PPaperPicks

Lei Zhang

Hong Kong Polytechnic University, Department of Computing

59 papers at tracked venues · 46 at CORE A* · active 2024–2026

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Venues

NeurIPS ×14ECCV ×12CVPR ×11AAAI ×5ICCV ×5ICLR ×5SIGMOD ×3ACM MM ×2ACL ×1MICCAI ×1

Frequent coauthors

Guowen Zhang
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Rongyuan Wu
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Du Chen
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Minghan Li
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Zhengqiang Zhang
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Jie Liang
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Zhiyuan Ma
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Ruibin Li
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Ruihuang Li
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Minheng Ni
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Tianhe Wu
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Yabin Zhang
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Papers

  1. A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code
    ACL 2026 ·
    Keke Lian
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  2. AlignCVC: Aligning Cross-View Consistency for Single-Image-to-3D Generation
    AAAI 2026 ·
    Xinyue Liang
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  3. BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection
    AAAI 2026 ·
    Guowen Zhang
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  4. Fast Multi-view Consistent 3D Editing with Video Priors
    AAAI 2026 ·
    Liyi Chen
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  5. NebulaSQL: A Large-scale Feature Computation System for Online Recommendation
    SIGMOD 2026 ·
    Zichao Zhang
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  6. BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
    NeurIPS 2025 ·
    Lishen Qu
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  7. DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing
    NeurIPS 2025 ·
    Chenxi Xie
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  8. DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
    NeurIPS 2025 ·
    Rongyuan Wu
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  9. FiVE-Bench: A Fine-Grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models
    ICCV 2025 ·
    Minghan Li
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  10. Fine-Structure Preserved Real-World Image Super-Resolution Via Transfer Vae Training
    ICCV 2025 ·
    Qiaosi Yi
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  11. FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
    ICLR 2025 ·
    Zhengqiang Zhang
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  12. GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation
    NeurIPS 2025 ·
    Zhengqiang Zhang
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  13. Generalized and Efficient 2D Gaussian Splatting for Arbitrary-Scale Super-Resolution
    ICCV 2025 ·
    Du Chen
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  14. InsViE-1M: Effective Instruction-Based Video Editing with Elaborate Dataset Construction
    ICCV 2025 ·
    Yuhui Wu
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  15. InstructRestore: Region-Customized Image Restoration with Human Instructions
    NeurIPS 2025 ·
    Shuaizheng Liu
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  16. Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving
    ICCV 2025 ·
    Zixian Guo
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  17. Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection
    ACM MM 2025 ·
    Wenjie Zhu
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  18. LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
    ICLR 2025 ·
    Fangxun Shu
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  19. MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
    AAAI 2025 ·
    Wanggui He
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  20. MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
    NeurIPS 2025 ·
    Bowen Dong
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  21. NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
    CVPR 2025 ·
    Jie Liang
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  22. One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
    NeurIPS 2025 ·
    Yujing Sun
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  23. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
    NeurIPS 2025 ·
    Weifeng Lin
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  24. Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach
    CVPR 2025 ·
    Lingchen Sun
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  25. Polyline Path Masked Attention for Vision Transformer
    NeurIPS 2025 ·
    Zhongchen Zhao
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  26. Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
    CVPR 2025 ·
    Zhiyuan Ma
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  27. RORem: Training a Robust Object Remover with Human-in-the-Loop
    CVPR 2025 ·
    Ruibin Li
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  28. Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
    NeurIPS 2025 ·
    Yuyang Yu
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  29. Reliable and Private Utility Signaling for Data Markets
    SIGMOD 2025 ·
    Li Peng
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  30. Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
    ICLR 2025 ·
    Chaodong Xiao
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  31. SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing
    AAAI 2025 ·
    Ruihuang Li
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  32. Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
    CVPR 2025 ·
    Du Chen
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  33. Toward Generalizing Visual Brain Decoding to Unseen Subjects
    ICLR 2025 ·
    Xiangtao Kong
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  34. Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
    ICLR 2025 ·
    Minheng Ni
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  35. VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
    NeurIPS 2025 ·
    Tianhe Wu
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  36. A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
    ECCV 2024 ·
    Tianhe Wu
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  37. Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding
    ECCV 2024 ·
    Ruihuang Li
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  38. Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
    CVPR 2024 ·
    Yabin Zhang
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  39. General Geometry-Aware Weakly Supervised 3D Object Detection
    ECCV 2024 ·
    Guowen Zhang
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  40. LAPT: Label-Driven Automated Prompt Tuning for OOD Detection with Vision-Language Models
    ECCV 2024 ·
    Yabin Zhang
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  41. LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning
    MICCAI 2024 ·
    Wei Huang
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  42. Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory
    SIGMOD 2024 ·
    Xiaochen Li
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  43. MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation
    ECCV 2024 ·
    Yuxiang Wei
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  44. NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
    CVPR 2024 ·
    Jie Liang
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  45. Neural Super-Resolution for Real-Time Rendering with Radiance Demodulation
    CVPR 2024 ·
    Jia Li
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  46. One-Step Effective Diffusion Network for Real-World Image Super-Resolution
    NeurIPS 2024 ·
    Rongyuan Wu
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  47. Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation
    ECCV 2024 ·
    Pengfei Wang
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  48. Osprey: Pixel Understanding with Visual Instruction Tuning
    CVPR 2024 ·
    Yuqian Yuan
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  49. Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization
    ECCV 2024 ·
    Tao Yang
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  50. Responsible Visual Editing
    ECCV 2024 ·
    Minheng Ni
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  51. SSL: A Self-similarity Loss for Improving Generative Image Super-resolution
    ACM MM 2024 ·
    Du Chen
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  52. ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation
    ECCV 2024 ·
    Zhiyuan Ma
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  53. ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
    ECCV 2024 ·
    Chenhang He
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  54. SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
    CVPR 2024 ·
    Rongyuan Wu
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  55. Self-Supervised Video Desmoking for Laparoscopic Surgery
    ECCV 2024 ·
    Renlong Wu
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  56. Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models
    ECCV 2024 ·
    Ruibin Li
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  57. TAPTRv2: Attention-based Position Update Improves Tracking Any Point
    NeurIPS 2024 ·
    Hongyang Li
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  58. UniVS: Unified and Universal Video Segmentation with Prompts as Queries
    CVPR 2024 ·
    Minghan Li
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  59. Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
    NeurIPS 2024 ·
    Guowen Zhang
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