PPaperPicks

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

DBLP profile ↗ORCID 0000-0002-6685-7950 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Wenqi Shao
×30
Yu Qiao
×20
Kaipeng Zhang
×17
Yao Mu
×11
Chongjian Ge
×9
Mengkang Hu
×9
Sheng Jin
×8
Chen Qian
×8
Wentao Liu
×8
Mingyu Ding
×8
Shoufa Chen
×7
Quanfeng Lu
×7

Papers

  1. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
    ACL 2026 ·
    Bo Lv
    ,
    Jingbo Sun
    ,
    Jianwei Lv
    ,
    Chen Tang
    ,
    Shaojie Zhang
    ,
    Nayu Liu
    ,
    Guoxin Yu
    ,
    Zihao Li
    ,
    Qichao Zhang
    ,
    Dongbin Zhao
    , Ping Luo,
    Yue Yu
  2. FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
    AAAI 2026 ·
    Shilong Zhang
    ,
    Wenbo Li
    ,
    Shoufa Chen
    ,
    Chongjian Ge
    ,
    Peize Sun
    ,
    Yifu Zhang
    ,
    Yi Jiang
    ,
    Zehuan Yuan
    ,
    Bingyue Peng
    , Ping Luo
  3. Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers
    AAAI 2026 ·
    Sida Huang
    ,
    Siqi Huang
    , Ping Luo,
    Hongyuan Zhang
  4. R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios
    AAAI 2026 ·
    Lu Zhu
    ,
    Tiantian Geng
    ,
    Yangye Chen
    ,
    Teng Wang
    , Ping Luo,
    Feng Zheng
  5. TVWorld: Foundations for Remote-Control TV Agents
    ACL 2026 ·
    Zhantao Ma
    ,
    Quanfeng Lu
    ,
    Shuai Zhong
    ,
    Dahai Yu
    , Ping Luo,
    Michael Ng
  6. AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
    SIGKDD 2025 ·
    Mengkang Hu
    ,
    Pu Zhao
    ,
    Can Xu
    ,
    Qingfeng Sun
    ,
    Jian-Guang Lou
    ,
    Qingwei Lin
    , Ping Luo,
    Saravan Rajmohan
  7. AnalogCoder: Analog Circuit Design via Training-Free Code Generation
    AAAI 2025 ·
    Yao Lai
    ,
    Sungyoung Lee
    ,
    Guojin Chen
    ,
    Souradip Poddar
    ,
    Mengkang Hu
    ,
    David Z. Pan
    , Ping Luo
  8. AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks
    AAAI 2025 ·
    Zekang Yang
    ,
    Wang Zeng
    ,
    Sheng Jin
    ,
    Chen Qian
    , Ping Luo,
    Wentao Liu
  9. BOOD: Boundary-based Out-Of-Distribution Data Generation
    ICML 2025 ·
    Qilin Liao
    ,
    Shuo Yang
    ,
    Bo Zhao
    , Ping Luo,
    Hengshuang Zhao
  10. CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians
    CVPR 2025 ·
    Chongjian Ge
    ,
    Chenfeng Xu
    ,
    Yuanfeng Ji
    ,
    Chensheng Peng
    ,
    Masayoshi Tomizuka
    , Ping Luo,
    Mingyu Ding
    ,
    Varun Jampani
    ,
    Wei Zhan
  11. DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation
    CVPR 2025 ·
    Zhixuan Liang
    ,
    Yao Mu
    ,
    Yixiao Wang
    ,
    Tianxing Chen
    ,
    Wenqi Shao
    ,
    Wei Zhan
    ,
    Masayoshi Tomizuka
    , Ping Luo,
    Mingyu Ding
  12. DiffusionMat: Alpha Matting as Deterministic Sequential Refinement Learning
    ACM MM 2025 ·
