Kai Mei

60 papers A* 6B 2Journal 45Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agents in the Wild: Safety, Society, and the Illusion of Sociality on Moltbook.
CoRR
Yunbei Zhang, Kai Mei, Ming Liu, Janet Wang, Dimitris N. Metaxas, Xiao Wang, Jihun Hamm, Yingqiang Ge
2026 J jnl
Improving Visual Reasoning with Iterative Evidence Refinement.
CoRR
Zeru Shi, Kai Mei, Yihao Quan, Dimitris N. Metaxas, Ruixiang Tang
2025 J jnl
A-MEM: Agentic Memory for LLM Agents.
CoRR
Wujiang Xu, Zujie Liang, Kai Mei, Hang Gao, Juntao Tan, Yongfeng Zhang
2025 A* conf
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents.
ICLR
Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang
2025 — conf
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery.
NAACL (System Demonstrations)
Balaji Rama, Kai Mei, Yongfeng Zhang
2025 J jnl
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery.
CoRR
Balaji Rama, Kai Mei, Yongfeng Zhang
2025 J jnl
ECCOS: Efficient Capability and Cost Coordinated Scheduling for Multi-LLM Serving.
CoRR
Kai Mei, Wujiang Xu, Shuhang Lin, Yongfeng Zhang
2025 J jnl
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning.
CoRR
Wujiang Xu, Wentian Zhao, Zhenting Wang, Yu-Jhe Li, Can Jin, Mingyu Jin, Kai Mei, Kun Wang, Dimitris N. Metaxas
2025 B conf
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
COLING
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2025 A* conf
From Commands to Prompts: LLM-based Semantic File System for AIOS.
ICLR
Zeru Shi, Kai Mei, Mingyu Jin, Yongye Su, Chaoji Zuo, Wenyue Hua, Wujiang Xu, Yujie Ren, Zirui Liu, Mengnan Du, Dong Deng, Yongfeng Zhang
2025 J jnl
InstructAgent: Building User Controllable Recommender via LLM Agent.
CoRR
Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang
2025 J jnl
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS.
CoRR
Kai Mei, Xi Zhu, Hang Gao, Shuhang Lin, Yongfeng Zhang
2025 A* conf
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding.
ICML
Mingyu Jin, Kai Mei, Wujiang Xu, Mingjie Sun, Ruixiang Tang, Mengnan Du, Zirui Liu, Yongfeng Zhang
2025 J jnl
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding.
CoRR
Mingyu Jin, Kai Mei, Wujiang Xu, Mingjie Sun, Ruixiang Tang, Mengnan Du, Zirui Liu, Yongfeng Zhang
2025 J jnl
OmniRouter: Budget and Performance Controllable Multi-LLM Routing.
SIGKDD Explor.
Kai Mei, Wujiang Xu, Minghao Guo, Shuhang Lin, Yongfeng Zhang
2025 J jnl
R-WoM: Retrieval-augmented World Model For Computer-use Agents.
CoRR
Kai Mei, Jiang Guo, Shuaichen Chang, Mingwen Dong, Dongkyu Lee, Xing Niu, Jiarong Jiang
2025 J jnl
ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network.
CoRR
Minghao Guo, Xi Zhu, Jingyuan Huang, Kai Mei, Yongfeng Zhang
2025 J jnl
Semantic Scheduling for LLM Inference.
CoRR
Wenyue Hua, Dujian Ding, Yile Gu, Yujie Ren, Kai Mei, Minghua Ma, William Yang Wang
2025 — conf
iAgent: LLM Agent as a Shield between User and Recommender Systems.
ACL (Findings)
Wujiang Xu, Yunxiao Shi, Zujie Liang, Xuying Ning, Kai Mei, Kun Wang, Xi Zhu, Min Xu, Yongfeng Zhang
2024 J jnl
AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents.
CoRR
Shuyuan Xu, Zelong Li, Kai Mei, Yongfeng Zhang
2024 J jnl
AIOS: LLM Agent Operating System.
CoRR
Kai Mei, Zelong Li, Shuyuan Xu, Ruosong Ye, Yingqiang Ge, Yongfeng Zhang
2024 J jnl
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents.
CoRR
Hanrong Zhang, Jingyuan Huang, Kai Mei, Yifei Yao, Zhenting Wang, Chenlu Zhan, Hongwei Wang, Yongfeng Zhang
2024 J jnl
AutoFlow: Automated Workflow Generation for Large Language Model Agents.
