PPaperPicks

Lei Zhang

Hong Kong Polytechnic University, Department of Computing

63 papers at tracked venues · 49 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2078-4215 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Lingchen Sun
×11
Rongyuan Wu
×11
Zhengqiang Zhang
×11
Zhiyuan Ma
×7
Wangmeng Zuo
×7
Chenhang He
×6
Liyi Chen
×6
Ruihuang Li
×6
Jie Liang
×6
Shuai Li
×6
Qiaosi Yi
×6
Guowen Zhang
×5

Papers

  1. A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code
    ACL 2026 ·
    Keke Lian
    ,
    Wang Bin
    , Lei Zhang,
    Libo Chen
    ,
    Junjie Wang
    ,
    Ziming Zhao
    ,
    Yujiu Yang
    ,
    Miaoqian Lin
    ,
    Haotong Duan
    ,
    Haoran Zhao
    ,
    Shuang Liao
    ,
    Mingda Guo
    ,
    Jiazheng Quan
    ,
    Yilu Zhong
    ,
    Chenhao He
    ,
    Zichuan Chen
    ,
    Jie Wu
    ,
    Haoling Li
    ,
    Zhaoxuan Li
    ,
    Jiongchi Yu
    ,
    Hui Li
    ,
    Dong Zhang
  2. AlignCVC: Aligning Cross-View Consistency for Single-Image-to-3D Generation
    AAAI 2026 ·
    Xinyue Liang
    ,
    Zhiyuan Ma
    ,
    Lingchen Sun
    ,
    Yanjun Guo
    , Lei Zhang
  3. BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection
    AAAI 2026 ·
    Guowen Zhang
    ,
    Chenhang He
    ,
    Liyi Chen
    , Lei Zhang
  4. Concretely Efficient Correlated Oblivious Permutation
    AsiaCCS 2026 ·
    Feng Han
    ,
    Xiao Lan
    ,
    Weiran Liu
    , Lei Zhang,
    Hao Ren
    ,
    Lin Qu
    ,
    Yuan Hong
  5. Fast Multi-view Consistent 3D Editing with Video Priors
    AAAI 2026 ·
    Liyi Chen
    ,
    Ruihuang Li
    ,
    Guowen Zhang
    ,
    Pengfei Wang
    , Lei Zhang
  6. NebulaSQL: A Large-scale Feature Computation System for Online Recommendation
    SIGMOD 2026 ·
    Zichao Zhang
    ,
    Feng Han
    ,
    Yan Zhang
    ,
    Tianchen Ye
    ,
    Xingyu Wen
    ,
    Shuo Feng
    ,
    Peiying Wang
    ,
    Li Peng
    ,
    Weiran Liu
    ,
    Jiamang Wang
    , Lei Zhang,
    Bo Zheng
    ,
    Lin Qu
  7. Algernon: A Flag-Guided Hybrid Fuzzer for Unlocking Hidden Program Paths
    ASE 2025 ·
    Peng Deng
    , Lei Zhang,
    Jingqi Long
    ,
    Wenzheng Hong
    ,
    Zhemin Yang
    ,
    Yuan Zhang
    ,
    Donglai Zhu
    ,
    Min Yang
  8. BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
    NeurIPS 2025 ·
    Lishen Qu
    ,
    Zhihao Liu
    ,
    Shihao Zhou
    ,
    Yaqi Luo
    ,
    Jie Liang
    ,
    Hui Zeng
    , Lei Zhang,
    Jufeng Yang
  9. DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing
    NeurIPS 2025 ·
    Chenxi Xie
    ,
    Minghan Li
    ,
    Shuai Li
    ,
    Yuhui Wu
    ,
    Qiaosi Yi
    , Lei Zhang
  10. DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
    NeurIPS 2025 ·
    Rongyuan Wu
    ,
    Lingchen Sun
    ,
    Zhengqiang Zhang
    ,
    Shihao Wang
    ,
    Tianhe Wu
    ,
    Qiaosi Yi
    ,
    Shuai Li
    , Lei Zhang
  11. Exploring Static Taint Analysis in LLMs: A Dynamic Benchmarking Framework for Measurement and Enhancement
