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Liu, Yuhan

  1. DroidSpeak: KV Cache Sharing for Cross-LLM Communication and Multi-LLM Serving
    2024/11/05 by Yuhan Liu, Liu, Yuhan, Yuyang Huang +21 · 7 voices · 11 citations
    Computer Science · #Service-Oriented Architecture and Web Services #Network Security and Intrusion Detection
  2. From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models
    2023/05/15 by Shangbin Feng, Chan Young Park, Feng, Shangbin +5 · 57 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  3. CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving
    2023/10/11 by Liu, Yuhan, Li, Hanchen, Cheng, Yihua +11 · 57 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  4. CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion
    2024/05/26 by Jiayi Yao, Yao, Jiayi, Hanchen Li +15 · 60 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  5. Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration
    2024/06/22 by Shangbin Feng, Feng, Shangbin, Taylor Sorensen +11 · 35 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  6. AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning
    2021/02/02 by Yuhan Liu, Saurabh Agarwal, Liu, Yuhan +3 · 9 citations
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Machine Learning and Data Classification
  7. TwiBot-22: Towards Graph-Based Twitter Bot Detection
    2022/06/09 by Feng, Shangbin, Tan, Zhaoxuan, Wan, Herun +19 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  8. Interactive Inference under Information Constraints
    2020/07/21 by Acharya, Jayadev, Canonne, Clément L., Liu, Yuhan +2 · 8 citations
    #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Statistics Theory (math.ST)
  9. OpenRooms: An End-to-End Open Framework for Photorealistic Indoor Scene Datasets
    2020/07/25 by Li, Zhengqin, Yu, Ting-Wei, Sang, Shen +14 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
    2025/02/15 by Song, Zirui, Bin Yan, Yuhan Liu +10 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  11. Autoregressive Action Sequence Learning for Robotic Manipulation
    2024/10/04 by Xinyu Zhang, Zhang, Xinyu, Yuhan Liu +7 · 13 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics (cs.RO)
  12. Tidal surface states as fingerprints of non-Hermitian nodal knot metals
    2018/12/03 by Zhang, Xiao, Li, Guangjie, Liu, Yuhan +3 · 4 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mathematical Physics (math-ph) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Other Condensed Matter (cond-mat.other) #Quantum Physics (quant-ph)
  13. BotMoE: Twitter Bot Detection with Community-Aware Mixtures of Modal-Specific Experts
    2023/04/13 by Yuhan Liu, Liu, Yuhan, Zhaoxuan Tan +9 · 5 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  14. The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
    2025/05/13 by Liu, Yuhan, Liu, Yuxuan, Zhang, Xiaoqing +2 · 13 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  15. Understanding Human Intervention in the Platform Economy: A case study of an indie food delivery service
    2023/03/06 by Samantha Dalal, Ngan Chiem, Dalal, Samantha +7 · 4 citations
    Business, Management and Accounting · Social Sciences · #Digital Marketing and Social Media #Digital Platforms and Economics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Sharing Economy and Platforms
  16. GRACE: Loss-Resilient Real-Time Video through Neural Codecs
    2023/05/21 by Yihua Cheng, Ziyi Zhang, Cheng, Yihua +16 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia (cs.MM) #Networking and Internet Architecture (cs.NI) #Video Coding and Compression Technologies
  17. LMCache: An Efficient KV Cache Layer for Enterprise-Scale LLM Inference
    2025/10/08 by Yuhan Liu, Yihua Cheng, Liu, Yuhan +19 · 20 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Topic Modeling
  18. A3VLM: Actionable Articulation-Aware Vision Language Model
    2024/06/11 by Siyuan Huang, Huang, Siyuan, Haonan Chang +13 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications #Robotics (cs.RO) #Speech and dialogue systems
  19. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    2025/01/07 by Xiaoqing Zhang, Zhang, Xiaoqing, Ang Lv +14 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Pauli measurements are not optimal for single-copy tomography
    2025/02/25 by Jayadev Acharya, Abhilash Dharmavarapu, Acharya, Jayadev +5 · 9 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced X-ray and CT Imaging #Atomic and Subatomic Physics Research #Computational Complexity (cs.CC) #E.4 #F.2.0 #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #Information Theory (cs.IT) #Quantum Physics (quant-ph)
  21. The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
    2024/10/24 by Yuhan Liu, Liu, Yuhan, Zirui Song +8 · 5 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  22. SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing
    2024/03/22 by Zhang, Xiaoqing, Liu, Yuhan, Wang, Jianzhou +3 · 3 citations
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  23. Discrete Distribution Estimation under User-level Local Differential Privacy
    2022/11/07 by Jayadev Acharya, Acharya, Jayadev, Yuhan Liu +3 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Probability and Risk Models #Vehicular Ad Hoc Networks (VANETs)
  24. Motion Blender Gaussian Splatting for Dynamic Scene Reconstruction
    2025/03/12 by Zhang, Xinyu, Chang, Haonan, Liu, Yuhan +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  25. Colin: A Multimodal Human-AI Co-Creation Storytelling System To Support Children's Multi-Level Narrative Skills
    2024/05/10 by Lyumanshan Ye, Ye, Lyumanshan, Jiandong Jiang +9 · 3 citations
    Health Professions · #Digital Storytelling and Education #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  26. Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
    2023/10/02 by Wenxuan Ding, Ding, Wenxuan, Shangbin Feng +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  27. A Large-scale Time-aware Agents Simulation for Influencer Selection in Digital Advertising Campaigns
    2024/11/02 by Xiaoqing Zhang, Xiuying Chen, Zhang, Xiaoqing +9 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Digital Marketing and Social Media #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  28. Detect Everything with Few Examples