CoRR
Zelong Li, Shuyuan Xu, Kai Mei, Wenyue Hua, Balaji Rama, Om Raheja, Hao Wang, He Zhu, Yongfeng Zhang
2024 J jnl
Cross-media web video topic detection based on heterogeneous interactive tensor learning.
Knowl. Based Syst.
Chengde Zhang, Kai Mei, Xia Xiao
2024 J jnl
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
CoRR
Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang
2024 J jnl
From Commands to Prompts: LLM-based Semantic File System for AIOS.
CoRR
Zeru Shi, Kai Mei, Mingyu Jin, Yongye Su, Chaoji Zuo, Wenyue Hua, Wujiang Xu, Yujie Ren, Zirui Liu, Mengnan Du, Dong Deng, Yongfeng Zhang
2024 — conf
Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models.
EMNLP (Findings)
Yunsheng Ma, Xu Cao, Wenqian Ye, Can Cui, Kai Mei, Ziran Wang
2024 J jnl
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents.
CoRR
Mingyu Jin, Beichen Wang, Zhaoqian Xue, Suiyuan Zhu, Wenyue Hua, Hua Tang, Kai Mei, Mengnan Du, Yongfeng Zhang
2023 J jnl
LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation.
CoRR
Kai Mei, Yongfeng Zhang
2023 J jnl
Mobile App Crowdsourced Test Report Consistency Detection via Deep Image-and-Text Fusion Understanding.
IEEE Trans. Software Eng.
Shengcheng Yu, Chunrong Fang, Quanjun Zhang, Zhihao Cao, Yexiao Yun, Zhenfei Cao, Kai Mei, Zhenyu Chen
2023 — conf
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models.
ACL (1)
Kai Mei, Zheng Li, Zhenting Wang, Yang Zhang, Shiqing Ma
2023 J jnl
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models.
CoRR
Kai Mei, Zheng Li, Zhenting Wang, Yang Zhang, Shiqing Ma
2023 — conf
Obstacle avoidance system based on electromagnetic Sensor and Visual ranging.
ICIAI
Huangsheng Xu, Kai Mei, Yanjia Yu, Zhen Liu, Qingyong Zhang
2023 A* conf
OpenAGI: When LLM Meets Domain Experts.
NeurIPS
Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang
2023 J jnl
OpenAGI: When LLM Meets Domain Experts.
CoRR
Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang
2023 — conf
Revealing pelvic structures in the presence of metal hip prostheses via non-circular CBCT orbits.
Image-Guided Procedures
Tess Reynolds, Yiqun Ma, Tianyu Wang, Kai Mei, Peter B. Noël, Grace J. Gang, J. Webster Stayman
2023 A* conf
UNICORN: A Unified Backdoor Trigger Inversion Framework.
ICLR
Zhenting Wang, Kai Mei, Juan Zhai, Shiqing Ma
2023 J jnl
UNICORN: A Unified Backdoor Trigger Inversion Framework.
CoRR
Zhenting Wang, Kai Mei, Juan Zhai, Shiqing Ma
2023 J jnl
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars.
CoRR
Wenyue Hua, Lizhou Fan, Lingyao Li, Kai Mei, Jianchao Ji, Yingqiang Ge, Libby Hemphill, Yongfeng Zhang
2022 J jnl
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach.
IEEE Trans. Cogn. Commun. Netw.
Jun Liu, Kai Mei, Xiaochen Zhang, Desmond C. McLernon, Dongtang Ma, Jibo Wei, Syed Ali Raza Zaidi
2022 J jnl
Iterative Joint Estimation Procedure of Channel and PDP for OFDM Systems.
Entropy
Ruixuan He, Xiaoran Liu, Kai Mei, Guangwei Gong, Jun Xiong, Jibo Wei
2022 B conf
Opening the Black Box of Deep Neural Networks in Physical Layer Communication.
WCNC
Jun Liu, Haitao Zhao, Dongtang Ma, Kai Mei, Jibo Wei
2022 A* conf
Rethinking the Reverse-engineering of Trojan Triggers.
NeurIPS
Zhenting Wang, Kai Mei, Hailun Ding, Juan Zhai, Shiqing Ma
2022 J jnl
Rethinking the Reverse-engineering of Trojan Triggers.