    Yangyang Xu
    ,
    Shengfeng He
    ,
    Wenqi Shao
    ,
    Yong Du
    ,
    Kwan-Yee K. Wong
    ,
    Yu Qiao
    ,
    Jun Yu
    , Ping Luo
  13. Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
    ICLR 2025 ·
    Yue Yang
    ,
    Shuibo Zhang
    ,
    Kaipeng Zhang
    ,
    Yi Bin
    ,
    Yu Wang
    , Ping Luo,
    Wenqi Shao
  14. Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-Time Open-Vocabulary Object Detection
    ICCV 2025 ·
    Yehao Lu
    ,
    Minghe Weng
    ,
    Zekang Xiao
    ,
    Rui Jiang
    ,
    Wei Su
    ,
    Guangcong Zheng
    , Ping Luo,
    Xi Li
  15. EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
    ACL 2025 ·
    Mengzhao Chen
    ,
    Wenqi Shao
    ,
    Peng Xu
    ,
    Jiahao Wang
    ,
    Peng Gao
    ,
    Kaipeng Zhang
    , Ping Luo
  16. End-to-End Autonomous Driving Through V2X Cooperation
    AAAI 2025 ·
    Haibao Yu
    ,
    Wenxian Yang
    ,
    Jiaru Zhong
    ,
    Zhenwei Yang
    ,
    Siqi Fan
    , Ping Luo,
    Zaiqing Nie
  17. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
    NeurIPS 2025 ·
    Jin Wang
    ,
    Yao Lai
    ,
    Aoxue Li
    ,
    Shifeng Zhang
    ,
    Jiacheng Sun
    ,
    Ning Kang
    ,
    Chengyue Wu
    ,
    Zhenguo Li
    , Ping Luo
  18. G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation
    CVPR 2025 ·
    Tianxing Chen
    ,
    Yao Mu
    ,
    Zhixuan Liang
    ,
    Zanxin Chen
    ,
    Shijia Peng
    ,
    Qiangyu Chen
    ,
    Mingkun Xu
    ,
    Ruizhen Hu
    ,
    Hongyuan Zhang
    ,
    Xuelong Li
    , Ping Luo
  19. GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
    ICCV 2025 ·
    Quanfeng Lu
    ,
    Wenqi Shao
    ,
    Zitao Liu
    ,
    Lingxiao Du
    ,
    Fanqing Meng
    ,
    Boxuan Li
    ,
    Botong Chen
    ,
    Siyuan Huang
    ,
    Kaipeng Zhang
    , Ping Luo
  20. Goku: Flow Based Video Generative Foundation Models
    CVPR 2025 ·
    Shoufa Chen
    ,
    Chongjian Ge
    ,
    Yuqi Zhang
    ,
    Yida Zhang
    ,
    Fengda Zhu
    ,
    Hao Yang
    ,
    Hongxiang Hao
    ,
    Hui Wu
    ,
    Zhichao Lai
    ,
    Yifei Hu
    ,
    Ting-Che Lin
    ,
    Shilong Zhang
    ,
    Fu Li
    ,
    Chuan Li
    ,
    Xing Wang
    ,
    Yanghua Peng
    ,
    Peize Sun
    , Ping Luo,
    Yi Jiang
    ,
    Zehuan Yuan
    ,
    Bingyue Peng
    ,
    Xiaobing Liu
  21. HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
    ACL 2025 ·
    Mengkang Hu
    ,
    Tianxing Chen
    ,
    Qiguang Chen
    ,
    Yao Mu
    ,
    Wenqi Shao
    , Ping Luo
  22. IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
    ICLR 2025 ·
    Yatai Ji
    ,
    Shilong Zhang
    ,
    Jie Wu
    ,
    Peize Sun
    ,
    Weifeng Chen
    ,
    Xuefeng Xiao
    ,
    Sidi Yang
    ,
    Yujiu Yang
    , Ping Luo
  23. Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
