Title
Learning to Orchestrate Agents in Natural Language with the Conductor Stefan Nielsen Edoardo Cetin Peter Schwendeman Qi Sun Jinglue Xu Yujin Tang LLMAG 56 0 0 04 Dec 2025
On the Limits of Test-Time Compute: Sequential Reward Filtering for Better Inference Yue Yu Qiwei Di Quanquan Gu Dongruo Zhou BDL 141 0 0 04 Dec 2025
Aligned but Stereotypical? The Hidden Influence of System Prompts on Social Bias in LVLM-Based Text-to-Image Models NaHyeon Park Namin An Kunhee Kim Soyeon Yoon Jiahao Huo Hyunjung Shim VLM 56 0 0 04 Dec 2025
Reason-Plan-ReAct: A Reasoner-Planner Supervising a ReAct Executor for Complex Enterprise Tasks Gianni Molinari Fabio Ciravegna 32 0 0 03 Dec 2025
PARC: An Autonomous Self-Reflective Coding Agent for Robust Execution of Long-Horizon Tasks Yuki Orimo Iori Kurata Hodaka Mori Ryuhei Okuno Ryohto Sawada Daisuke Okanohara 120 1 0 03 Dec 2025
Balancing Safety and Helpfulness in Healthcare AI Assistants through Iterative Preference Alignment Huy Nghiem Swetasudha Panda Devashish Khatwani Huy Nguyen Krishnaram Kenthapadi Hal Daumé III LM&MA 76 0 0 03 Dec 2025
SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning Salman Rahman Sruthi Gorantla Arpit Gupta Swastik Roy Nanyun Peng Yang Liu OffRL LRM 134 0 0 02 Dec 2025
WISE: Weighted Iterative Society-of-Experts for Robust Multimodal Multi-Agent Debate A. Cherian River Doyle Eyal Ben-Dov Suhas Lohit Kuan-Chuan Peng LLMAG MoE 108 0 0 02 Dec 2025
LeechHijack: Covert Computational Resource Exploitation in Intelligent Agent Systems Yuanhe Zhang Weiliu Wang Zhenhong Zhou Kun Wang Jie Zhang Li Sun Yang Liu Sen Su 116 1 0 02 Dec 2025
When Does Verification Pay Off? A Closer Look at LLMs as Solution Verifiers Jack Lu Ryan Teehan Jinran Jin Mengye Ren LRM 136 0 0 02 Dec 2025
Enhancing Automated Paper Reproduction via Prompt-Free Collaborative Agents Zijie Lin Qilin Cai Liang Shen Mingjun Xiao 48 0 0 02 Dec 2025
COACH: Collaborative Agents for Contextual Highlighting - A Multi-Agent Framework for Sports Video Analysis Tsz-To Wong Ching-Chun Huang Hong-Han Shuai AI4TS 328 0 0 01 Dec 2025
DrawingBench: Evaluating Spatial Reasoning and UI Interaction Capabilities of Large Language Models through Mouse-Based Drawing Tasks Hyunjun Kim Sooyoung Ryu 56 0 0 01 Dec 2025
Adapting Like Humans: A Metacognitive Agent with Test-time Reasoning Yang Li Z. He Y. Huang Zhuhanling Xiao Chao Yu Meng Fang Kun Shao Jun Wang LRM VLM 137 0 0 28 Nov 2025
Evaluating LLMs for One-Shot Patching of Real and Artificial Vulnerabilities Aayush Garg Zanis Ali Khan Renzo Degiovanni Qiang Tang AAML 116 0 0 28 Nov 2025
Towards Continuous Intelligence Growth: Self-Training, Continual Learning, and Dual-Scale Memory in SuperIntelliAgent Jianzhe Lin Zeyu Pan Yun Zhu Ruiqi Song Jining Yang LRM 96 0 0 28 Nov 2025
