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Liu, Ye

  1. FOLIO: Natural Language Reasoning with First-Order Logic
    2022/09/02 by Simeng Han, Han, Simeng, Hailey Schoelkopf +58 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  2. UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection
    2022/03/23 by Ye Liu, Siyuan Li, Liu, Ye +9 · 21 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  3. MMKG: Multi-Modal Knowledge Graphs
    2019/03/13 by Liu, Ye, Li, Hui, Garcia-Duran, Alberto +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. LMs: Understanding Code Syntax and Semantics for Code Analysis
    2023/05/20 by Ma, Wei, Liu, Shangqing, Lin, Zhihao +7 · 12 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  5. E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
    2024/09/26 by Liu, Ye, Ma, Zongyang, Qi, Zhongang +3 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
    2025/03/17 by Liu, Ye, Lin, Kevin Qinghong, Chen, Chang Wen +1 · 26 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
    2023/04/18 by Zheng Lian, Haiyang Sun, Lian, Zheng +27 · 10 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  8. R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding
    2024/03/31 by Liu, Ye, He, Jixuan, Li, Wanhua +4 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs
    2024/07/23 by Kil, Jihyung, Mai, Zheda, Lee, Justin +6 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning
    2020/09/26 by Liu, Ye, Wan, Yao, He, Lifang +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Symbolic Computation (cs.SC)
  11. JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
    2024/10/31 by Tong Niu, Shafiq Joty, Niu, Tong +9 · 13 citations
    Computer Science · #Topic Modeling
  12. From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data
    2021/08/06 by Ye Liu, Lei Zhu, Liu, Ye +13 · 4 citations
    Computer Science · #Image Enhancement Techniques #Video Surveillance and Tracking Methods #Advanced Image Processing Techniques
  13. Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack
    2022/03/10 by Liu Ye, Liu, Ye, Yaya Cheng +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. 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
  15. Discrete Point-wise Attack Is Not Enough: Generalized Manifold Adversarial Attack for Face Recognition
    2022/12/19 by Qian Li, Yuxiao Hu, Li, Qian +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  16. Automated Invariant Generation for Solidity Smart Contracts
    2024/01/01 by Ye Liu, Chengxuan Zhang, Liu, Ye +2 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE) #Software Engineering Research
  17. Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
    2024/10/05 by Zhenwen Liang, Liang, Zhenwen, Ye Liu +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
  18. VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
    2025/07/07 by Meng, Rui, Jiang, Ziyan, Liu, Ye +10 · 18 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images
    2021/11/22 by Liu, Ye, Li, Huifang, Hu, Chao +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. ACFIX: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts
    2024/03/11 by Zhang, Lyuye, Li, Kaixuan, Sun, Kairan +4 · 5 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  21. DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
    2023/07/19 by Zhang, Jianguo, Qian, Kun, Liu, Zhiwei +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models
    2023/09/29 by Ni, Ansong, Yin, Pengcheng, Zhao, Yilun +11 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  23. Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT
    2021/09/07 by Liu Ye, Liu, Ye, Wolfgang Maier +5 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  24. 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
  25. Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation
    2023/09/24 by Yang, Yijun, Aviles-Rivero, Angelica I., Fu, Huazhu +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Can Large Language Models Serve as Evaluators for Code Summarization?
    2024/12/02 by Yang Wu, Wu, Yang, Yao Wan +14 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  27. SweRank: Software Issue Localization with Code Ranking
    2025/05/07 by Reddy, Revanth Gangi, Suresh, Tarun, Doo, JaeHyeok +7 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Software Engineering (cs.SE)
  28. Timestamps as Prompts for Geography-Aware Location Recommendation
    2023/04/09 by Yan Luo, Haoyi Duan, Luo, Yan +5 · 2 citations
    Social Sciences · Computer Science · #Human Mobility and Location-Based Analysis #Recommender Systems and Techniques #Data Management and Algorithms
  29. Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models
    2025/08/04 by Linan Yue, Yue, Linan, Yichao Du +19 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  30. Fine-Grained Urban Flow Inference
    2020/02/05 by Ouyang, Kun, Liang, Yuxuan, Liu, Ye +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  31. A Survey on Video Temporal Grounding with Multimodal Large Language Model
    2025/08/07 by Wu, Jianlong, Liu, Wei, Liu, Ye +4 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Dense Hierarchical Retrieval for Open-Domain Question Answering
    2021/10/28 by Liu, Ye, Hashimoto, Kazuma, Zhou, Yingbo +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  33. HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization
    2021/10/12 by Liu, Ye, Zhang, Jian-Guo, Wan, Yao +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
    2024/10/28 by Mengke Li, Ye Liu, Li, Mengke +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #CCD and CMOS Imaging Sensors #Image Processing Techniques and Applications
  35. P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
    2024/10/11 by Han, Simeng, Yu, Aaron, Shen, Rui +13 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
    2024/10/13 by Wang Fei, Wang, Fei, Li Shen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  37. OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting
    2024/10/10 by Liu, Xukai, Liu, Ye, Zhang, Kai +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
    2025/09/22 by Ye Liu, Zongyang Ma, Liu, Ye +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  39. Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?
    2023/08/24 by Wang, Fei, Ding, Liang, Rao, Jun +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  40. Understanding Concurrent Transmissions: The Impact of Carrier Frequency Offset and RF Interference on Physical Layer Performance
    2023/04/01 by Baddeley, Michael, Boano, Carlo Alberto, Escobar-Molero, Antonio +7 · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  41. XGen-7B Technical Report
    2023/09/07 by Nijkamp, Erik, Xie, Tian, Hayashi, Hiroaki +22 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. A Comprehensive Study of Governance Issues in Decentralized Finance Applications
    2023/11/02 by Ma, Wei, Zhu, Chenguang, Liu, Ye +2 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  43. Investigating Answerability of LLMs for Long-Form Question Answering
    2023/09/15 by Bhat, Meghana Moorthy, Meng, Rui, Liu, Ye +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
    2023/12/17 by Wenting Zhao, Zhao, Wenting, Liu Ye +17 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  45. CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks
    2023/10/23 by Nguyen, Hoang H., Liu, Ye, Zhang, Chenwei +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
    2023/10/31 by Wenting Zhao, Ye Liu, Zhao, Wenting +13 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  47. Detecting Various DeFi Price Manipulations with LLM Reasoning
    2025/02/17 by Zhong, Juantao, Wu, Daoyuan, Liu, Ye +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  48. Symmetry group based domain decomposition to enhance physics-informed neural networks for solving partial differential equations
    2024/04/29 by Liu, Ye, Li, Jie-Ying, Zhang, Li-Sheng +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  49. Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection
    2024/07/12 by Ye Liu, Jiajun Zhu, Liu, Ye +12 · 1 citation
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Spam and Phishing Detection #Advanced Malware Detection Techniques
  50. Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models
    2024/07/25 by Haoyu Tang, Ye Liu, Tang, Haoyu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  51. Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
    2025/06/01 by Gu, Jiawei, Xian, Ziting, Xie, Yuanzhen +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. Towards Secure Program Partitioning for Smart Contracts with LLM's In-Context Learning
    2025/02/20 by Liu, Ye, Niu, Yuqing, Ma, Chengyan +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  53. Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion
    2024/12/19 by He, Jixuan, Li, Wanhua, Liu, Ye +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences