Title
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation Shanda Li Tanya Marwah Junhong Shen W. Sun Andrej Risteski Yiming Yang Ameet Talwalkar AI4CE 17 0 0 13 May 2025
G-FOCUS: Towards a Robust Method for Assessing UI Design Persuasiveness Jaehyun Jeon Janghan Yoon Minsoo Kim Sumin Shim Yejin Choi Hanbin Kim Youngjae Yu AAML 33 0 0 08 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 40 0 0 07 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg H. Wang Qingyun Wu 34 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 60 0 0 05 May 2025
DriveAgent: Multi-Agent Structured Reasoning with LLM and Multimodal Sensor Fusion for Autonomous Driving Xinmeng Hou Wuqi Wang Long Yang Hao Lin Jinglun Feng Haigen Min Xiangmo Zhao 30 0 0 04 May 2025
Structured Prompting and Feedback-Guided Reasoning with LLMs for Data Interpretation Amit Rath LRM 24 0 0 03 May 2025
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator Md Fahim Anjum LRM 25 0 0 30 Apr 2025
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning Pengxiang Li Zhi Gao Bofei Zhang Yapeng Mi Xiaojian Ma ... Tao Yuan Yuwei Wu Yunde Jia Song-Chun Zhu Qing Li LLMAG 70 0 0 30 Apr 2025
A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks Khoi Trinh S. Seidenberger Raveen Wijewickrama Murtuza Jadliwala Anindya Maiti 41 0 0 29 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
Evolution of AI in Education: Agentic Workflows Firuz Kamalov David Santandreu Calonge Linda Smail Dilshod Azizov Dimple R. Thadani Theresa Kwong Amara Atif 43 0 0 25 Apr 2025
Towards Adaptive Software Agents for Debugging Yacine Majdoub Eya Ben Charrada Haifa Touati LLMAG 74 0 0 25 Apr 2025
Tempo: Application-aware LLM Serving with Mixed SLO Requirements Wei Zhang Zhiyu Wu Yi Mu Banruo Liu Myungjin Lee Fan Lai 51 0 0 24 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 35 1 0 22 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny H. Li VLM 63 0 0 22 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 41 0 0 15 Apr 2025
From Token to Line: Enhancing Code Generation with a Long-Term Perspective Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Yinghui Li Bingxu An Zhao Wei Y. Xu LLMAG 57 0 0 10 Apr 2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models Yuxiang Lin Jingdong Sun Zhi-Qi Cheng Jue Wang Haomin Liang Zebang Cheng Yifei Dong Jun-Yan He Xiaojiang Peng Xian-Sheng Hua 39 0 0 10 Apr 2025
CoLa -- Learning to Interactively Collaborate with Large LMs Abhishek Sharma Dan Goldwasser LLMAG SyDa 58 0 0 03 Apr 2025
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition Y. Liu Zonglin Yang Tong Xie Jinjie Ni Ben Gao Y. Li Shixiang Tang Wanli Ouyang Erik Cambria Dongzhan Zhou 26 1 0 27 Mar 2025
RAIDER: Tool-Equipped Large Language Model Agent for Robotic Action Issue Detection, Explanation and Recovery Silvia Izquierdo-Badiola Carlos Rizzo Guillem Alenyà LLMAG LM&Ro 75 0 0 22 Mar 2025
MAP: Multi-user Personalization with Collaborative LLM-powered Agents Christine P. Lee Jihye Choi Bilge Mutlu LLMAG 67 0 1 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 78 7 0 16 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding Hyunbin Jin Je Won Yeom Seunghyun Bae Taesup Kim LRM ReLM 37 1 0 13 Mar 2025
Combinatorial Optimization via LLM-driven Iterated Fine-tuning Pranjal Awasthi Sreenivas Gollapudi Ravi Kumar Kamesh Munagala 61 0 0 10 Mar 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Xiangru Tang Daniel Shao Jiwoong Sohn Jiapeng Chen Jiayi Zhang ... Yilun Zhao Chenglin Wu Wenqi Shi Arman Cohan Mark B. Gerstein AI4MH LRM ELM LM&MA 60 4 0 10 Mar 2025
System 0/1/2/3: Quad-process theory for multi-timescale embodied collective cognitive systems Tadahiro Taniguchi Yasushi Hirai Masahiro Suzuki Shingo Murata Takato Horii Kazutoshi Tanaka AI4CE 49 0 0 08 Mar 2025
Intent-Aware Self-Correction for Mitigating Social Biases in Large Language Models Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki LRM KELM 50 0 0 08 Mar 2025
LLMs Can Generate a Better Answer by Aggregating Their Own Responses Zichong Li Xinyu Feng Yuheng Cai Zixuan Zhang Tianyi Liu Chen Liang Weizhu Chen Haoyu Wang T. Zhao LRM 50 1 0 06 Mar 2025
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modelling Hao Li Yu Huang Chang Xu Viktor Schlegel Ren-He Jiang R. Batista-Navarro Goran Nenadic Jiang Bian DiffM AI4CE 82 3 0 04 Mar 2025
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent Xingzuo Li Kehai Chen Yunfei Long X. Bai Yong-mei Xu Min Zhang LRM LLMAG 75 1 0 04 Mar 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 61 0 0 25 Feb 2025
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming Rui Li Peiyi Wang Jingyuan Ma Di Zhang Lei Sha Zhifang Sui LLMAG 44 0 0 22 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 84 15 0 20 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 61 0 0 20 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 97 8 0 17 Feb 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models Weizhe Chen Zhicheng Zhang Guanlin Liu Renjie Zheng Wenlei Shi Chen Dun Zheng Wu Xing Jin Lin Yan ALM LRM 51 1 0 17 Feb 2025
Has My System Prompt Been Used? Large Language Model Prompt Membership Inference Roman Levin Valeriia Cherepanova Abhimanyu Hans Avi Schwarzschild Tom Goldstein 57 1 0 14 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 69 2 0 11 Feb 2025
Bag of Tricks for Inference-time Computation of LLM Reasoning Fan Liu Wenshuo Chao Naiqiang Tan Hao Liu OffRL LRM 69 3 0 11 Feb 2025
ARIES: Stimulating Self-Refinement of Large Language Models by Iterative Preference Optimization Yongcheng Zeng Xinyu Cui Xuanfa Jin Guoqing Liu Zexu Sun ... Dong Li Ning Yang Jianye Hao H. Zhang J. Wang LRM LLMAG 76 1 0 08 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 88 0 0 08 Feb 2025
Leveraging Reasoning with Guidelines to Elicit and Utilize Knowledge for Enhancing Safety Alignment Haoyu Wang Zeyu Qin Li Shen Xueqian Wang Minhao Cheng Dacheng Tao 80 1 0 06 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Mohit Bansal ELM 76 1 0 03 Feb 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges Nayoung Lee Ziyang Cai Avi Schwarzschild Kangwook Lee Dimitris Papailiopoulos ReLM VLM LRM AI4CE 64 4 0 03 Feb 2025
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 74 2 0 02 Feb 2025
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu Tengyu Xu Di Jin Karthik Abinav Sankararaman Yun He ... Eryk Helenowski Chen Zhu Sinong Wang Hao Ma Han Fang LRM 49 4 0 29 Jan 2025
COS(M+O)S: Curiosity and RL-Enhanced MCTS for Exploring Story Space via Language Models Tobias Materzok LRM 65 0 0 28 Jan 2025
Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma Richard Willis Yali Du Joel Z. Leibo Michael Luck 52 1 0 28 Jan 2025