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Hong, Lanqing

  1. MagicDrive: Street View Generation with Diverse 3D Geometry Control
    2023/10/04 by Gao, Ruiyuan, Chen, Kai, Xie, Enze +4 · 52 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
    2023/12/18 by Jiahui Gao, Renjie Pi, Gao, Jiahui +19 · 34 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Text Readability and Simplification
  3. DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation
    2023/07/04 by Shentong Mo, Enze Xie, Mo, Shentong +11 · 24 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  4. Animate124: Animating One Image to 4D Dynamic Scene
    2023/11/24 by Yuyang Zhao, Zhao, Yuyang, Zhiwen Yan +9 · 26 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  5. Eyes Closed, Safety On: Protecting Multimodal LLMs via Image-to-Text Transformation
    2024/03/14 by Gou, Yunhao, Chen, Kai, Liu, Zhili +6 · 28 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. DDP: Diffusion Model for Dense Visual Prediction
    2023/03/30 by Yuanfeng Ji, Ji, Yuanfeng, Zhe Chen +15 · 19 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Image Retrieval and Classification Techniques
  7. CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving
    2022/03/15 by Li, Kaican, Chen, Kai, Wang, Haoyu +10 · 11 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  8. Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition
    2021/07/20 by Yifan Zhang, Bryan Hooi, Zhang, Yifan +5 · 9 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare
  9. GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
    2023/06/07 by Chen, Kai, Xie, Enze, Chen, Zhe +4 · 12 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
    2024/11/21 by Ruiyuan Gao, Kai Chen, Gao, Ruiyuan +9 · 22 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes
    2024/05/23 by Gao, Ruiyuan, Chen, Kai, Li, Zhihao +3 · 14 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases
    2024/04/16 by Kai Chen, Yanze Li, Chen, Kai +23 · 12 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  13. Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning
    2023/12/19 by Gou, Yunhao, Liu, Zhili, Chen, Kai +6 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference
    2024/06/25 by Erxin Yu, Yu, Erxin, Jing Li +11 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  15. ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement
    2025/04/02 by Runhui Huang, Chunwei Wang, Huang, Runhui +19 · 22 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  16. Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
    2025/05/08 by Yunxin Li, Zhenyu Liu, Li, Yunxin +40 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Speech and dialogue systems
  17. OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
    2021/06/07 by Nanyang Ye, Ye, Nanyang, Kaican Li +13 · 4 citations
    Computer Science · #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
  18. CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration
    2024/09/17 by Gao, Jiahui, Pi, Renjie, Han, Tianyang +5 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving
    2021/06/21 by Jianhua Han, Xiwen Liang, Han, Jianhua +19 · 4 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 #Video Surveillance and Tracking Methods
  20. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
    2024/09/26 by Kai Chen, Yunhao Gou, Chen, Kai +57 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  21. MetaAugment: Sample-Aware Data Augmentation Policy Learning
    2020/12/22 by Fengwei Zhou, Jiawei Li, Zhou, Fengwei +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  22. DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
    2024/03/20 by Yibo Wang, Wang, Yibo, Ruiyuan Gao +19 · 5 citations
    Computer Science · #Data Visualization and Analytics
  23. Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs
    2025/03/07 by Zhong, Yingji, Li, Zhihao, Chen, Dave Zhenyu +2 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models
    2023/08/15 by Ruiyuan Gao, Chenchen Zhao, Gao, Ruiyuan +5 · 3 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  25. How Well Does Self-Supervised Pre-Training Perform with Streaming Data?