    CVPR 2025 ·
    Chengyue Wu
    ,
    Xiaokang Chen
    ,
    Zhiyu Wu
    ,
    Yiyang Ma
    ,
    Xingchao Liu
    ,
    Zizheng Pan
    ,
    Wen Liu
    ,
    Zhenda Xie
    ,
    Xingkai Yu
    ,
    Chong Ruan
    , Ping Luo
  24. JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data
    CVPR 2025 ·
    Runjian Chen
    ,
    Wenqi Shao
    ,
    Bo Zhang
    ,
    Shaoshuai Shi
    ,
    Li Jiang
    , Ping Luo
  25. Learning Humanoid Locomotion with Perceptive Internal Model
    ICRA 2025 ·
    Junfeng Long
    ,
    Junli Ren
    ,
    Moji Shi
    ,
    Zirui Wang
    ,
    Tao Huang
    , Ping Luo,
    Jiangmiao Pang
  26. LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
    ICCV 2025 ·
    Jiahao Wang
    ,
    Ning Kang
    ,
    Lewei Yao
    ,
    Mengzhao Chen
    ,
    Chengyue Wu
    ,
    Songyang Zhang
    ,
    Shuchen Xue
    ,
    Yong Liu
    ,
    Taiqiang Wu
    ,
    Xihui Liu
    ,
    Kaipeng Zhang
    ,
    Shifeng Zhang
    ,
    Wenqi Shao
    ,
    Zhenguo Li
    , Ping Luo
  27. MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
    ICLR 2025 ·
    Fanqing Meng
    ,
    Jin Wang
    ,
    Chuanhao Li
    ,
    Quanfeng Lu
    ,
    Hao Tian
    ,
    Tianshuo Yang
    ,
    Jiaqi Liao
    ,
    Xizhou Zhu
    ,
    Jifeng Dai
    ,
    Yu Qiao
    , Ping Luo,
    Kaipeng Zhang
    ,
    Wenqi Shao
  28. MangaNinja: Line Art Colorization with Precise Reference Following
    CVPR 2025 ·
    Zhiheng Liu
    ,
    Ka Leong Cheng
    ,
    Xi Chen
    ,
    Jie Xiao
    ,
    Hao Ouyang
    ,
    Kai Zhu
    ,
    Yu Liu
    ,
    Yujun Shen
    ,
    Qifeng Chen
    , Ping Luo
  29. NADER: Neural Architecture Design via Multi-Agent Collaboration
    CVPR 2025 ·
    Zekang Yang
    ,
    Wang Zeng
    ,
    Sheng Jin
    ,
    Chen Qian
    , Ping Luo,
    Wentao Liu
  30. OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
    NeurIPS 2025 ·
    Mengkang Hu
    ,
    Yuhang Zhou
    ,
    Wendong Fan
    ,
    Yuzhou Nie
    ,
    Ziyu Ye
    ,
    Bowei Xia
    ,
    Tao Sun
    ,
    Zhaoxuan Jin
    ,
    Yingru Li
    ,
    Zeyu Zhang
    ,
    Yifeng Wang
    ,
    Qianshuo Ye
    ,
    Bernard Ghanem
    , Ping Luo,
    Guohao Li
  31. OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
    NeurIPS 2025 ·
    Junting Chen
    ,
    Haotian Liang
    ,
    Lingxiao Du
    ,
    Weiyun Wang
    ,
    Mengkang Hu
    ,
    Yao Mu
    ,
    Wenhai Wang
    ,
    Jifeng Dai
    , Ping Luo,
    Wenqi Shao
    ,
    Lin Shao
  32. Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots
    NAACL 2025 ·
    Chengyue Wu
    ,
    Zhixuan Liang
    ,
    Yixiao Ge
    ,
    Qiushan Guo
    ,
    Zeyu Lu
    ,
    Jiahao Wang
    ,
    Ying Shan
    , Ping Luo
  33. Prompt-A-Video: Prompt your Video Diffusion Model via Preference-Aligned LLM
    ICCV 2025 ·
    Yatai Ji
    ,
