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Ping Luo

University of Hong Kong, Shanghai AI Laboratory, Department of Computer Science, Hong Kong

85 papers at tracked venues · 73 at CORE A* · active 2024–2026

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Venues

CVPR ×17NeurIPS ×15ICLR ×12ECCV ×9AAAI ×8ACL ×8ICML ×6ICCV ×5ACM MM ×1ICRA ×1NAACL ×1RSS ×1SIGKDD ×1

Frequent coauthors

Mengkang Hu
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Bo Lv
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Chengyue Wu
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Fanqing Meng
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Yao Mu
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Shilong Zhang
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Yao Lai
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Zekang Yang
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Zhixuan Liang
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Yue Yang
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Shoufa Chen
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Yatai Ji
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Papers

  1. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
    ACL 2026 ·
    Bo Lv
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  2. FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
    AAAI 2026 ·
    Shilong Zhang
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  3. Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers
    AAAI 2026 ·
    Sida Huang
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  4. R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios
    AAAI 2026 ·
    Lu Zhu
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  5. TVWorld: Foundations for Remote-Control TV Agents
    ACL 2026 ·
    Zhantao Ma
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  6. AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
    SIGKDD 2025 ·
    Mengkang Hu
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  7. AnalogCoder: Analog Circuit Design via Training-Free Code Generation
    AAAI 2025 ·
    Yao Lai
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  8. AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks
    AAAI 2025 ·
    Zekang Yang
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  9. BOOD: Boundary-based Out-Of-Distribution Data Generation
    ICML 2025 ·
    Qilin Liao
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  10. CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
    CVPR 2025 ·
    Chongjian Ge
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  11. DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation
    CVPR 2025 ·
    Zhixuan Liang
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  12. DiffusionMat: Alpha Matting as Deterministic Sequential Refinement Learning
    ACM MM 2025 ·
    Yangyang Xu
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  13. Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
    ICLR 2025 ·
    Yue Yang
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  14. Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-Time Open-Vocabulary Object Detection
    ICCV 2025 ·
    Yehao Lu
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  15. EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
    ACL 2025 ·
    Mengzhao Chen
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  16. End-to-End Autonomous Driving Through V2X Cooperation
    AAAI 2025 ·
    Haibao Yu
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  17. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
    NeurIPS 2025 ·
    Jin Wang
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  18. G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation
    CVPR 2025 ·
    Tianxing Chen
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  19. GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
    ICCV 2025 ·
    Quanfeng Lu
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  20. Goku: Flow Based Video Generative Foundation Models
    CVPR 2025 ·
    Shoufa Chen
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  21. HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
    ACL 2025 ·
    Mengkang Hu
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  22. IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
    ICLR 2025 ·
    Yatai Ji
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  23. Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
    CVPR 2025 ·
    Chengyue Wu
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  24. JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data
    CVPR 2025 ·
    Runjian Chen
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  25. Learning Humanoid Locomotion with Perceptive Internal Model
    ICRA 2025 ·
    Junfeng Long
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  26. LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
    ICCV 2025 ·
    Jiahao Wang
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  27. MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
    ICLR 2025 ·
    Fanqing Meng
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  28. MangaNinja: Line Art Colorization with Precise Reference Following
    CVPR 2025 ·
    Zhiheng Liu
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  29. NADER: Neural Architecture Design via Multi-Agent Collaboration
    CVPR 2025 ·
    Zekang Yang
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  30. OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
    NeurIPS 2025 ·
    Mengkang Hu
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  31. OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
    NeurIPS 2025 ·
    Junting Chen
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  32. Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots
    NAACL 2025 ·
    Chengyue Wu
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  33. Prompt-A-Video: Prompt your Video Diffusion Model via Preference-Aligned LLM
    ICCV 2025 ·
    Yatai Ji
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  34. Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition
    ICCV 2025 ·
    Ruiyang Hao
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  35. RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins
    CVPR 2025 ·
    Yao Mu
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  36. SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
    ICLR 2025 ·
    Yuqi Lin
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  37. SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
    NeurIPS 2025 ·
    Bo Lv
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  38. TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
    NeurIPS 2025 ·
    Runjian Chen
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  39. Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
    ACL 2025 ·
    Mengkang Hu
