PPaperPicks

Jinpeng Wang

Tsinghua Shenzhen, International Graduate School, Shenzhen, China

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

DBLP profile ↗ORCID 0000-0002-4352-4897 ↗Homepage ↗

Venues

AAAI ×8CVPR ×3ACL ×2ICCV ×2SIGIR ×2SIGKDD ×2EMNLP ×1ICLR ×1NeurIPS ×1WWW ×1

Frequent coauthors

Shutao Xia
×16
Bin Chen
×13
Yaowei Wang
×7
Guanghao Meng
×6
Tao Dai
×6
Niu Lian
×4
Ruisheng Luo
×4
Long Chen
×4
Jieming Zhu
×4
Yuting Wang
×3
Letian Zhang
×3
Yimin Zhou
×3

Papers

  1. FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction
    SIGIR 2026 ·
    Zenan Dai
    , Jinpeng Wang,
    Junwei Pan
    ,
    Dapeng Liu
    ,
    Lei Xiao
    ,
    Shu-Tao Xia
  2. From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
    ACL 2026 ·
    Niu Lian
    ,
    Yuting Wang
    ,
    Hanshu Yao
    , Jinpeng Wang,
    Bin Chen
    ,
    Yaowei Wang
    ,
    Min Zhang
    ,
    Shu-Tao Xia
  3. HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment
    AAAI 2026 ·
    Letian Zhang
    ,
    Guanghao Meng
    ,
    Xudong Ren
    , Jinpeng Wang
  4. Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
    AAAI 2026 ·
    Haomiao Tang
    , Jinpeng Wang,
    Minyi Zhao
    ,
    Guanghao Meng
    ,
    Ruisheng Luo
    ,
    Long Chen
    ,
    Shu-Tao Xia
  5. Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement
    AAAI 2026 ·
    Guanghao Meng
    , Jinpeng Wang,
    Qian-Wei Wang
    ,
    Xudong Ren
    ,
    Dan Zhao
  6. Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval
    AAAI 2026 ·
    Guanghao Meng
    , Jinpeng Wang,
    Jieming Zhu
    ,
    Letian Zhang
    ,
    Yong Jiang
    ,
    Dan Zhao
    ,
    Qing Li
  7. Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement
    AAAI 2026 ·
    Yichong Xia
    ,
    Yimin Zhou
    , Jinpeng Wang,
    Bin Chen
  8. AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
    CVPR 2025 ·
    Niu Lian
    ,
    Jun Li
    , Jinpeng Wang,
    Ruisheng Luo
    ,
    Yaowei Wang
    ,
    Shu-Tao Xia
    ,
    Bin Chen
  9. Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
    ICCV 2025 ·
    Shiyu Qin
    , Jinpeng Wang,
    Yimin Zhou
    ,
    Bin Chen
    ,
    Tianci Luo
    ,
    Baoyi An
    ,
    Tao Dai
    ,
    Shu-Tao Xia
    ,
    Yaowei Wang
  10. DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement
    ICLR 2025 ·
    Yichong Xia
    ,
    Yimin Zhou
    , Jinpeng Wang,
    Baoyi An
    ,
    Haoqian Wang
    ,
    Yaowei Wang
    ,
    Bin Chen
  11. Efficient Self-Supervised Video Hashing with Selective State Spaces
    AAAI 2025 · Jinpeng Wang,
    Niu Lian
    ,
    Jun Li
    ,
    Yuting Wang
    ,
    Yan Feng
    ,
    Bin Chen
    ,
    Yongbing Zhang
    ,
    Shu-Tao Xia
  12. Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
    CVPR 2025 · Jinpeng Wang,
    Tianci Luo
    ,
    Yaohua Zha
    ,
    Yan Feng
    ,
    Ruisheng Luo
    ,
    Bin Chen
    ,
    Tao Dai
    ,
    Long Chen
    ,
    Yaowei Wang
    ,
    Shu-Tao Xia
  13. Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
    ICCV 2025 ·
    Jun Li
    , Jinpeng Wang,
    Chaolei Tan
    ,
    Niu Lian
    ,
    Long Chen
    ,
    Yaowei Wang
    ,
    Min Zhang
    ,
    Shu-Tao Xia
    ,
    Bin Chen
  14. EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
    AAAI 2025 ·
    Guanghao Meng
    ,
    Sunan He
    , Jinpeng Wang,
    Tao Dai
    ,
    Letian Zhang
    ,
    Jieming Zhu
    ,
    Qing Li
    ,
    Gang Wang
    ,
    Rui Zhang
    ,
    Yong Jiang
  15. MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds
    EMNLP 2025 ·
    Junxi Wu
    , Jinpeng Wang,
    Zheng Liu
    ,
    Bin Chen
    ,
    Dongjian Hu
    ,
    Hao Wu
    ,
    Shu-Tao Xia
  16. Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
    ACL 2025 ·
    Haomiao Tang
    , Jinpeng Wang,
    Yuang Peng
    ,
    Guanghao Meng
    ,
    Ruisheng Luo
    ,
    Bin Chen
    ,
    Long Chen
    ,
    Yaowei Wang
    ,
    Shutao Xia
  17. PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter
    CVPR 2025 ·
    Yaohua Zha
    ,
    Yanzi Wang
    ,
    Hang Guo
    , Jinpeng Wang,
    Tao Dai
    ,
    Bin Chen
    ,
    Zhihao Ouyang
    ,
    Xue Yuerong
    ,
    Ke Chen
    ,
    Shu-Tao Xia
  18. ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences
    SIGKDD 2025 ·
    Xingyu Lu
    , Jinpeng Wang,
    Jieming Zhu
    ,
    Zhicheng Zhang
    ,
    Deqing Zou
    ,
    Hai-Tao Zheng
    ,
    Shu-Tao Xia
    ,
    Rui Zhang
  19. VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
    SIGKDD 2025 ·
    Xingyu Lu
    ,
    Tianke Zhang
    ,
    Chang Meng
    ,
    Xiaobei Wang
    , Jinpeng Wang,
    Yifan Zhang
    ,
    Shisong Tang
    ,
    Changyi Liu
    ,
    Haojie Ding
    ,
    Kaiyu Jiang
    ,
    Kaiyu Tang
    ,
    Bin Wen
    ,
    Hai-Tao Zheng
    ,
    Fan Yang
    ,
    Tingting Gao
    ,
    Di Zhang
    ,
    Kun Gai
  20. BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
    NeurIPS 2024 ·
    Taolin Zhang
    , Jinpeng Wang,
    Hang Guo
    ,
    Tao Dai
    ,
    Bin Chen
    ,
    Shu-Tao Xia
  21. GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
    AAAI 2024 ·
    Yuting Wang
    , Jinpeng Wang,
    Bin Chen
    ,
    Ziyun Zeng
    ,
    Shu-Tao Xia
  22. RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction
    WWW 2024 ·
    Yushen Li
    , Jinpeng Wang,
    Tao Dai
    ,
    Jieming Zhu
    ,
    Jun Yuan
    ,
    Rui Zhang
    ,
    Shu-Tao Xia
  23. ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit
    SIGIR 2024 ·
    Wenjie Li
    ,
    Zhongren Wang
    , Jinpeng Wang,
    Shutao Xia
    ,
    Jile Zhu
    ,
    Mingjian Chen
    ,
    Jiangke Fan
    ,
    Jia Cheng
    ,
    Jun Lei