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Yunpu Ma

  1. WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
    2024/08/28 by Yao Zhang, Zijian Ma, Zhang, Yao +9 · 27 citations
    Computer Science · #Mobile Agent-Based Network Management #Service-Oriented Architecture and Web Services #Cloud Computing and Resource Management
  2. LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
    2024/12/16 by Jinhe Bi, Yujun Wang, Bi, Jinhe +11 · 19 citations
    Computer Science · #Advanced Vision and Imaging #Hand Gesture Recognition Systems #Gaze Tracking and Assistive Technology
  3. Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
    2023/06/03 by Shuo Chen, Jindong Gu, Chen, Shuo +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. In-depth Analysis of Graph-based RAG in a Unified Framework
    2025/03/06 by Yingli Zhou, Zhou, Yingli, Yang Su +18 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  5. Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
    2023/09/19 by Yize Sun, Yunpu Ma, Sun, Yize +3 · 5 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Neural Networks and Reservoir Computing
  6. Temporal Knowledge Graph Forecasting with Neural ODE
    2021/01/13 by Zhen Han, Han, Zhen, Zifeng Ding +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Epigenetics and DNA Methylation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  7. CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process
    2025/05/19 by Jing Bi, Danqi Yan, Bi, Jinhe +19 · 16 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  8. TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
    2021/09/09 by Haohai Sun, Sun, Haohai, Jialun Zhong +7 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Topic Modeling #Bioinformatics and Genomic Networks
  9. VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
    2024/09/30 by Ruotong Liao, Liao, Ruotong, Max Erler +10 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  10. TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
    2021/12/15 by Yushan Liu, Yunpu Ma, Liu, Yushan +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  11. ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs
    2022/08/12 by Zifeng Ding, Ding, Zifeng, Zongyue Li +17 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  12. ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
    2025/06/17 by Yujun Wang, Wang, Yujun, Jing Bi +7 · 10 citations
    Computer Science · #68T45 #Advanced Data Compression Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topological and Geometric Data Analysis #cs.CL #cs.CV #msc:68T45
  13. zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
    2023/11/15 by Zifeng Ding, Ding, Zifeng, Heling Cai +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  14. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
    2025/05/20 by Mingyang Wang, Lukas Lange, Wang, Mingyang +9 · 6 citations
    Computer Science · #Natural Language Processing Techniques
  15. Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs
    2025/03/28 by Yuan He, Bailan He, Bin He +20 · 1 voice · 3 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Topic Modeling #Wikis in Education and Collaboration #cs.CL
  16. Improving LLM Reasoning through Interpretable Role-Playing Steering
    2025/06/09 by Anyi Wang, Dong Shu, Wang, Anyi +7 · 3 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Multi-Agent Systems and Negotiation
  17. PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model
    2024/11/12 by Yilun Liu, Liu, Yilun, Yunpu Ma +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
  18. Enhancing LLM Steering through Sparse Autoencoder-Based Vector Refinement
    2025/09/28 by Anyi Wang, Xuansheng Wu, Wang, Anyi +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  19. Contrastive Learning for Recommender System
    2021/01/05 by Zhuang Liu, Liu, Zhuang, Yunpu Ma +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Text and Document Classification Technologies
  20. WIDE: Boosting Adaptive LLM Inference via Token-level Dynamic Width Pruning
    2026/07/30 by Haozhe Hu, Hao Wu, Peiran Yin +3
    Computer Science · #cs.AI #cs.CL #cs.LG
  21. MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models
    2026/07/20 by Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov +3
    #cs.LG #cs.AI #cs.CL #cs.MA