Denial-of-Service Poisoning Attacks against Large Language Models

14 October 2024

Yong Yang

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Papers citing "Denial-of-Service Poisoning Attacks against Large Language Models"

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Title
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Performant LLM Agentic Framework for Conversational AI Alex Casella Wayne Wang LLMAG 156 3 0 09 Mar 2025
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Atom of Thoughts for Markov LLM Test-Time Scaling Xinbing Liang Zhaoyang Yu Quan Shi Jiayi Zhang Chenglin Wu Yuyu Luo Zhijiang Guo MU LRM 429 39 0 17 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng Kaidi Wang Shuyue Hu Wenlong Zhang 541 16 0 11 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Xinbing Liang Jinhao Tu ... Fashen Ren Xiangru Tang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 375 22 0 07 Feb 2025
Multi-agent Architecture Search via Agentic Supernet Guibin Zhang Luyang Niu Cunchun Li Kaidi Wang Wenlong Zhang Xinyu Wang 423 56 0 06 Feb 2025
Adaptive Self-improvement LLM Agentic System for ML Library Development Genghan Zhang Weixin Liang Olivia Hsu K. Olukotun 782 8 0 04 Feb 2025
Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting Shuyu Shen Sirong Lu Leixian Shen Zhonghua Sheng Nan Tang Yuyu Luo 244 6 0 10 Dec 2024
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 280 9 0 11 Nov 2024
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G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Xinfeng Li Xiangguo Sun Guancheng Wan Miao Yu Cunchun Li Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 455 44 0 15 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent SystemsInternational Conference on Learning Representations (ICLR), 2024 Guibin Zhang Xinfeng Li Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 203 48 0 03 Oct 2024
Archon: An Architecture Search Framework for Inference-Time Techniques Jon Saad-Falcon Adrian Gamarra Lafuente Shlok Natarajan Nahum Maru Hristo Todorov ... E. Kelly Buchanan Mayee Chen Neel Guha Christopher Ré Azalia Mirhoseini AI4CE 276 36 0 23 Sep 2024
Automated Design of Agentic SystemsInternational Conference on Learning Representations (ICLR), 2024 Shengran Hu Cong Lu Jeff Clune AI4CE 364 106 0 15 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 253 13 0 08 Aug 2024
MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices Jiayi Zhang Chuang Zhao Yihan Zhao Zhaoyang Yu Ming He Jianping Fan LLMAG 220 22 0 04 Jul 2024
AutoFlow: Automated Workflow Generation for Large Language Model Agents Zelong Li Shuyuan Xu Kai Mei Qingfeng Lan Balaji Rama Om Raheja Hao Wang He Zhu Yongfeng Zhang AIFin AI4CE LLMAG 205 52 0 01 Jul 2024
Symbolic Learning Enables Self-Evolving Agents Wangchunshu Zhou Yixin Ou Shengwei Ding Long Li Jialong Wu ... Shuai Wang Xiaohua Xu Xin Xu Huajun Chen Yuchen Eleanor Jiang AI4CE LM&Ro LLMAG 204 64 0 26 Jun 2024
HAIChart: Human and AI Paired Visualization System Yupeng Xie Yuyu Luo Guoliang Li Nan Tang 171 30 0 16 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 241 87 0 11 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 249 73 0 06 Jun 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 238 81 0 28 Apr 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Jinhao Tu Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 303 139 0 28 Feb 2024
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step Li Zhong Zilong Wang Jingbo Shang 340 111 0 25 Feb 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents Jian Xie Kai Zhang Jiangjie Chen Tinghui Zhu Renze Lou Yuandong Tian Yanghua Xiao Yu-Chuan Su LLMAG LM&Ro 230 270 0 02 Feb 2024
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering T. Ridnik Dedy Kredo Itamar Friedman 200 91 0 16 Jan 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table UnderstandingInternational Conference on Learning Representations (ICLR), 2024 Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot ... Lesly Miculicich Yasuhisa Fujii Jingbo Shang Chen-Yu Lee Tomas Pfister ReLM LMTD LRM 167 181 0 09 Jan 2024
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine Harsha Nori Yin Tat Lee Sheng Zhang Dean Carignan Richard Edgar ... Hoifung Poon Tao Qin Naoto Usuyama Chris White Eric Horvitz LM&MA AI4MH MedIm ELM 209 422 0 28 Nov 2023
Lemur: Harmonizing Natural Language and Code for Language AgentsInternational Conference on Learning Representations (ICLR), 2023 Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 179 84 0 10 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language ModelsInternational Conference on Machine Learning (ICML), 2023 Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-Xiong Wang LRM AI4CE LM&Ro LLMAG 303 303 0 06 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Junchi Yu Xiao-Yu Zhang Rex Ying LRM 318 38 0 06 Oct 2023
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization Zijun Liu Yanzhe Zhang Peng Li Yang Liu Diyi Yang LLMAG 183 66 0 03 Oct 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt EvolutionInternational Conference on Machine Learning (ICML), 2023 Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 222 311 0 28 Sep 2023
Large Language Models as OptimizersInternational Conference on Learning Representations (ICLR), 2023 Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 412 600 0 07 Sep 2023
LLM As DBA Xuanhe Zhou Guoliang Li Zhiyuan Liu LLMAG 97 19 0 10 Aug 2023
MetaGPT: Meta Programming for A Multi-Agent Collaborative FrameworkInternational Conference on Learning Representations (ICLR), 2023 Sirui Hong Mingchen Zhuge Jonathan Chen Xiawu Zheng Yuheng Cheng ... Liyang Zhou Chenyu Ran Lingfeng Xiao Chenglin Wu Jürgen Schmidhuber LLMAG AIFin 361 548 0 01 Aug 2023
Large Language ModelsCommunications of the ACM (CACM), 2023 Michael R Douglas LLMAG LM&MA 471 892 0 11 Jul 2023
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-CollaborationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei Heng Ji LLMAG LRM 495 223 0 11 Jul 2023
VerifAI: Verified Generative AIConference on Innovative Data Systems Research (CIDR), 2023 Nan Tang Chenyu Yang Ju Fan Lei Cao Yuyu Luo Alon Halevy 204 23 0 06 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot ArenaNeural Information Processing Systems (NeurIPS), 2023 Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 2.1K 6,197 0 09 Jun 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 381 1,126 0 25 May 2023
Self-Refine: Iterative Refinement with Self-FeedbackNeural Information Processing Systems (NeurIPS), 2023 Aman Madaan Niket Tandon Prakhar Gupta Skyler Hallinan Luyu Gao ... Bodhisattwa Prasad Majumder Katherine Hermann Sean Welleck Amir Yazdanbakhsh Peter Clark ReLM LRM DiffM 620 2,435 0 30 Mar 2023
Reflexion: Language Agents with Verbal Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 465 2,089 0 20 Mar 2023