    ASE 2025 ·
    Haoran Zhao
    , Lei Zhang,
    Keke Lian
    ,
    Fute Sun
    ,
    Bofei Chen
    ,
    Yongheng Liu
    ,
    Zhiyu Wu
    ,
    Yuan Zhang
    ,
    Min Yang
  12. FiVE-Bench: A Fine-Grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models
    ICCV 2025 ·
    Minghan Li
    ,
    Chenxi Xie
    ,
    Yichen Wu
    , Lei Zhang,
    Mengyu Wang
  13. Fine-Structure Preserved Real-World Image Super-Resolution Via Transfer Vae Training
    ICCV 2025 ·
    Qiaosi Yi
    ,
    Shuai Liu
    ,
    Rongyuan Wu
    ,
    Lingchen Sun
    ,
    Yuhui Wu
    , Lei Zhang
  14. FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
    ICLR 2025 ·
    Zhengqiang Zhang
    ,
    Ruihuang Li
    , Lei Zhang
  15. GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation
    NeurIPS 2025 ·
    Zhengqiang Zhang
    ,
    Rongyuan Wu
    ,
    Lingchen Sun
    , Lei Zhang
  16. Generalized and Efficient 2D Gaussian Splatting for Arbitrary-Scale Super-Resolution
    ICCV 2025 ·
    Du Chen
    ,
    Liyi Chen
    ,
    Zhengqiang Zhang
    , Lei Zhang
  17. InsViE-1M: Effective Instruction-Based Video Editing with Elaborate Dataset Construction
    ICCV 2025 ·
    Yuhui Wu
    ,
    Liyi Chen
    ,
    Ruibin Li
    ,
    Shihao Wang
    ,
    Chenxi Xie
    , Lei Zhang
  18. InstructRestore: Region-Customized Image Restoration with Human Instructions
    NeurIPS 2025 ·
    Shuaizheng Liu
    ,
    Jianqi Ma
    ,
    Lingchen Sun
    ,
    Xiangtao Kong
    , Lei Zhang
  19. Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving
    ICCV 2025 ·
    Zixian Guo
    ,
    Ming Liu
    ,
    Qilong Wang
    ,
    Zhilong Ji
    ,
    Jinfeng Bai
    , Lei Zhang,
    Wangmeng Zuo
  20. Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection
    ACM MM 2025 ·
    Wenjie Zhu
    ,
    Yabin Zhang
    ,
    Xin Jin
    ,
    Wenjun Zeng
    , Lei Zhang
  21. LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
    ICLR 2025 ·
    Fangxun Shu
    ,
    Yue Liao
    , Lei Zhang,
    Le Zhuo
    ,
    Chenning Xu
    ,
    Guanghao Zhang
    ,
    Haonan Shi
    ,
    Long Chan
    ,
    Tao Zhong
    ,
    Zhelun Yu
    ,
    Wanggui He
    ,
    Siming Fu
    ,
    Haoyuan Li
    ,
    Si Liu
    ,
    Hongsheng Li
    ,
    Hao Jiang
  22. MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
    AAAI 2025 ·
    Wanggui He
    ,
    Siming Fu
    ,
    Mushui Liu
    ,
    Xierui Wang
    ,
    Wenyi Xiao
    ,
    Fangxun Shu
    ,
    Yi Wang
    , Lei Zhang,
    Zhelun Yu
    ,
    Haoyuan Li
    ,
    Ziwei Huang
    ,
    Leilei Gan
    ,
    Hao Jiang
  23. MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
    NeurIPS 2025 ·
    Bowen Dong
    ,
    Minheng Ni
    ,
    Zitong Huang
    ,
    Guanglei Yang
    ,
    Wangmeng Zuo
    , Lei Zhang
  24. NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
    CVPR 2025 ·
    Jie Liang
    ,
    Radu Timofte
    ,
    Qiaosi Yi
    ,