    Jiacheng Zhang
    ,
    Jie Wu
    ,
    Shilong Zhang
    ,
    Shoufa Chen
    ,
    Chongjian Ge
    ,
    Peize Sun
    ,
    Weifeng Chen
    ,
    Wenqi Shao
    ,
    Xuefeng Xiao
    ,
    Weilin Huang
    , Ping Luo
  34. Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition
    ICCV 2025 ·
    Ruiyang Hao
    ,
    Haibao Yu
    ,
    Jiaru Zhong
    ,
    Chuanye Wang
    ,
    Jiahao Wang
    ,
    Yiming Kan
    ,
    Wenxian Yang
    ,
    Siqi Fan
    ,
    Huilin Yin
    ,
    Jianing Qiu
    ,
    Yao Mu
    ,
    Jiankai Sun
    ,
    Li Chen
    ,
    Walter Zimmer
    ,
    Dandan Zhang
    ,
    Shanghang Zhang
    ,
    Mac Schwager
    , Ping Luo,
    Zaiqing Nie
  35. RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins
    CVPR 2025 ·
    Yao Mu
    ,
    Tianxing Chen
    ,
    Zanxin Chen
    ,
    Shijia Peng
    ,
    Zhiqian Lan
    ,
    Zeyu Gao
    ,
    Zhixuan Liang
    ,
    Qiaojun Yu
    ,
    Yude Zou
    ,
    Mingkun Xu
    ,
    Lunkai Lin
    ,
    Zhiqiang Xie
    ,
    Mingyu Ding
    , Ping Luo
  36. SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
    ICLR 2025 ·
    Yuqi Lin
    ,
    Hengjia Li
    ,
    Wenqi Shao
    ,
    Zheng Yang
    ,
    Jun Zhao
    ,
    Xiaofei He
    , Ping Luo,
    Kaipeng Zhang
  37. SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
    NeurIPS 2025 ·
    Bo Lv
    ,
    Nayu Liu
    ,
    Chen Tang
    ,
    Xin Liu
    ,
    Yue Yu
    , Ping Luo
  38. TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
    NeurIPS 2025 ·
    Runjian Chen
    ,
    Hyoungseob Park
    ,
    Bo Zhang
    ,
    Wenqi Shao
    , Ping Luo,
    Alex Wong
  39. Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
    ACL 2025 ·
    Mengkang Hu
    ,
    Tianxing Chen
    ,
    Yude Zou
    ,
    Yuheng Lei
    ,
    Qiguang Chen
    ,
    Ming Li
    ,
    Yao Mu
    ,
    Hongyuan Zhang
    ,
    Wenqi Shao
    , Ping Luo
  40. Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation
    ICML 2025 ·
    Fanqing Meng
    ,
    Jiaqi Liao
    ,
    Xinyu Tan
    ,
    Quanfeng Lu
    ,
    Wenqi Shao
    ,
    Kaipeng Zhang
    ,
    Yu Cheng
    ,
    Dianqi Li
    , Ping Luo
  41. Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling
    CVPR 2025 ·
    Haopeng Sun
    ,
    Yingwei Zhang
    ,
    Lumin Xu
    ,
    Sheng Jin
    , Ping Luo,
    Chen Qian
    ,
    Wentao Liu
    ,
    Yiqiang Chen
  42. Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
    ACL 2025 ·
    Bo Lv
    ,
    Nayu Liu
    ,
    Yang Shen
    ,
    Xin Liu
    , Ping Luo,
    Yue Yu
  43. WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
    NeurIPS 2025 ·
    Zhiheng Liu
    ,
    Xueqing Deng
    ,
    Shoufa Chen
    ,
    Angtian Wang
    ,
    Qiushan Guo
    ,
    Mingfei Han
    ,
    Zeyue Xue
    ,
    Mengzhao Chen
    , Ping Luo,
    Linjie Yang