Multi-chain Graph Refinement and Selection for Reliable Reasoning in Large Language Models Yujiao Yang Jing Lian Linhui Li LRM 145 0 0 28 Nov 2025
ThetaEvolve: Test-time Learning on Open Problems Y. Wang Shao-Rong Su Zhiyuan Zeng Eva Xu Liliang Ren ... Pengcheng He Weizhu Chen Shuohang Wang S. Du Yelong Shen 180 0 0 28 Nov 2025
Real-Time Procedural Learning From Experience for AI Agents Dasheng Bi Yubin Hu Mohammed N. Nasir 44 0 0 27 Nov 2025
DocVAL: Validated Chain-of-Thought Distillation for Grounded Document VQA Ahmad Mohammadshirazi Pinaki Prasad Guha Neogi Dheeraj Kulshrestha R. Ramnath VGen 104 0 0 27 Nov 2025
TTSnap: Test-Time Scaling of Diffusion Models via Noise-Aware Pruning Qingtao Yu Changlin Song Minghao Sun Zhengyang Yu Vinay Kumar Verma Soumya Roy Sumit Negi Hongdong Li Dylan Campbell 76 0 0 27 Nov 2025
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Young-Jun Lee Seungone Kim Byung-Kwan Lee Minkyeong Moon Yechan Hwang Jong Myoung Kim Graham Neubig Sean Welleck Ho-Jin Choi ReLM LRM 176 2 0 27 Nov 2025
Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information Lukas Struppek Dominik Hintersdorf Hannah Struppek Daniel Neider Kristian Kersting LRM 84 0 0 27 Nov 2025
On the Limits of Innate Planning in Large Language Models Charles Schepanowski Charles Ling LLMAG LRM ELM 421 0 0 26 Nov 2025
BAMAS: Structuring Budget-Aware Multi-Agent Systems Liming Yang Junyu Luo Xuanzhe Liu Yiling Lou Zhenpeng Chen LLMAG 303 0 0 26 Nov 2025
EWE: An Agentic Framework for Extreme Weather Analysis Zhe Jiang Jiong Wang Xiaoyu Yue Zijie Guo Wenlong Zhang Fenghua Ling Wanli Ouyang L. Bai 136 1 0 26 Nov 2025
A Unified Evaluation-Instructed Framework for Query-Dependent Prompt Optimization Ke Chen Yifeng Wang Hassan Almosapeeh Haohan Wang 148 0 0 25 Nov 2025
More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering Duc Anh Vu T. Nguyen Cong-Duy Nguyen Viet-Anh Nguyen Anh Tuan Luu FaML LRM 318 0 0 25 Nov 2025
Nonparametric Instrumental Variable Regression with Observed Covariates Zikai Shen Zonghao Chen Dimitri Meunier Ingo Steinwart Arthur Gretton Zhu Li 76 0 0 24 Nov 2025
Majority of the Bests: Improving Best-of-N via Bootstrapping Amin Rakhsha Kanika Madan Tianyu Zhang Amir-massoud Farahmand Amir Khasahmadi 124 0 0 23 Nov 2025
$A^2Flow:$ Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators Mingming Zhao Xiaokang Wei Yuanqi Shao Kaiwen Zhou Lin Yang Siwei Rao Junhui Zhan Zhitang Chen 82 0 0 23 Nov 2025
SPINE: Token-Selective Test-Time Reinforcement Learning with Entropy-Band Regularization Jianghao Wu Yasmeen George Jin Ye Y. Wu Daniel F. Schmidt Jianfei Cai LRM 76 0 0 22 Nov 2025
Learning to Debug: LLM-Organized Knowledge Trees for Solving RTL Assertion Failures Yunsheng Bai Haoxing Ren 92 0 0 21 Nov 2025
Budget-Aware Tool-Use Enables Effective Agent Scaling Tengxiao Liu Zifeng Wang Jin Miao I-Hung Hsu Jun Yan ... Samira Daruki Yi Liang William Y. Wang Tomas Pfister Chen-Yu Lee 216 0 0 21 Nov 2025
