PPaperPicks

Peng Wang

Northwestern Polytechnical University, School of Computer Science, Xi'an, China

22 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9218-9132 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×6AAAI ×5CVPR ×4ICCV ×3ECCV ×1ICML ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Yanning Zhang
×14
Wei Suo
×7
Shizhou Zhang
×5
Peng Wu
×5
De Cheng
×4
Yinghui Xing
×4
Guansong Pang
×4
Ji Ma
×4
Lin Yuanbo Wu
×4
Mengyang Sun
×3
Xuerong Zhou
×3
Qirui Wu
×2

Papers

  1. Better Matching, Less Forgetting: A Quality-Guided Matcher for Transformer-based Incremental Object Detection
    AAAI 2026 ·
    Qirui Wu
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Yinghui Xing
    ,
    Lingyan Ran
    ,
    Dahu Shi
    , Peng Wang
  2. Do Large Language Models Reason About Uncertainty Like Humans? A Benchmark on Hurricane Forecast Visualization Comprehension
    AAAI 2026 ·
    Le Liu
    ,
    Yuhao Wang
    ,
    Bohan Shen
    ,
    Wei Zeng
    ,
    Shizhou Zhang
    ,
    Di Xu
    , Peng Wang
  3. TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos
    AAAI 2026 ·
    Lingru Zhou
    ,
    Peng Wu
    ,
    Manqing Zhang
    ,
    Qingsheng Wang
    ,
    Guansong Pang
    , Peng Wang
  4. Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
    ICML 2025 ·
    Qirui Wu
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Yinghui Xing
    ,
    Di Xu
    , Peng Wang,
    Yanning Zhang
  5. Gradient Decomposition and Alignment for Incremental Object Detection
    ICCV 2025 ·
    Wenlong Luo
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Yinghui Xing
    ,
    Guoqiang Liang
    , Peng Wang,
    Yanning Zhang
  6. LA-MOTR: End-to-End Multi-Object Tracking by Learnable Association
    ICCV 2025 · Peng Wang,
    Yongcai Wang
    ,
    Hualong Cao
    ,
    Wang Chen
    ,
    Deying Li
  7. Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models
    ACM MM 2025 ·
    Mingyu Fu
    ,
    Wei Suo
    ,
    Ji Ma
    ,
    Lin Yuanbo Wu
    , Peng Wang,
    Yanning Zhang
  8. Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding
    CVPR 2025 ·
    Wei Suo
    ,
    Lijun Zhang
    ,
    Mengyang Sun
    ,
    Lin Yuanbo Wu
    , Peng Wang,
    Yanning Zhang
  9. Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models
    ICCV 2025 ·
    Wei Suo
    ,
    Ji Ma
    ,
    Mengyang Sun
    ,
    Lin Yuanbo Wu
    , Peng Wang,
    Yanning Zhang
  10. SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks
    CVPR 2025 ·
    Shining Wang
    ,
    Yunlong Wang
    ,
    Ruiqi Wu
    ,
    Bingliang Jiao
    ,
    Wenxuan Wang
    , Peng Wang
  11. Short-LVLM: Compressing and Accelerating Large Vision-Language Models by Pruning Redundant Layers
    ACM MM 2025 ·
    Ji Ma
    ,
    Wei Suo
    , Peng Wang,
    Yanning Zhang
  12. Unlocking Generalization Power in LiDAR Point Cloud Registration
    CVPR 2025 ·
    Zhenxuan Zeng
    ,
    Qiao Wu
    ,
    Xiyu Zhang
    ,
    Lin Yuanbo Wu
    ,
    Pei An
    ,
    Jiaqi Yang
    ,
    Ji Wang
    , Peng Wang
  13. VLN-ChEnv: Vision-language Navigation in Changeable Environments
    ACM MM 2025 ·
    Shubo Liu
    ,
    Hongsheng Zhang
    ,
    Qian Qiao
    ,
    Qi Wu
    , Peng Wang
  14. VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval
    AAAI 2025 ·
    Peng Wu
    ,
    Wanshun Su
    ,
    Xiangteng He
    , Peng Wang,
    Yanning Zhang
  15. A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain Gap
    ACM MM 2024 ·
    Lijun Zhang
    ,
    Wei Suo
    , Peng Wang,
    Yanning Zhang
  16. C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning
    IJCAI 2024 ·
    Ji Ma
    ,
    Wei Suo
    , Peng Wang,
    Yanning Zhang
  17. Open-Vocabulary Video Anomaly Detection
    CVPR 2024 ·
    Peng Wu
    ,
    Xuerong Zhou
    ,
    Guansong Pang
    ,
    Yujia Sun
    ,
    Jing Liu
    , Peng Wang,
    Yanning Zhang
  18. Rethinking and Improving Visual Prompt Selection for In-Context Learning Segmentation
    ECCV 2024 ·
    Wei Suo
    ,
    Lanqing Lai
    ,
    Mengyang Sun
    ,
    Hanwang Zhang
    , Peng Wang,
    Yanning Zhang
  19. Sustainable Self-evolution Adversarial Training
    ACM MM 2024 ·
    Wenxuan Wang
    ,
    Chenglei Wang
    ,
    Huihui Qi
    ,
    Menghao Ye
    ,
    Xuelin Qian
    , Peng Wang,
    Yanning Zhang
  20. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
    AAAI 2024 ·
    Peng Wu
    ,
    Xuerong Zhou
    ,
    Guansong Pang
    ,
    Lingru Zhou
    ,
    Qingsen Yan
    , Peng Wang,
    Yanning Zhang
  21. Visual Prompt Tuning in Null Space for Continual Learning
    NeurIPS 2024 ·
    Yue Lu
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Yinghui Xing
    ,
    Nannan Wang
    , Peng Wang,
    Yanning Zhang
  22. Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts
    ACM MM 2024 ·
    Peng Wu
    ,
    Xuerong Zhou
    ,
    Guansong Pang
    ,
    Zhiwei Yang
    ,
    Qingsen Yan
    , Peng Wang,
    Yanning Zhang