    Zhengqiang Zhang
    ,
    Shuaizheng Liu
    ,
    Lingchen Sun
    ,
    Rongyuan Wu
    ,
    Xindong Zhang
    ,
    Hui Zeng
    , Lei Zhang,
    Tianyu Hao
    ,
    Lin Wang
    ,
    Zhe Xiao
    ,
    Pengzhou Ji
    ,
    Shupeng Zhong
    ,
    Xiangming Wang
    ,
    Jiaqi Yan
    ,
    Sishun Pan
    ,
    Ce Wang
    ,
    Yibin Huang
    ,
    Zhang Sheng Wang
    ,
    Haobo Liang
    ,
    Zhenghao Pan
    ,
    Jinjian Wu
    ,
    Yushen Zuo
    ,
    Yuanbo Zhou
  25. One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
    NeurIPS 2025 ·
    Yujing Sun
    ,
    Lingchen Sun
    ,
    Shuaizheng Liu
    ,
    Rongyuan Wu
    ,
    Zhengqiang Zhang
    , Lei Zhang
  26. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
    NeurIPS 2025 ·
    Weifeng Lin
    ,
    Xinyu Wei
    ,
    Ruichuan An
    ,
    Tianhe Ren
    ,
    Tingwei Chen
    ,
    Renrui Zhang
    ,
    Ziyu Guo
    ,
    Wentao Zhang
    , Lei Zhang,
    Hongsheng Li
  27. Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach
    CVPR 2025 ·
    Lingchen Sun
    ,
    Rongyuan Wu
    ,
    Zhiyuan Ma
    ,
    Shuaizheng Liu
    ,
    Qiaosi Yi
    , Lei Zhang
  28. Polyline Path Masked Attention for Vision Transformer
    NeurIPS 2025 ·
    Zhongchen Zhao
    ,
    Chaodong Xiao
    ,
    Hui Lin
    ,
    Qi Xie
    , Lei Zhang,
    Deyu Meng
  29. Practical Keyword Private Information Retrieval from Key-to-Index Mappings
    USENIX Security 2025 ·
    Meng Hao
    ,
    Weiran Liu
    ,
    Liqiang Peng
    ,
    Cong Zhang
    ,
    Pengfei Wu
    , Lei Zhang,
    Hongwei Li
    ,
    Robert H. Deng
  30. Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data
    CVPR 2025 ·
    Zhiyuan Ma
    ,
    Xinyue Liang
    ,
    Rongyuan Wu
    ,
    Xiangyu Zhu
    ,
    Zhen Lei
    , Lei Zhang
  31. RORem: Training a Robust Object Remover with Human-in-the-Loop
    CVPR 2025 ·
    Ruibin Li
    ,
    Tao Yang
    ,
    Song Guo
    , Lei Zhang
  32. Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
    NeurIPS 2025 ·
    Yuyang Yu
    ,
    Zhengwei Chen
    ,
    Xuemiao Xu
    , Lei Zhang,
    Haoxin Yang
    ,
    Yongwei Nie
    ,
    Shengfeng He
  33. Reliable and Private Utility Signaling for Data Markets
    SIGMOD 2025 ·
    Li Peng
    ,
    Jiayao Zhang
    ,
    Yihang Wu
    ,
    Weiran Liu
    ,
    Jinfei Liu
    ,
    Zheng Yan
    ,
    Kui Ren
    , Lei Zhang,
    Lin Qu
  34. Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
    ICLR 2025 ·
    Chaodong Xiao
    ,
    Minghan Li
    ,
    Zhengqiang Zhang
    ,
    Deyu Meng
    , Lei Zhang
  35. SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing
    AAAI 2025 ·
    Ruihuang Li
    ,
    Liyi Chen
    ,
    Zhengqiang Zhang
    ,
    Varun Jampani
    ,
    Vishal M. Patel
    , Lei Zhang
  36. Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
    CVPR 2025 ·
    Du Chen
    ,
    Tianhe Wu
    ,
    Kede Ma
    , Lei Zhang
  37. Toward Generalizing Visual Brain Decoding to Unseen Subjects