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  40. Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
    ICML 2025 ·
    Fanqing Meng
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  41. Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling
    CVPR 2025 ·
    Haopeng Sun
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  42. Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
    ACL 2025 ·
    Bo Lv
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  43. WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
    NeurIPS 2025 ·
    Zhiheng Liu
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  44. BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
    ICLR 2024 ·
    Peng Xu
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  45. Cached Transformers: Improving Transformers with Differentiable Memory Cachde
    AAAI 2024 ·
    Zhaoyang Zhang
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  46. ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning
    ACL 2024 ·
    Fanqing Meng
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  47. Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
    NeurIPS 2024 ·
    Qingwen Bu
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  48. ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
    NeurIPS 2024 ·
    Shuo Liu
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  49. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
    AAAI 2024 ·
    Tianqi Wang
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  50. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
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  51. DriveLM: Driving with Graph Visual Question Answering
    ECCV 2024 ·
    Chonghao Sima
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  52. GKGNet: Group K-Nearest Neighbor Based Graph Convolutional Network for Multi-label Image Recognition
    ECCV 2024 ·
    Ruijie Yao
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  53. GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest
    ECCV 2024 ·
    Shilong Zhang
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  54. GenTron: Diffusion Transformers for Image and Video Generation
    CVPR 2024 ·
    Shoufa Chen
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  55. Generalized Predictive Model for Autonomous Driving
    CVPR 2024 ·
    Jiazhi Yang
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  56. Intern VL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
    CVPR 2024 ·
    Zhe Chen
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  57. InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
    ICLR 2024 ·
    Yi Wang
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  58. LLaMA Pro: Progressive LLaMA with Block Expansion
    ACL 2024 ·
    Chengyue Wu
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  59. Large Language Models as Automated Aligners for benchmarking Vision-Language Models
    ICLR 2024 ·
    Yuanfeng Ji
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  60. Learning Manipulation by Predicting Interaction
    RSS 2024 ·
    Jia Zeng
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  61. MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
    ICML 2024 ·
    Kaining Ying
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  62. Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
    ICML 2024 ·
    Shuo Yang
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  63. MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
    NeurIPS 2024 ·
    Jie Zhu
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  64. Needle In A Multimodal Haystack
    NeurIPS 2024 ·
    Weiyun Wang
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  65. OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
    CVPR 2024 ·
    Yutao Hu
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  66. OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
    ICLR 2024 ·
    Wenqi Shao
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  67. PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
    ECCV 2024 ·
    Junsong Chen
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  68. PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation
    ICLR 2024 ·
    Haopeng Sun
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  69. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
    ICLR 2024 ·
    Junsong Chen
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  70. Position: Towards Implicit Prompt For Text-To-Image Models
    ICML 2024 ·
    Yue Yang
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  71. RegionGPT: Towards Region Understanding Vision Language Model
    CVPR 2024 ·
    Qiushan Guo
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  72. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 ·
    Tianle Zhang
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  73. RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
    ICML 2024 ·
    Yao Mu
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  74. RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins (Early Version)
    ECCV 2024 ·
    Yao Mu
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  75. Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
    NeurIPS 2024 ·
    Yao Lai
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  76. Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
    NeurIPS 2024 ·
    Chaofan Tao
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  77. SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
    NeurIPS 2024 ·
    Chuanhao Li
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  78. Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
    ECCV 2024 ·
    Jianhao Li
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  79. SkillDiffuser: Interpretable Hierarchical Planning via Skill Abstractions in Diffusion-Based Task Execution
    CVPR 2024 ·
    Zhixuan Liang
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  80. Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
    ICLR 2024 ·
    Mengkang Hu
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  81. UniFS: Universal Few-Shot Instance Perception with Point Representations
    ECCV 2024 ·
    Sheng Jin
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  82. VDT: General-purpose Video Diffusion Transformers via Mask Modeling
    ICLR 2024 ·
    Haoyu Lu
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  83. VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
    NeurIPS 2024 ·
    Jiannan Wu
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  84. When Pedestrian Detection Meets Multi-modal Learning: Generalist Model and Benchmark Dataset
    ECCV 2024 ·
    Yi Zhang
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  85. You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-person Multi-task Human-Centric Perception
    ECCV 2024 ·
    Sheng Jin
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