Hongsheng Li
Professor
Works on computer vision, medical imaging and deep learning, including multimodal generative models.
Hongsheng Li's lab at CUHK works on vision-language & multimodal, computational imaging & photography and multimodal & grounded language. 179 papers since 2023, 8 at top venues, mostly IJCV and TPAMI. Applications close .
At a glance
- papers, 2023–2026
- 47/ year
- at T1 venues
- 4%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 39 papers2026 · T1 0 · collecting
- 59 papers2025 · T1 0
- 44 papers2024 · T1 3
- 37 papers2023 · T1 5
T1 venuesOtherVenues: IJCV, TPAMI, Nature Communications, SIGGRAPH
Research focuspaper titles that use each topic's words
- Vision-language & multimodal37 papers
- Multimodal & grounded language31 papers
- Computational imaging & photography2 papers
- medical imaging0 papers
- generative models0 papers
Paper list
From the lab homepage.
202639 papers
- Annual Meeting of the Association for Computational Linguistics (ACL) Findings TrackA3: Android Agent Arena for Mobile GUI Agents with Essential-State Procedural Evaluation (opens in a new tab)
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)AdapTok: Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space
- European Conference on Computer Vision (ECCV)AR-CoPO: Align Autoregressive Video Generation with Contrastive Policy Optimization (opens in a new tab)
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)ColaVLA: Leveraging Cognitive Latent Reasoning for Hierarchical Parallel Trajectory Planning in Autonomous Driving (opens in a new tab)
- International Conference on Learning Representations (ICLR)Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield (opens in a new tab)
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Findings TrackDraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation (opens in a new tab)
- International Conference on Learning Representations (ICLR)DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving (opens in a new tab)
- International Conference on Machine Learning (ICML)Edit-Based Refinement for Parallel Masked Diffusion Language Models
- Empirical Methods in Natural Language Processing (EMNLP) FindingsEfficient Diffusion Language Models: A Comprehensive Survey (opens in a new tab)
- International Conference on Learning Representations (ICLR)Factuality Matters: When Image Generation and Editing Meet Structured Visuals (opens in a new tab)
- International Conference on Learning Representations (ICLR)FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark (opens in a new tab)
- AAAI Conference on Artificial Intelligence (AAAI)From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
202559 papers
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
- Conference on Empirical Methods in Natural Language Processing (EMNLP)Alignment with Fill-In-the-Middle for Enhancing Code Generation (opens in a new tab)
- Annual Meeting of the Association for Computational Linguistics (ACL) Findings TrackAMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents (opens in a new tab)
- Conference on Neural Information Processing Systems (NeurIPS) Dataset & Benchmark TrackBLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices (opens in a new tab)
- International Conference on Computer Vision (ICCV)CameraCtrl II: Dynamic Scene Exploration via Camera-controlled Video Diffusion Models (opens in a new tab)
- International Conference on Learning Representations (ICLR)CameraCtrl: Enabling Camera Control for Text-to-Video Generation (opens in a new tab)
- International Conference on Computer Vision (ICCV)ConsistentCity: Semantic Flow-guided Occupancy DiT for Temporally Consistent Driving Scene Synthesis (opens in a new tab)
- Conference on Neural Information Processing Systems (NeurIPS)Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO (opens in a new tab)
- International Conference on Learning Representations (ICLR)Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Docopilot: Improving Multimodal Models for Document-Level Understanding
202444 papers
- Conference on Neural Information Processing Systems (NeurIPS)A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding (opens in a new tab)
- International Conference on Learning Representations (ICLR)ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process (opens in a new tab)
- European Conference on Computer Vision (ECCV)Any2Point: Empowering Any-modality Transformers for Efficient 3D Understanding (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft (opens in a new tab)
- European Conference on Computer Vision (ECCV)Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation (opens in a new tab)
- European Conference on Computer Vision (ECCV)BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events
- Conference on Neural Information Processing Systems (NeurIPS)Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control (opens in a new tab)
- Conference on Neural Information Processing Systems (NeurIPS)CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching (opens in a new tab)
- European Conference on Computer Vision (ECCV)Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models (opens in a new tab)
- European Conference on Computer Vision (ECCV)Delving Deep into Engagement Prediction of Short Videos
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications (opens in a new tab)
202337 papers
- IJCV (T1)3D Object Detection for Autonomous Driving: A Comprehensive Survey (opens in a new tab)
- T-PAMIA Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift (opens in a new tab)
- Conference on Neural Information Processing Systems (NeurIPS)A Unified Conditional Framework for Diffusion-based Image Restoration (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)Adaptive Zone-aware Hierarchical Planner for Vision-Language Navigation
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)ConQueR: Query Contrast Voxel-DETR for 3D Object Detection (opens in a new tab)
- Conference on Neural Information Processing Systems (NeurIPS)Context-TAP: Tracking Any Point Demands Spatial Context Features (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching (opens in a new tab)
- International Conference on Computer Vision (ICCV)Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object Detection
- International Conference on Computer Vision (ICCV)DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR)FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation (opens in a new tab)
- International Conference on Computer Vision (ICCV)Human Preference Score: Better Aligning Text-to-Image Models with Human Preference (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to CUHKFall 2027
Computer Science and Engineering MPhil/PhD
- Round
- HKPFS / main round
- Opens
- —
- GRE
- See program page
- English
- Interview in English
- Fee
- See program page
Not yet confirmed for this intake.
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