CoRR
Zhenting Wang, Kai Mei, Hailun Ding, Juan Zhai, Shiqing Ma
2022 J jnl
Theoretical Analysis of Deep Neural Networks in Physical Layer Communication.
CoRR
Jun Liu, Haitao Zhao, Dongtang Ma, Kai Mei, Jibo Wei
2022 J jnl
Theoretical Analysis of Deep Neural Networks in Physical Layer Communication.
IEEE Trans. Commun.
Jun Liu, Haitao Zhao, Dongtang Ma, Kai Mei, Jibo Wei
2021 J jnl
A Low Complexity Learning-Based Channel Estimation for OFDM Systems With Online Training.
IEEE Trans. Commun.
Kai Mei, Jun Liu, Xiaoying Zhang, Kuo Cao, Nandana Rajatheva, Jibo Wei
2021 J jnl
Detecting Crowdsourced Test Report Consistency for Mobile Apps with Deep Image Understanding and Text Analysis.
CoRR
Shengcheng Yu, Chunrong Fang, Kai Mei, Yexiao Yun, Zhenfei Cao, Zhihao Cao, Zhenyu Chen
2021 J jnl
LMMSE channel estimation for OFDM systems with channel correlation function selection.
IET Commun.
Kai Mei, Jun Liu, Xiaoran Liu, Jun Xiong, Xiaoying Zhang, Jibo Wei
2021 J jnl
Opening the Black Box of Deep Neural Networks in Physical Layer Communication.
CoRR
Jun Liu, Kai Mei, Dongtang Ma, Jibo Wei
2021 J jnl
Performance Analysis on Machine Learning-Based Channel Estimation.
IEEE Trans. Commun.
Kai Mei, Jun Liu, Xiaochen Zhang, Nandana Rajatheva, Jibo Wei
2020 J jnl
6G White Paper on Machine Learning in Wireless Communication Networks.
CoRR
Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick, Thi My Chinh Chu, Ijaz Ahmad, Jyrki Huusko, Jaakko Suutala, Shubhangi Bhadauria, Vimal Bhatia, Rangeet Mitra, SaiDhiraj Amuru, Robert Abbas, Baohua Shao, Michele Capobianco, Guanghui Yu, Maëlick Claes, Teemu Karvonen, Mingzhe Chen, Maksym A. Girnyk, Hassan Malik
2020 J jnl
Fine Timing and Frequency Synchronization for MIMO-OFDM: An Extreme Learning Approach.
CoRR
Jun Liu, Kai Mei, Xiaochen Zhang, Desmond C. McLernon, Dongtang Ma, Jibo Wei, Syed Ali Raza Zaidi
2019 J jnl
Machine Learning Based Channel Estimation: A Computational Approach for Universal Channel Conditions.
CoRR
Kai Mei, Jun Liu, Xiaochen Zhang, Jibo Wei
2019 J jnl
Model Classification-and-Selection Assisted Robust Receiver for OFDM Systems.
IEEE Access
Xiaoying Zhang, Kai Mei, Xiaoran Liu, Lei Zhang, Jibo Wei
2019 J jnl
Online Extreme Learning Machine-Based Channel Estimation and Equalization for OFDM Systems.
IEEE Commun. Lett.
Jun Liu, Kai Mei, Xiaochen Zhang, Dongtang Ma, Jibo Wei
2018 J jnl
Deep Neural Network Aided Scenario Identification in Wireless Multi-path Fading Channels.
CoRR
Jun Liu, Kai Mei, Dongtang Ma, Jibo Wei
2018 J jnl
High-precision timing and frequency synchronization method for MIMO-OFDM systems in double-selective channels.
CoRR
Jun Liu, Kai Mei, Xiaochen Zhang, Xiaoying Zhang, Dongtang Ma, Jibo Wei
2018 J jnl
The Odor Characterizations and Reproductions in Machine Olfactions: A Review.
Sensors
Tengteng Wen, Dehan Luo, Jiafeng He, Kai Mei
2016 — conf
Effect of low-dose CT and iterative reconstruction on trabecular bone microstructure assessment.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Felix K. Kopp, Thomas Baum, Radin A. Nasirudin, Kai Mei, Eduardo Grande Garcia, Rainer Burgkart, Ernst J. Rummeny, Jan S. Bauer, Peter B. Noël