    ICLR 2025 ·
    Xiangtao Kong
    ,
    Kexin Huang
    ,
    Ping Li
    , Lei Zhang
  38. Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
    ICLR 2025 ·
    Minheng Ni
    ,
    Yutao Fan
    , Lei Zhang,
    Wangmeng Zuo
  39. VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
    NeurIPS 2025 ·
    Tianhe Wu
    ,
    Jian Zou
    ,
    Jie Liang
    , Lei Zhang,
    Kede Ma
  40. A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment
    ECCV 2024 ·
    Tianhe Wu
    ,
    Kede Ma
    ,
    Jie Liang
    ,
    Yujiu Yang
    , Lei Zhang
  41. Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding
    ECCV 2024 ·
    Ruihuang Li
    ,
    Zhengqiang Zhang
    ,
    Chenhang He
    ,
    Zhiyuan Ma
    ,
    Vishal M. Patel
    , Lei Zhang
  42. Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models
    CVPR 2024 ·
    Yabin Zhang
    ,
    Wenjie Zhu
    ,
    Hui Tang
    ,
    Zhiyuan Ma
    ,
    Kaiyang Zhou
    , Lei Zhang
  43. General Geometry-Aware Weakly Supervised 3D Object Detection
    ECCV 2024 ·
    Guowen Zhang
    ,
    Junsong Fan
    ,
    Liyi Chen
    ,
    Zhaoxiang Zhang
    ,
    Zhen Lei
    , Lei Zhang
  44. LAPT: Label-Driven Automated Prompt Tuning for OOD Detection with Vision-Language Models
    ECCV 2024 ·
    Yabin Zhang
    ,
    Wenjie Zhu
    ,
    Chenhang He
    , Lei Zhang
  45. LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning
    MICCAI 2024 ·
    Wei Huang
    ,
    Wei Liu
    ,
    Xiaoming Zhang
    ,
    Xiaoli Yin
    ,
    Xu Han
    ,
    Chunli Li
    ,
    Yuan Gao
    ,
    Yu Shi
    ,
    Le Lu
    ,
    Ling Zhang
    , Lei Zhang,
    Ke Yan
  46. Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory
    SIGMOD 2024 ·
    Xiaochen Li
    ,
    Weiran Liu
    ,
    Jian Lou
    ,
    Yuan Hong
    , Lei Zhang,
    Zhan Qin
    ,
    Kui Ren
  47. MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation
    ECCV 2024 ·
    Yuxiang Wei
    ,
    Zhilong Ji
    ,
    Jinfeng Bai
    ,
    Hongzhi Zhang
    , Lei Zhang,
    Wangmeng Zuo
  48. NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
    CVPR 2024 ·
    Jie Liang
    ,
    Radu Timofte
    ,
    Qiaosi Yi
    ,
    Shuaizheng Liu
    ,
    Lingchen Sun
    ,
    Rongyuan Wu
    ,
    Xindong Zhang
    ,
    Hui Zeng
    , Lei Zhang,
    Yibin Huang
    ,
    Shuai Liu
    ,
    Yongqiang Li
    ,
    Chaoyu Feng
    ,
    Xiaotao Wang
    ,
    Lei Lei
    ,
    Yuxiang Chen
    ,
    Xiangyu Chen
    ,
    Qiubo Chen
    ,
    Fengyu Sun
    ,
    Mengying Cui
    ,
    Jiaxu Chen
    ,
    Zhenyu Hu
    ,
    Jingyun Liu
    ,
    Wenzhuo Ma
    ,
    Ce Wang
    ,
    Hanyou Zheng
    ,
    Wanjie Sun
    ,
    Zhenzhong Chen
    ,
    Ziwei Luo
    ,
    Fredrik K. Gustafsson
    ,
    Zheng Zhao
    ,
    Jens Sjölund
    ,
    Thomas B. Schön
    ,
    Xiong Dun
    ,
    Pengzhou Ji
    ,
    Yujie Xing
    ,
    Xuquan Wang
    ,
    Zhanshan Wang
    ,
    Xinbin Cheng
    ,