    2021/04/25 by Hu, Dapeng, Yan, Shipeng, Lu, Qizhengqiu +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
    2023/10/16 by Chen, Kai, Wang, Chunwei, Yang, Kuo +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Adversarial Robustness for Unsupervised Domain Adaptation
    2021/09/02 by Muhammad Awais, Awais, Muhammad, Fengwei Zhou +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
    2020/10/16 by Fan Bao, Bao, Fan, Kun Xu +9 · 2 citations
    Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  29. G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
    2024/02/07 by Fan Wu, Wu, Fan, Jinling Gao +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Neural Networks and Applications
  30. DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction
    2022/09/14 by Kaichen Zhou, Lanqing Hong, Zhou, Kaichen +11 · 2 citations
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Remote Sensing and LiDAR Applications
  31. ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis
    2023/05/18 by Hu, Shoukang, Zhou, Kaichen, Li, Kaiyu +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation
    2023/04/19 by Chongjian Ge, Ge, Chongjian, Jun Song Chen +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  33. CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs
    2024/03/25 by Yingji Zhong, Lanqing Hong, Zhong, Yingji +5 · 2 citations
    Physics and Astronomy · Computer Science · Engineering · #Advanced X-ray Imaging Techniques #Optical measurement and interference techniques #Surface Roughness and Optical Measurements
  34. AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning
    2024/11/18 by Xiang, Kun, Liu, Zhili, Zhang, Terry Jingchen +12 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning
    2025/04/08 by X.T. Ding, Ding, Xinpeng, Kui Zhang +9 · 3 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  36. ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
    2022/12/14 by Zhu, Benjin, Wang, Zhe, Shi, Shaoshuai +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  37. Generative Negative Text Replay for Continual Vision-Language Pretraining
    2022/10/31 by Yan, Shipeng, Hong, Lanqing, Xu, Hang +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Mixed Autoencoder for Self-supervised Visual Representation Learning
    2023/03/30 by Kai Chen, Chen, Kai, Zhili Liu +9 · 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 #Image Enhancement Techniques #Machine Learning (cs.LG)
  39. Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts
    2023/05/15 by Zhao, Yuyang, Xie, Enze, Hong, Lanqing +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Fair-CDA: Continuous and Directional Augmentation for Group Fairness
    2023/04/01 by Rui Sun, Fengwei Zhou, Sun, Rui +15 · 1 citation
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  41. Robustness May be More Brittle than We Think under Different Degrees of Distribution Shifts
    2023/10/10 by Li, Kaican, Zhang, Yifan, Hong, Lanqing +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models
    2023/12/01 by Pengxiang Li, Li, Pengxiang, Kai Chen +14 · 1 citation
    Engineering · Computer Science · #Evacuation and Crowd Dynamics #Time Series Analysis and Forecasting #Target Tracking and Data Fusion in Sensor Networks
  43. Implicit Concept Removal of Diffusion Models
    2023/10/09 by Zhili Liu, Liu, Zhili, Kai Chen +15 · 1 citation
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Mathematics, Computing, and Information Processing
  44. Continual Learning by Modeling Intra-Class Variation
    2022/10/11 by Yu, Longhui, Hu, Tianyang, Hong, Lanqing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. Task-customized Masked AutoEncoder via Mixture of Cluster-conditional Experts
    2024/02/08 by Liu, Zhili, Chen, Kai, Han, Jianhua +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
    2025/12/21 by Li, Kaican, Yao, Lewei, Wu, Jiannan +7 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
    2024/05/01 by Zhili Liu, Liu, Zhili, Yunhao Gou +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning
    2025/05/28 by Yu, Erxin, Li, Jing, Liao, Ming +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  49. Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks
    2025/02/09 by He, Bowei, Yin, Lihao, Zhen, Hui-Ling +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. LLMs Can Evolve Continually on Modality for X-Modal Reasoning
    2024/10/26 by Jiazuo Yu, Yu, Jiazuo, Pengfei Zhang +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  51. Effective Black-Box Multi-Faceted Attacks Breach Vision Large Language Model Guardrails
    2025/02/09 by Yang, Yijun, Wang, Lichao, Yang, Xiao +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?
    2025/03/08 by Xiang, Kun, Liu, Zhili, Jiang, Zihao +13 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences