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Deng Cai

  1. Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph
    2017/07/01 by Cong Fu, Fu, Cong, Chao Xiang +5 · 49 citations
    Computer Science · #Data Management and Algorithms #Advanced Image and Video Retrieval Techniques #Web Data Mining and Analysis
  2. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
    2023/09/03 by Yue Zhang, Zhang, Yue, Yafu Li +28 · 94 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  3. Copy Is All You Need
    2023/07/13 by Tian Lan, Deng Cai, Yan Wang +2 · 1 voice · 2 citations
    #cs.CL #cs.AI
  4. 🧜Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models
    2025/01/01 by Yue Zhang, Yafu Li, Leyang Cui +15 · 1 voice · 87 citations
    Computer Science · #Computational Physics and Python Applications #Machine Learning in Healthcare
  5. PandaGPT: One Model To Instruction-Follow Them All
    2023/05/25 by Yixuan Su, Su, Yixuan, Lan, Tian +8 · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
    2024/06/14 by Cheng Yang, Yang, Cheng, Chufan Shi +25 · 30 citations
    Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  7. A Thorough Examination of Decoding Methods in the Era of LLMs
    2024/02/10 by Chufan Shi, Shi, Chufan, Haoran Yang +11 · 24 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
  8. Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
    2022/06/06 by Jin Xu, Xiaojiang Liu, Xu, Jin +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  9. Knowledge Fusion of Large Language Models
    2024/01/19 by Fanqi Wan, Wan, Fanqi, Xinting Huang +9 · 16 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  10. Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion
    2022/03/18 by Xiaopei Wu, Liang Peng, Wu, Xiaopei +13 · 9 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization
  11. From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning
    2024/09/03 by Wei Chen, Chen, Wei, Zhen Huang +21 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  12. Domain Adaptation for Semantic Segmentation with Maximum Squares Loss
    2019/09/30 by Minghao Chen, Chen, Minghao, Hongyang Xue +3 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  13. LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
    2024/03/18 by Yang Yang, Wang Wen, Yang, Yang +19 · 11 citations
    Computer Science · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  14. Model Compression and Efficient Inference for Large Language Models: A Survey
    2024/02/15 by Wenxiao Wang, Wang, Wenxiao, Wei Chen +15 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  15. GLBench: A Comprehensive Benchmark for Graph with Large Language Models
    2024/07/10 by Yuhan Li, Peisong Wang, Li, Yuhan +13 · 12 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
  16. On the Worst Prompt Performance of Large Language Models
    2024/06/08 by Bowen Cao, Cao, Bowen, Deng Cai +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  17. Learning Graph-Level Representation for Drug Discovery
    2017/09/12 by Junying Li, Li, Junying, Deng Cai +3 · 6 citations
    Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Advanced Graph Neural Networks
  18. RESA: Recurrent Feature-Shift Aggregator for Lane Detection
    2020/08/31 by Tu Zheng, Zheng, Tu, Hao Fang +11 · 4 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  19. Adversarial-Learned Loss for Domain Adaptation
    2020/01/04 by Minghao Chen, Chen, Minghao, Shuai Zhao +5 · 4 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Viral Infections and Vectors
  20. Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance
    2023/05/22 by Yue Zhang, Zhang, Yue, Leyang Cui +9 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection
    2023/08/18 by Junkai Xu, Xu, Junkai, Liang Peng +12 · 5 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  22. CLRNet: Cross Layer Refinement Network for Lane Detection
    2022/03/19 by Tu Zheng, Zheng, Tu, Yifei Huang +11 · 3 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
  23. Learning Occupancy for Monocular 3D Object Detection
    2023/05/25 by Liang Peng, Peng, Liang, Junkai Xu +14 · 3 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
  24. Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
    2024/05/23 by Chufan Shi, Shi, Chufan, Cheng Yang +15 · 4 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  25. Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
    2023/10/23 by Chufan Shi, Yixuan Su, Shi, Chufan +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
    2021/09/29 by Yixuan Su, Su, Yixuan, Lei Shu +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling
  27. InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation
    2025/04/02 by Bowen Cao, Cao, Bowen, Deng Cai +3 · 6 citations
    Computer Science · #Video Analysis and Summarization #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting
  28. TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training
    2023/12/20 by Yuqi Lin, Minghao Chen, Lin, Yuqi +17 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies #Topic Modeling
  29. Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
    2020/10/10 by Wenxiao Wang, Minghao Chen, Wang, Wenxiao +15 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  30. Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph
    2022/08/07 by Honghui Yang, Yang, Honghui, Zili Liu +10 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  31. Deep Rotation Equivariant Network
    2017/05/24 by Junying Li, Zichen Yang, Li, Junying +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Pose and Action Recognition
  32. Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
    2024/05/22 by Tingchen Fu, Deng Cai, Fu, Tingchen +7 · 3 citations
    Engineering · #ICT Impact and Policies
  33. Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
    2024/07/13 by Xiaopei Wu, Liang Peng, Wu, Xiaopei +15 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
  34. Retrieval is Accurate Generation
    2024/02/27 by Bowen Cao, Deng Cai, Cao, Bowen +11 · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Speech and dialogue systems
  35. COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning
    2019/06/25 by Wenxiao Wang, Wang, Wenxiao, Cong Fu +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  36. Graph Transformer for Graph-to-Sequence Learning
    2019/11/18 by Deng Cai, Cai, Deng, Wai Lam +1 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  37. WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection
    2022/03/16 by Liang Peng, Senbo Yan, Peng, Liang +8 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques
  38. N-gram Is Back: Residual Learning of Neural Text Generation with n-gram Language Model
    2022/10/26 by Huayang Li, Li, Huayang, Deng Cai +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  39. Towards Efficient Adversarial Training on Vision Transformers
    2022/07/21 by Boxi Wu, Jindong Gu, Wu, Boxi +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  40. NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection
    2024/02/22 by Chenxi Huang, Yuenan Hou, Huang, Chenxi +13 · 1 citation
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation
    2024/07/13 by Xiaopei Wu, Yuenan Hou, Wu, Xiaopei +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  42. Controlling Thinking Speed in Reasoning Models
    2025/07/04 by Zhengkai Lin, Lin, Zhengkai, Zhihang Fu +15 · 4 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
  43. GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
    2025/06/12 by Zhang, Zhanwei, Kaiyuan Liu, Junjie Liu +12 · 2 citations
    Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
  44. Dial2Desc: End-to-end Dialogue Description Generation
    2018/11/01 by Haojie Pan, Pan, Haojie, Junpei Zhou +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  45. RePo: Language Models with Context Re-Positioning
    2025/12/16 by Huayang Li, Tianyu Zhao, Li, Huayang +5 · 2 voices
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  46. Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization
    2026/07/16 by Weiwen Xu, Jia Liu, Hou Pong Chan +4
    #cs.LG #cs.AI #cs.CL