  44. BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
    ICLR 2024 ·
    Peng Xu
    ,
    Wenqi Shao
    ,
    Mengzhao Chen
    ,
    Shitao Tang
    ,
    Kaipeng Zhang
    ,
    Peng Gao
    ,
    Fengwei An
    ,
    Yu Qiao
    , Ping Luo
  45. Cached Transformers: Improving Transformers with Differentiable Memory Cachde
    AAAI 2024 ·
    Zhaoyang Zhang
    ,
    Wenqi Shao
    ,
    Yixiao Ge
    ,
    Xiaogang Wang
    ,
    Jinwei Gu
    , Ping Luo
  46. ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning
    ACL 2024 ·
    Fanqing Meng
    ,
    Wenqi Shao
    ,
    Quanfeng Lu
    ,
    Peng Gao
    ,
    Kaipeng Zhang
    ,
    Yu Qiao
    , Ping Luo
  47. Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
    NeurIPS 2024 ·
    Qingwen Bu
    ,
    Jia Zeng
    ,
    Li Chen
    ,
    Yanchao Yang
    ,
    Guyue Zhou
    ,
    Junchi Yan
    , Ping Luo,
    Heming Cui
    ,
    Yi Ma
    ,
    Hongyang Li
  48. ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models
    NeurIPS 2024 ·
    Shuo Liu
    ,
    Kaining Ying
    ,
    Hao Zhang
    ,
    Yue Yang
    ,
    Yuqi Lin
    ,
    Tianle Zhang
    ,
    Chuanhao Li
    ,
    Yu Qiao
    , Ping Luo,
    Wenqi Shao
    ,
    Kaipeng Zhang
  49. DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving
    AAAI 2024 ·
    Tianqi Wang
    ,
    Sukmin Kim
    ,
    Wenxuan Ji
    ,
    Enze Xie
    ,
    Chongjian Ge
    ,
    Junsong Chen
    ,
    Zhenguo Li
    , Ping Luo
  50. DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model
    CVPR 2024 ·
    Lirui Zhao
    ,
    Yue Yang
    ,
    Kaipeng Zhang
    ,
    Wenqi Shao
    ,
    Yuxin Zhang
    ,
    Yu Qiao
    , Ping Luo,
    Rongrong Ji
  51. DriveLM: Driving with Graph Visual Question Answering
    ECCV 2024 ·
    Chonghao Sima
    ,
    Katrin Renz
    ,
    Kashyap Chitta
    ,
    Li Chen
    ,
    Hanxue Zhang
    ,
    Chengen Xie
    ,
    Jens Beißwenger
    , Ping Luo,
    Andreas Geiger
    ,
    Hongyang Li
  52. GKGNet: Group K-Nearest Neighbor Based Graph Convolutional Network for Multi-label Image Recognition
    ECCV 2024 ·
    Ruijie Yao
    ,
    Sheng Jin
    ,
    Lumin Xu
    ,
    Wang Zeng
    ,
    Wentao Liu
    ,
    Chen Qian
    , Ping Luo,
    Ji Wu
  53. GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest
    ECCV 2024 ·
    Shilong Zhang
    ,
    Peize Sun
    ,
    Shoufa Chen
    ,
    Min Xiao
    ,
    Wenqi Shao
    ,
    Wenwei Zhang
    ,
    Yu Liu
    ,
    Kai Chen
    , Ping Luo
  54. GenTron: Diffusion Transformers for Image and Video Generation
    CVPR 2024 ·
    Shoufa Chen
    ,
    Mengmeng Xu
    ,
    Jiawei Ren
    ,
    Yuren Cong
    ,
    Sen He
    ,
    Yanping Xie
    ,
    Animesh Sinha
    , Ping Luo,
    Tao Xiang
    ,
    Juan-Manuel Pérez-Rúa
  55. Generalized Predictive Model for Autonomous Driving
    CVPR 2024 ·