MultiGA: Leveraging Multi-Source Seeding in Genetic Algorithms Isabelle Diana May-Xin Ng Tharindu Cyril Weerasooriya Haitao Zhu Wei Wei 0 0 0 21 Nov 2025
PSM: Prompt Sensitivity Minimization via LLM-Guided Black-Box Optimization Huseein Jawad Nicolas Brunel AAML 140 0 0 20 Nov 2025
InfCode: Adversarial Iterative Refinement of Tests and Patches for Reliable Software Issue Resolution Kefan Li Mengfei Wang Hengzhi Zhang Zhichao Li Yuan Yuan Mu Li X. Gao Hailong Sun Chunming Hu Weifeng Lv 120 0 0 20 Nov 2025
SDA: Steering-Driven Distribution Alignment for Open LLMs without Fine-Tuning Wei Xia Zhi-Hong Deng ALM 249 0 0 20 Nov 2025
AutoBackdoor: Automating Backdoor Attacks via LLM Agents Y. Li Z. Li Wei Zhao Nay Myat Min Hanxun Huang Xingjun Ma Jun Sun AAML LLMAG SILM 358 0 0 20 Nov 2025
From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs Xiaoxuan Wang Bo Liu Song Jiang Jingzhou Liu Jingyuan Qi Xia Chen Baosheng He LRM 164 0 0 19 Nov 2025
Reflexive Evidence-Based Multimodal Learning for Clean Energy Transitions: Causal Insights on Cooking Fuel Access, Urbanization, and Carbon Emissions Shan Shan 76 0 0 19 Nov 2025
Extending Test-Time Scaling: A 3D Perspective with Context, Batch, and Turn Chao Yu Qixin Tan Jiaxuan Gao Shi Yu Hong Lu Xinting Yang Zelai Xu Yu Wang Yi Wu Eugene Vinitsky LRM 124 0 0 18 Nov 2025
SVBRD-LLM: Self-Verifying Behavioral Rule Discovery for Autonomous Vehicle Identification Xiangyu Li Zhaomiao Guo 123 0 0 18 Nov 2025
Scaling Generative Verifiers For Natural Language Mathematical Proof Verification And Selection Sadegh Mahdavi Branislav Kisacanin Shubham Toshniwal Wei Du Ivan Moshkov George Armstrong Renjie Liao Christos Thrampoulidis Igor Gitman ALM LRM 261 2 0 17 Nov 2025
CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving Enhui Ma Lijun Zhou Tao Tang Jiahuan Zhang Junpeng Jiang ... Xianpeng Lang Haiyang Sun Xia Zhou Di Lin Kaicheng Yu 225 0 0 17 Nov 2025
From Perception to Reasoning: Deep Thinking Empowers Multimodal Large Language Models Wenxin Zhu Andong Chen Yuchen Song Kehai Chen Conghui Zhu Ziyan Chen Tiejun Zhao LRM 434 0 0 17 Nov 2025
Cost-Driven Synthesis of Sound Abstract Interpreters Qiuhan Gu Avaljot Singh Gagandeep Singh 76 0 0 17 Nov 2025
REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding Jiaze Li Hao Yin Wenhui Tan Jingyang Chen Boshen Xu Yuxun Qu Yijing Chen Jianzhong Ju Zhenbo Luo Jian Luan LRM VLM 230 1 0 17 Nov 2025
Dynamic Template Selection for Output Token Generation Optimization: MLP-Based and Transformer Approaches Bharadwaj Yadavalli 187 0 0 17 Nov 2025
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Harold Haodong Chen Disen Lan Wen-Jie Shu Qingyang Liu Zihan Wang ... Hongfei Zhang Zixin Zhang Rongjin Guo Yu Cheng Ying-Cong Chen VGen LRM 303 2 0 17 Nov 2025