Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

30 September 2023

Qiushi Sun

Zhangyue Yin

Xiang Li

Zhiyong Wu

Xipeng Qiu

Lingpeng Kong

LRM

LLMAG

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Papers citing "Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration"

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Title
Learning from Peers in Reasoning Models Tongxu Luo Wenyu Du Jiaxi Bi Stephen Chung Zhengyang Tang Hao Yang M. Zhang Benyou Wang LRM 31 0 0 12 May 2025
GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents Run Luo Lu Wang Wanwei He Xiaobo Xia LLMAG 49 6 0 14 Apr 2025
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Jian Zhang Zhiyuan Wang Z. Wang Xinyu Zhang Fangzhi Xu Qika Lin Rui Mao Erik Cambria Jun Liu LLMAG 54 1 0 21 Mar 2025
$ϕ$ -Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation Fangzhi Xu Hang Yan Chang Ma Haiteng Zhao Jun Liu Qika Lin Zhiyong Wu 44 2 0 17 Mar 2025
The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents Yifan Duan Yihong Tang Xuefeng Bai Kehai Chen J. Li Min Zhang LLMAG 173 0 0 28 Feb 2025
Collective Reasoning Among LLMs A Framework for Answer Validation Without Ground Truth Seyed Pouyan Mousavi Davoudi Alireza Shafiee Fard Alireza Amiri-Margavi LRM 59 0 0 28 Feb 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 57 1 0 26 Feb 2025
Position: Standard Benchmarks Fail -- LLM Agents Present Overlooked Risks for Financial Applications Zichen Chen Jiaao Chen Jianda Chen Misha Sra ELM 36 1 0 21 Feb 2025
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 87 1 0 25 Nov 2024
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use Siyuan Hu Mingyu Ouyang Difei Gao Mike Zheng Shou LM&Ro LLMAG 35 15 0 15 Nov 2024
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents Zhiyong Wu Zhenyu Wu Fangzhi Xu Yian Wang Qiushi Sun ... Kanzhi Cheng Zichen Ding L. Chen Paul Pu Liang Yu Qiao 37 31 0 30 Oct 2024
Vision-Language Models Can Self-Improve Reasoning via Reflection Kanzhi Cheng Yantao Li Fangzhi Xu Jianbing Zhang Hao Zhou Yang Liu ReLM LRM 47 17 0 30 Oct 2024
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant Chengyou Jia Minnan Luo Zhuohang Dang Qiushi Sun Fangzhi Xu Junlin Hu Tianbao Xie Zhiyong Wu LLMAG 29 6 0 24 Oct 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making Xiutian Zhao Ke Wang Wei Peng 26 1 0 19 Oct 2024
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning Hao-Lun Sun Jiayi Wu Hengyi Cai Xiaochi Wei Yue Feng Bo Wang S. Wang Yan Zhang Dawei Yin LLMAG 25 2 0 17 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 46 7 0 15 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 55 6 0 10 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Yanwei Yue Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 34 8 0 03 Oct 2024
Collective Critics for Creative Story Generation Minwook Bae Hyounghun Kim 29 2 0 03 Oct 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion Tongxuan Liu Xingyu Wang Weizhe Huang Wenjiang Xu Yuting Zeng Lei Jiang Hailong Yang Jing Li LLMAG 29 8 0 21 Sep 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 41 4 0 21 May 2024
DuetRAG: Collaborative Retrieval-Augmented Generation Dian Jiao Li Cai Jingsheng Huang Wenqiao Zhang Siliang Tang Yueting Zhuang 22 0 0 12 May 2024
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis Shuhang Lin Wenyue Hua Lingyao Li Che-Jui Chang Lizhou Fan Jianchao Ji Hang Hua Mingyu Jin Jiebo Luo Yongfeng Zhang LM&Ro LLMAG 49 9 0 23 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 82 0 22 Apr 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi Dawei Yin Pengjie Ren Suzan Verberne Zhaochun Ren LLMAG 33 24 0 05 Mar 2024
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement Zhiyong Wu Chengcheng Han Zichen Ding Zhenmin Weng Zhoumianze Liu Shunyu Yao Tao Yu Lingpeng Kong LLMAG LM&Ro 121 83 0 12 Feb 2024
On the Efficacy of Eviction Policy for Key-Value Constrained Generative Language Model Inference Siyu Ren Kenny Q. Zhu 18 27 0 09 Feb 2024
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents Kanzhi Cheng Qiushi Sun Yougang Chu Fangzhi Xu Yantao Li Jianbing Zhang Zhiyong Wu LLMAG 170 138 0 17 Jan 2024
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem Yingqiang Ge Yujie Ren Wenyue Hua Shuyuan Xu Juntao Tan Yongfeng Zhang LLMAG 17 27 0 06 Dec 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 48 48 0 04 Dec 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 25 32 0 15 Nov 2023
Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration Zhenran Xu Senbao Shi Baotian Hu Jindi Yu Dongfang Li Min Zhang Yuxiang Wu LRM LLMAG ALM 58 21 0 14 Nov 2023
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 157 84 0 19 Oct 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 217 1,734 0 07 Apr 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 111 79 0 11 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 412 0 03 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,084 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 305 3,237 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 308 11,915 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 332 8,457 0 28 Jan 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 672 0 06 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,460 0 23 Jan 2020