    Jiazhi Yang
    ,
    Shenyuan Gao
    ,
    Yihang Qiu
    ,
    Li Chen
    ,
    Tianyu Li
    ,
    Bo Dai
    ,
    Kashyap Chitta
    ,
    Penghao Wu
    ,
    Jia Zeng
    , Ping Luo,
    Jun Zhang
    ,
    Andreas Geiger
    ,
    Yu Qiao
    ,
    Hongyang Li
  56. Intern VL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
    CVPR 2024 ·
    Zhe Chen
    ,
    Jiannan Wu
    ,
    Wenhai Wang
    ,
    Weijie Su
    ,
    Guo Chen
    ,
    Sen Xing
    ,
    Muyan Zhong
    ,
    Qinglong Zhang
    ,
    Xizhou Zhu
    ,
    Lewei Lu
    ,
    Bin Li
    , Ping Luo,
    Tong Lu
    ,
    Yu Qiao
    ,
    Jifeng Dai
  57. InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
    ICLR 2024 ·
    Yi Wang
    ,
    Yinan He
    ,
    Yizhuo Li
    ,
    Kunchang Li
    ,
    Jiashuo Yu
    ,
    Xin Ma
    ,
    Xinhao Li
    ,
    Guo Chen
    ,
    Xinyuan Chen
    ,
    Yaohui Wang
    , Ping Luo,
    Ziwei Liu
    ,
    Yali Wang
    ,
    Limin Wang
    ,
    Yu Qiao
  58. LLaMA Pro: Progressive LLaMA with Block Expansion
    ACL 2024 ·
    Chengyue Wu
    ,
    Yukang Gan
    ,
    Yixiao Ge
    ,
    Zeyu Lu
    ,
    Jiahao Wang
    ,
    Ye Feng
    ,
    Ying Shan
    , Ping Luo
  59. Large Language Models as Automated Aligners for benchmarking Vision-Language Models
    ICLR 2024 ·
    Yuanfeng Ji
    ,
    Chongjian Ge
    ,
    Weikai Kong
    ,
    Enze Xie
    ,
    Zhengying Liu
    ,
    Zhenguo Li
    , Ping Luo
  60. Learning Manipulation by Predicting Interaction
    RSS 2024 ·
    Jia Zeng
    ,
    Qingwen Bu
    ,
    Bangjun Wang
    ,
    Wenke Xia
    ,
    Li Chen
    ,
    Hao Dong
    ,
    Haoming Song
    ,
    Dong Wang
    ,
    Di Hu
    , Ping Luo,
    Heming Cui
    ,
    Bin Zhao
    ,
    Xuelong Li
    ,
    Yu Qiao
    ,
    Hongyang Li
  61. MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
    ICML 2024 ·
    Kaining Ying
    ,
    Fanqing Meng
    ,
    Jin Wang
    ,
    Zhiqian Li
    ,
    Han Lin
    ,
    Yue Yang
    ,
    Hao Zhang
    ,
    Wenbo Zhang
    ,
    Yuqi Lin
    ,
    Shuo Liu
    ,
    Jiayi Lei
    ,
    Quanfeng Lu
    ,
    Runjian Chen
    ,
    Peng Xu
    ,
    Renrui Zhang
    ,
    Haozhe Zhang
    ,
    Peng Gao
    ,
    Yali Wang
    ,
    Yu Qiao
    , Ping Luo,
    Kaipeng Zhang
    ,
    Wenqi Shao
  62. Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
    ICML 2024 ·
    Shuo Yang
    ,
    Zhe Cao
    ,
    Sheng Guo
    ,
    Ruiheng Zhang
    , Ping Luo,
    Shengping Zhang
    ,
    Liqiang Nie
  63. MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
    NeurIPS 2024 ·
    Jie Zhu
    ,
    Yixiong Chen
    ,
    Mingyu Ding
    , Ping Luo,
    Leye Wang
    ,
    Jingdong Wang
  64. Needle In A Multimodal Haystack
    NeurIPS 2024 ·
    Weiyun Wang
    ,
    Shuibo Zhang
    ,
    Yiming Ren
    ,
    Yuchen Duan
    ,
    Tiantong Li
