Rui Meng
- VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
2024/10/07 by Ziyan Jiang, Rui Meng, Jiang, Ziyan +9 · 44 citations
Computer Science · #Multimodal Machine Learning Applications
- PaperBanana: Automating Academic Illustration for AI Scientists
2026/01/30 by Dawei Zhu, Rui Meng, Yale Song +4 · 10 voices · 1 citation
#cs.CL #cs.CV
- Deep Keyphrase Generation
2017/04/23 by Rui Meng, Meng, Rui, Sanqiang Zhao +9 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval
2024/11/19 by Ye Liu, Rui Meng, Liu, Ye +11 · 10 citations
Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research
- Event-Triggered Control for Nonlinear Uncertain Systems via a Prescribed-Time Approach
2023/02/10 by Pengju Ning, Changchun Hua, Kuo Li +1 · 3 citations
Engineering · #Adaptive Control of Nonlinear Systems #Stability and Control of Uncertain Systems #Advanced Control Systems Optimization
- Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
2025/05/16 by Raghuveer Thirukovalluru, Thirukovalluru, Raghuveer, Rui Meng +17 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Machine Learning and Data Classification
- Latent Semantic Diffusion-based Channel Adaptive De-Noising SemCom for Future 6G Systems
2023/04/19 by Bingxuan Xu, Rui Meng, Xu, Bingxuan +9 · 3 citations
Computer Science · Engineering · #Advanced Data and IoT Technologies #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
- A Survey of Machine Learning-based Physical-Layer Authentication in Wireless Communications
2024/11/15 by Rui Meng, Bingxuan Xu, Meng, Rui +13 · 5 citations
Computer Science · Engineering · Social Sciences · #Asian Culture and Media Studies #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
- SkillOS: Learning Skill Curation for Self-Evolving Agents
2026/05/07 by Siru Ouyang, Jun Yan, Yanfei Chen +13 · 2 voices · 2 citations
Computer Science · #cs.AI #cs.CL
- Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini
2026/05/26 by Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang +86 · 3 voices
#cs.CV
- A Survey of Secure Semantic Communications
2025/01/01 by Rui Meng, Meng, Rui, Song Gao +23 · 7 citations
Decision Sciences · #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
2024/06/10 by Yujee Song, Dong-Hyun Lee, Song, Yujee +5 · 2 citations
Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation
2024/10/07 by Yuelyu Ji, Ji, Yuelyu, Zhuochun Li +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
2024/11/24 by Lifu Tu, Rui Meng, Tu, Lifu +7 · 1 voice · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Generative Diffusion Models for Wireless Networks: Fundamental, Architecture, and State-of-the-Art
2025/07/22 by Rui Meng, Fan, Dayu, Xiaodong Xu +20 · 11 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Millimeter-Wave Propagation and Modeling
- Universal Retrieval for Multimodal Trajectory Modeling
2025/06/27 by Xuan Zhang, Zhang, Xuan, Ziyan Jiang +13 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation
- Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
2025/12/18 by Junbo Li, Li, Junbo, Peng Zhou +9 · 2 citations
Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
2025/09/30 by Y. F. Chen, Chen, Yongchao, J.-C. CHEN +14 · 3 citations
Computer Science · Engineering · #Software Testing and Debugging Techniques #Real-time simulation and control systems #Software System Performance and Reliability
- Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
2025/10/10 by Xuan Lü, Lu, Xuan, Huang, Haohang +8 · 3 citations
Computer Science · #Information Retrieval and Search Behavior #Expert finding and Q&A systems #Topic Modeling
- Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
2024/10/31 by Jianqun Zhou, Zhou, Jianqun, Yueyang Zheng +13 · 1 citation
Computer Science · Psychology · #Educational Strategies and Epistemologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
- Generative AI for Physical-Layer Authentication
2025/04/25 by Rui Meng, Meng, Rui, Xiqi Cheng +15 · 2 citations
Computer Science · #Biometric Identification and Security #Digital Media Forensic Detection #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering
2025/03/29 by Yuelyu Ji, Rui Meng, Ji, Yuelyu +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Why Does Feedback-Augmented Self-Distillation Fail to Improve Retrieval-Interleaved Search Agents?
2026/07/20 by Fan Yang, Rui Meng, Yuxin Wen
#cs.AI