Kautz Bryan Catanzaro Andrew Tao Qingyun Wu Zhiding Yu Guilin Liu LLMAG OffRL KELM LRM 86 0 0 25 Apr 2025
TTRL: Test-Time Reinforcement Learning Yuxin Zuo Kaiyan Zhang Shang Qu Li Sheng Xuekai Zhu Biqing Qi Youbang Sun Ganqu Cui Ning Ding Bowen Zhou OffRL 109 1 0 22 Apr 2025
Establishing Reliability Metrics for Reward Models in Large Language Models Yizhou Chen Yawen Liu Xuesi Wang Qingtao Yu Guangda Huzhang Anxiang Zeng Han Yu Zhiming Zhou 30 0 0 21 Apr 2025
a1: Steep Test-time Scaling Law via Environment Augmented Generation Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Yuyao Ge Jun Wan Yurong Wu Xueqi Cheng LRM 27 0 0 20 Apr 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Memorization vs. Reasoning: Updating LLMs with New Knowledge Aochong Oliver Li Tanya Goyal KELM 50 0 0 16 Apr 2025
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents Jason W. Wei Zhiqing Sun Spencer Papay S. McKinney Jeffrey Han Isa Fulford Hyung Won Chung Alex Tachard Passos W. Fedus Amelia Glaese 26 3 0 16 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 104 0 0 15 Apr 2025
Learning from Reference Answers: Versatile Language Model Alignment without Binary Human Preference Data Shuai Zhao Linchao Zhu Yi Yang 39 1 0 14 Apr 2025
Deep Reasoning Translation via Reinforcement Learning Jiaan Wang Fandong Meng Jie Zhou OffRL LRM 30 0 0 14 Apr 2025
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories Xing Han Lù Amirhossein Kazemnejad Nicholas Meade Arkil Patel Dongchan Shin Alejandra Zambrano Karolina Stañczak Peter Shaw Christopher Pal Siva Reddy LLMAG 35 1 0 11 Apr 2025
TALE: A Tool-Augmented Framework for Reference-Free Evaluation of Large Language Models Sher Badshah Ali Emami Hassan Sajjad LLMAG ELM 43 0 0 10 Apr 2025
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations Pedro Ferreira Wilker Aziz Ivan Titov LRM 26 0 0 07 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling Benjamin Lipkin Benjamin LeBrun Jacob Hoover Vigly João Loula David R. MacIver ... Ryan Cotterell Vikash K. Mansinghka Timothy J. O'Donnell Alexander K. Lew Tim Vieira 26 0 0 07 Apr 2025
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 39 0 0 06 Apr 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 34 0 0 04 Apr 2025
Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection Souradip Chakraborty Mohammadreza Pourreza Ruoxi Sun Yiwen Song Nino Scherrer ... Furong Huang Amrit Singh Bedi Ahmad Beirami Hamid Palangi Tomas Pfister 48 0 0 02 Apr 2025
HERA: Hybrid Edge-cloud Resource Allocation for Cost-Efficient AI Agents Shiyi Liu Haiying Shen Shuai Che Mahdi Ghandi Mingqin Li LLMAG 48 0 0 01 Apr 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Y. Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein D. Lin Ziwei Liu 3DV ELM 71 0 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 58 1 0 27 Mar 2025
debug-gym: A Text-Based Environment for Interactive Debugging Xingdi Yuan Morgane M Moss Charbel El Feghali Chinmay Singh Darya Moldavskaya ... Lucas Page-Caccia Matheus Pereira Minseon Kim Alessandro Sordoni Marc-Alexandre Côté LLMAG 68 1 0 27 Mar 2025
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment Souradip Chakraborty Sujay Bhatt Udari Madhushani Sehwag Soumya Suvra Ghosal Jiahao Qiu Mengdi Wang Dinesh Manocha Furong Huang Alec Koppel Sumitra Ganesh 46 2 0 27 Mar 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Yunhai Hu Yilun Zhao Chen Zhao Arman Cohan ReLM LRM 90 1 0 26 Mar 2025
RL-finetuning LLMs from on- and off-policy data with a single algorithm Yunhao Tang Taco Cohen David W. Zhang Michal Valko Rémi Munos OffRL 42 1 0 25 Mar 2025
OmniNova:A General Multimodal Agent Framework Pengfei Du LLMAG 47 0 0 25 Mar 2025
Video-T1: Test-Time Scaling for Video Generation F. Liu Hanyang Wang Yimo Cai Kaiyan Zhang Xiaohang Zhan Yueqi Duan DiffM VGen 76 1 0 24 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 Mar 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 93 7 0 20 Mar 2025