    ,
    Shuo Liu
    ,
    Mengkang Hu
    ,
    Zhe Chen
    ,
    Kaipeng Zhang
    ,
    Lewei Lu
    ,
    Xizhou Zhu
    , Ping Luo,
    Yu Qiao
    ,
    Jifeng Dai
    ,
    Wenqi Shao
    ,
    Wenhai Wang
  65. OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM
    CVPR 2024 ·
    Yutao Hu
    ,
    Tianbin Li
    ,
    Quanfeng Lu
    ,
    Wenqi Shao
    ,
    Junjun He
    ,
    Yu Qiao
    , Ping Luo
  66. OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
    ICLR 2024 ·
    Wenqi Shao
    ,
    Mengzhao Chen
    ,
    Zhaoyang Zhang
    ,
    Peng Xu
    ,
    Lirui Zhao
    ,
    Zhiqian Li
    ,
    Kaipeng Zhang
    ,
    Peng Gao
    ,
    Yu Qiao
    , Ping Luo
  67. PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
    ECCV 2024 ·
    Junsong Chen
    ,
    Chongjian Ge
    ,
    Enze Xie
    ,
    Yue Wu
    ,
    Lewei Yao
    ,
    Xiaozhe Ren
    ,
    Zhongdao Wang
    , Ping Luo,
    Huchuan Lu
    ,
    Zhenguo Li
  68. PROGRAM: PROtotype GRAph Model based Pseudo-Label Learning for Test-Time Adaptation
    ICLR 2024 ·
    Haopeng Sun
    ,
    Lumin Xu
    ,
    Sheng Jin
    , Ping Luo,
    Chen Qian
    ,
    Wentao Liu
  69. PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
    ICLR 2024 ·
    Junsong Chen
    ,
    Jincheng Yu
    ,
    Chongjian Ge
    ,
    Lewei Yao
    ,
    Enze Xie
    ,
    Zhongdao Wang
    ,
    James T. Kwok
    , Ping Luo,
    Huchuan Lu
    ,
    Zhenguo Li
  70. Position: Towards Implicit Prompt For Text-To-Image Models
    ICML 2024 ·
    Yue Yang
    ,
    Yuqi Lin
    ,
    Hong Liu
    ,
    Wenqi Shao
    ,
    Runjian Chen
    ,
    Hailong Shang
    ,
    Yu Wang
    ,
    Yu Qiao
    ,
    Kaipeng Zhang
    , Ping Luo
  71. RegionGPT: Towards Region Understanding Vision Language Model
    CVPR 2024 ·
    Qiushan Guo
    ,
    Shalini De Mello
    ,
    Hongxu Yin
    ,
    Wonmin Byeon
    ,
    Ka Chun Cheung
    ,
    Yizhou Yu
    , Ping Luo,
    Sifei Liu
  72. Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
    NeurIPS 2024 ·
    Tianle Zhang
    ,
    Langtian Ma
    ,
    Yuchen Yan
    ,
    Yuchen Zhang
    ,
    Yue Yang
    ,
    Ziyao Guo
    ,
    Wenqi Shao
    ,
    Kai Wang
    ,
    Yang You
    ,
    Yu Qiao
    , Ping Luo,
    Kaipeng Zhang
  73. RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
    ICML 2024 ·
    Yao Mu
    ,
    Junting Chen
    ,
    Qinglong Zhang
    ,
    Shoufa Chen
    ,
    Qiaojun Yu
    ,
    Chongjian Ge
    ,
    Runjian Chen
    ,
    Zhixuan Liang
    ,
    Mengkang Hu
    ,
    Chaofan Tao
    ,
    Peize Sun
    ,
    Haibao Yu
    ,
    Chao Yang
    ,
    Wenqi Shao
    ,
    Wenhai Wang
    ,
    Jifeng Dai
    ,
    Yu Qiao
    ,
    Mingyu Ding
    , Ping Luo
  74. RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins (Early Version)
    ECCV 2024 ·
    Yao Mu
    ,