    Jun Xiao
    ,
    Chenhang He
    ,
    Xiuyuan Wang
    ,
    Zhi-Song Liu
    ,
    Zimeng Miao
    ,
    Zhicun Yin
    ,
    Ming Liu
    ,
    Wangmeng Zuo
    ,
    Shuai Li
  49. Neural Super-Resolution for Real-Time Rendering with Radiance Demodulation
    CVPR 2024 ·
    Jia Li
    ,
    Ziling Chen
    ,
    Xiaolong Wu
    ,
    Lu Wang
    ,
    Beibei Wang
    , Lei Zhang
  50. One-Step Effective Diffusion Network for Real-World Image Super-Resolution
    NeurIPS 2024 ·
    Rongyuan Wu
    ,
    Lingchen Sun
    ,
    Zhiyuan Ma
    , Lei Zhang
  51. Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation
    ECCV 2024 ·
    Pengfei Wang
    ,
    Yuxi Wang
    ,
    Shuai Li
    ,
    Zhaoxiang Zhang
    ,
    Zhen Lei
    , Lei Zhang
  52. Osprey: Pixel Understanding with Visual Instruction Tuning
    CVPR 2024 ·
    Yuqian Yuan
    ,
    Wentong Li
    ,
    Jian Liu
    ,
    Dongqi Tang
    ,
    Xinjie Luo
    ,
    Chi Qin
    , Lei Zhang,
    Jianke Zhu
  53. Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization
    ECCV 2024 ·
    Tao Yang
    ,
    Rongyuan Wu
    ,
    Peiran Ren
    ,
    Xuansong Xie
    , Lei Zhang
  54. Responsible Visual Editing
    ECCV 2024 ·
    Minheng Ni
    ,
    Yeli Shen
    , Lei Zhang,
    Wangmeng Zuo
  55. SSL: A Self-similarity Loss for Improving Generative Image Super-resolution
    ACM MM 2024 ·
    Du Chen
    ,
    Zhengqiang Zhang
    ,
    Jie Liang
    , Lei Zhang
  56. ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation
    ECCV 2024 ·
    Zhiyuan Ma
    ,
    Yuxiang Wei
    ,
    Yabin Zhang
    ,
    Xiangyu Zhu
    ,
    Zhen Lei
    , Lei Zhang
  57. ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
    ECCV 2024 ·
    Chenhang He
    ,
    Ruihuang Li
    ,
    Guowen Zhang
    , Lei Zhang
  58. SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
    CVPR 2024 ·
    Rongyuan Wu
    ,
    Tao Yang
    ,
    Lingchen Sun
    ,
    Zhengqiang Zhang
    ,
    Shuai Li
    , Lei Zhang
  59. Self-Supervised Video Desmoking for Laparoscopic Surgery
    ECCV 2024 ·
    Renlong Wu
    ,
    Zhilu Zhang
    ,
    Shuohao Zhang
    ,
    Longfei Gou
    ,
    Haobin Chen
    , Lei Zhang,
    Hao Chen
    ,
    Wangmeng Zuo
  60. Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models
    ECCV 2024 ·
    Ruibin Li
    ,
    Ruihuang Li
    ,
    Song Guo
    , Lei Zhang
  61. TAPTRv2: Attention-based Position Update Improves Tracking Any Point
    NeurIPS 2024 ·
    Hongyang Li
    ,
    Hao Zhang
    ,
    Shilong Liu
    ,
    Zhaoyang Zeng
    ,
    Feng Li
    ,
    Bohan Li
    ,
    Tianhe Ren
    , Lei Zhang
  62. UniVS: Unified and Universal Video Segmentation with Prompts as Queries
    CVPR 2024 ·
    Minghan Li
    ,
    Shuai Li
    ,
    Xindong Zhang
    , Lei Zhang
  63. Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
    NeurIPS 2024 ·
    Guowen Zhang
    ,
    Lue Fan
    ,
    Chenhang He
    ,
    Zhen Lei
    ,
    Zhaoxiang Zhang
    , Lei Zhang