    2023/09/22 by Xinyu Zhang, Zhang, Xinyu, Liu, Yuhan +4 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques
  29. Learning discrete distributions: user vs item-level privacy
    2020/07/27 by Yuhan Liu, Liu, Yuhan, Ananda Theertha Suresh +7 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
  30. Quantum state testing with restricted measurements
    2024/08/30 by Yuhan Liu, Liu, Yuhan, Jayadev Acharya +1 · 3 citations
    Computer Science · Physics and Astronomy · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
  31. Auto-calibration Method Using Stop Signs for Urban Autonomous Driving Applications
    2020/10/14 by Han, Yunhai, Liu, Yuhan, Paz, David +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  32. Accelerating Deep Learning Inference via Learned Caches
    2021/01/18 by Balasubramanian, Arjun, Kumar, Adarsh, Liu, Yuhan +3 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
  33. EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety
    2025/04/13 by Qiu, Jiahao, He, Yinghui, Juan, Xinzhe +7 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  34. NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
    2025/04/14 by Yuqian Fu, Fu, Yuqian, Xingyu Qiu +117 · 8 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  35. DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning
    2024/06/04 by Yixuan Liu, Liu, Yixuan, Li Xiong +9 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
  36. Physics-Guided State-Space Model Augmentation Using Weighted Regularized Neural Networks
    2024/05/16 by Yuhan Liu, Roland Tóth, Liu, Yuhan +3 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #FOS: Electrical engineering #Fault Detection and Control Systems #Model Reduction and Neural Networks #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
  37. Algorithms for bounding contribution for histogram estimation under user-level privacy
    2022/06/07 by Yuhan Liu, Ananda Theertha Suresh, Liu, Yuhan +7 · 1 citation
    Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
  38. Human Behavior Recognition Method Based on CEEMD-ES Radar Selection
    2022/06/06 by Zhang, Zhaolin, Song, Mingqi, Meng, Wugang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  39. Learning For Predictive Control: A Dual Gaussian Process Approach
    2022/11/07 by Yuhan Liu, Liu, Yuhan, Pengyu Wang +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Gene Regulatory Network Analysis #Systems and Control (eess.SY) #electronic engineering #information engineering
  40. Learning Continuous Control Policies for Information-Theoretic Active Perception
    2022/09/26 by Yang, Pengzhi, Liu, Yuhan, Koga, Shumon +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  41. Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents
    2025/05/14 by Hu, Botao Amber, Liu, Yuhan, Rong, Helena · 4 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  42. Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
    2025/04/28 by Zhang, Juntian, cheng, Chuanqi, Liu, Yuhan +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  43. User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal
    2025/07/30 by Yuhan Liu, Michael J. Q. Zhang, Liu, Yuhan +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  44. PolicyPulse: LLM-Synthesis Tool for Policy Researchers
    2025/05/29 by Wang, Maggie, Colby, Ella, Okwara, Jennifer +3 · 3 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  45. P3SUM: Preserving Author's Perspective in News Summarization with Diffusion Language Models
    2023/11/16 by Yuhan Liu, Liu, Yuhan, Shangbin Feng +11 · 1 citation
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  46. Parent Lindbladians for Matrix Product Density Operators
    2025/01/17 by Liu, Yuhan, Ruiz-de-Alarcón, Alberto, Styliaris, Georgios +3 · 2 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
  47. GPTFootprint: Increasing Consumer Awareness of the Environmental Impacts of LLMs
    2025/04/23 by Nora Graves, Graves, Nora, Vitus Larrieu +11 · 1 voice · 2 citations
    Business, Management and Accounting · Engineering · Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  48. Understanding Community-Level Blocklists in Decentralized Social Media
    2025/06/05 by Zhang, Owen Xingjian, Hwang, Sohyeon, Liu, Yuhan +2 · 2 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Social and Information Networks (cs.SI)
  49. Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
    2025/05/22 by Jin, Song, Zhang, Juntian, Liu, Yuhan +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. TS3IM: Unveiling Structural Similarity in Time Series through Image Similarity Assessment Insights
    2024/05/10 by Liu, Yuhan, Tu, Ke · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Agent-based Simulation for Online Mental Health Matching
    2023/03/20 by Yuhan Liu, Anna Fang, Liu, Yuhan +7 · 1 citation
    Social Sciences · Decision Sciences · Engineering · #Social Capital and Networks #demographic modeling and climate adaptation #ICT Impact and Policies
  52. AdaptCache: KV Cache Native Storage Hierarchy for Low-Delay and High-Quality Language Model Serving
    2025/08/28 by Shaoting Feng, Feng, Shaoting, Hanchen Li +19 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG) #Operating Systems (cs.OS) #Parallel Computing and Optimization Techniques
  53. Evaluating Fairness in Black-box Algorithmic Markets: A Case Study of Ride Sharing in Chicago
    2024/07/30 by Liu, Yuhan, Zheng, Yuhan, Zhang, Siyuan +1 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  54. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    2024/12/30 by Xiaoqing Zhang, Yuhan Liu, Zhang, Xiaoqing +9 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  55. EvoEmo: Towards Evolved Emotional Policies for Adversarial LLM Agents in Multi-Turn Price Negotiation
    2025/09/04 by Long, Yunbo, Xu, Liming, Beckenbauer, Lukas +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  56. The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation
    2025/03/27 by Liu, Yuhan, Zou, Yixiong, Li, Yuhua +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. Pauli Measurements Are Near-Optimal for Single-Qubit Tomography
    2025/07/29 by Acharya, Jayadev, Dharmavarapu, Abhilash, Liu, Yuhan +1 · 3 citations
    #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)