    Tianxing Chen
    ,
    Shijia Peng
    ,
    Zanxin Chen
    ,
    Zeyu Gao
    ,
    Yude Zou
    ,
    Lunkai Lin
    ,
    Zhiqiang Xie
    , Ping Luo
  75. Scalable and Effective Arithmetic Tree Generation for Adder and Multiplier Designs
    NeurIPS 2024 ·
    Yao Lai
    ,
    Jinxin Liu
    ,
    David Z. Pan
    , Ping Luo
  76. Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
    NeurIPS 2024 ·
    Chaofan Tao
    ,
    Qian Liu
    ,
    Longxu Dou
    ,
    Niklas Muennighoff
    ,
    Zhongwei Wan
    , Ping Luo,
    Min Lin
    ,
    Ngai Wong
  77. SearchLVLMs: A Plug-and-Play Framework for Augmenting Large Vision-Language Models by Searching Up-to-Date Internet Knowledge
    NeurIPS 2024 ·
    Chuanhao Li
    ,
    Zhen Li
    ,
    Chenchen Jing
    ,
    Shuo Liu
    ,
    Wenqi Shao
    ,
    Yuwei Wu
    , Ping Luo,
    Yu Qiao
    ,
    Kaipeng Zhang
  78. Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
    ECCV 2024 ·
    Jianhao Li
    ,
    Tianyu Sun
    ,
    Zhongdao Wang
    ,
    Enze Xie
    ,
    Bailan Feng
    ,
    Hongbo Zhang
    ,
    Ze Yuan
    ,
    Ke Xu
    ,
    Jiaheng Liu
    , Ping Luo
  79. SkillDiffuser: Interpretable Hierarchical Planning via Skill Abstractions in Diffusion-Based Task Execution
    CVPR 2024 ·
    Zhixuan Liang
    ,
    Yao Mu
    ,
    Hengbo Ma
    ,
    Masayoshi Tomizuka
    ,
    Mingyu Ding
    , Ping Luo
  80. Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
    ICLR 2024 ·
    Mengkang Hu
    ,
    Yao Mu
    ,
    Xinmiao Yu
    ,
    Mingyu Ding
    ,
    Shiguang Wu
    ,
    Wenqi Shao
    ,
    Qiguang Chen
    ,
    Bin Wang
    ,
    Yu Qiao
    , Ping Luo
  81. UniFS: Universal Few-Shot Instance Perception with Point Representations
    ECCV 2024 ·
    Sheng Jin
    ,
    Ruijie Yao
    ,
    Lumin Xu
    ,
    Wentao Liu
    ,
    Chen Qian
    ,
    Ji Wu
    , Ping Luo
  82. VDT: General-purpose Video Diffusion Transformers via Mask Modeling
    ICLR 2024 ·
    Haoyu Lu
    ,
    Guoxing Yang
    ,
    Nanyi Fei
    ,
    Yuqi Huo
    ,
    Zhiwu Lu
    , Ping Luo,
    Mingyu Ding
  83. VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
    NeurIPS 2024 ·
    Jiannan Wu
    ,
    Muyan Zhong
    ,
    Sen Xing
    ,
    Zeqiang Lai
    ,
    Zhaoyang Liu
    ,
    Zhe Chen
    ,
    Wenhai Wang
    ,
    Xizhou Zhu
    ,
    Lewei Lu
    ,
    Tong Lu
    , Ping Luo,
    Yu Qiao
    ,
    Jifeng Dai
  84. When Pedestrian Detection Meets Multi-modal Learning: Generalist Model and Benchmark Dataset
    ECCV 2024 ·
    Yi Zhang
    ,
    Wang Zeng
    ,
    Sheng Jin
    ,
    Chen Qian
    , Ping Luo,
    Wentao Liu
  85. You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-person Multi-task Human-Centric Perception
    ECCV 2024 ·
    Sheng Jin
    ,
    Shuhuai Li
    ,
    Tong Li
    ,
    Wentao Liu
    ,
    Chen Qian
    , Ping Luo