PPaperPicks

Bin Chen

Harbin Institute of Technology, Shenzhen, China

44 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4798-230X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×7NeurIPS ×6AAAI ×5CVPR ×4ICLR ×4ACM MM ×3ICCV ×3IJCAI ×3ECCV ×2EMNLP ×2ICML ×2ICRA ×1SIGKDD ×1WWW ×1

Frequent coauthors

Shu-Tao Xia
×39
Tao Dai
×15
Jinpeng Wang
×13
Hao Fang
×13
Yaowei Wang
×10
Yaohua Zha
×8
Yixiang Qiu
×6
Hongyao Yu
×6
Hao Wu
×6
Niu Lian
×6
Hang Guo
×6
Kuofeng Gao
×5

Papers

  1. C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts
    ACL 2026 ·
    Chenxi Qing
    ,
    Junxi Wu
    ,
    Zheng Liu
    ,
    Yixiang Qiu
    ,
    Hongyao Yu
    , Bin Chen,
    Hao Wu
    ,
    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. HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models
    ACL 2026 ·
    Jizhihui Liu
    ,
    Guangdao Zhu
    ,
    Feiyi Du
    ,
    Niu Lian
    ,
    Jun Li
    , Bin Chen,
    Weili Guan
    ,
    Yaowei Wang
  4. Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation
    ACL 2026 ·
    Shuoyang Sun
    ,
    Jiaxin Hong
    ,
    Yv Zhang
    ,
    Kuofeng Gao
    ,
    Hao Fang
    ,
    Fan Mo
    , Bin Chen,
    Shu-Tao Xia
  5. MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts
    WWW 2026 ·
    Zeyi Lu
    ,
    Xiaoxiao Ma
    ,
    Yujun Huang
    ,
    Minxiao Chen
    , Bin Chen,
    Shu-Tao Xia
  6. Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering
    SIGKDD 2026 ·
    Hongyao Yu
    ,
    Yixiang Qiu
    ,
    Hao Fang
    ,
    Tianqu Zhuang
    , Bin Chen,
    Sijin Yu
    ,
    Bin Wang
    ,
    Shu-Tao Xia
    ,
    Ke Xu
  7. Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models
    ACL 2026 ·
    Hao Fang
    ,
    Xiaohang Sui
    ,
    Hongyao Yu
    ,
    Kuofeng Gao
    ,
    Jiawei Kong
    ,
    Sijin Yu
    , Bin Chen,
    Shu-Tao Xia
  8. Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement
    AAAI 2026 ·
    Yichong Xia
    ,
    Yimin Zhou
    ,
    Jinpeng Wang
    , Bin Chen
  9. When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models
    ACL 2026 ·
    Xiaoxiao Ma
    ,
    Kuofeng Gao
    ,
    Zeyi Lu
    ,
    Wenxi Jiang
    ,
    Hao Fang
    ,
    Hao Wu
    , Bin Chen,
    Shu-Tao Xia
  10. 3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
    ICML 2025 ·
    Yujun Huang
    , Bin Chen,
    Niu Lian
    ,
    Xin Wang
    ,
    Baoyi An
    ,
    Tao Dai
    ,
    Shu-Tao Xia
  11. An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
    ICLR 2025 ·
    Xiang Liu
    , Bin Chen,
    Zimo Liu
    ,
    Yaowei Wang
    ,
    Shu-Tao Xia
  12. 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
  13. 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
  14. Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
    ICML 2025 ·
    Yuecheng Li
    ,
    Lele Fu
    ,
    Tong Wang
    ,
    Jian Lou
    , Bin Chen,
    Lei Yang
    ,
    Jian Shen
    ,
    Zibin Zheng
    ,
    Chuan Chen
  15. 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
  16. EDPC: Accelerating Lossless Compression via Lightweight Probability Models and Decoupled Parallel Dataflow
    ACM MM 2025 ·
    Zeyi Lu
    ,
    Xiaoxiao Ma
    ,
    Yujun Huang
    ,
    Minxiao Chen
    , Bin Chen,
    Baoyi An
    ,
    Shu-Tao Xia
  17. 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
  18. 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
  19. 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
  20. Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning
    ICRA 2025 ·
    Yujun Liu
    ,
    Yaohua Zha
    ,
    Naiqi Li
    ,
    Tao Dai
    , Bin Chen,
    Shu-Tao Xia
  21. Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
    ICLR 2025 ·
    Xinhao Zhong
    , Bin Chen,
    Hao Fang
    ,
    Xulin Gu
    ,
    Shu-Tao Xia
    ,
    En-Hui Yang
  22. Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
    NeurIPS 2025 ·
    Hao Fang
    ,
    Changle Zhou
    ,
    Jiawei Kong
    ,
    Kuofeng Gao
    , Bin Chen,
    Tao Liang
    ,
    Guojun Ma
    ,
    Shu-Tao Xia
  23. Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
    CVPR 2025 ·
    Xinhao Zhong
    ,
    Hao Fang
    , Bin Chen,
    Xulin Gu
    ,
    Meikang Qiu
    ,
    Shuhan Qi
    ,
    Shu-Tao Xia
  24. ICAS: Detecting Training Data from Autoregressive Image Generative Models
    ACM MM 2025 ·
    Hongyao Yu
    ,
    Yixiang Qiu
    ,
    Yiheng Yang
    ,
    Hao Fang
    ,
    Tianqu Zhuang
    ,
    Jiaxin Hong
    , Bin Chen,
    Hao Wu
    ,
    Shu-Tao Xia
  25. 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
  26. 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
  27. One Perturbation is Enough: On Generating Universal Adversarial Perturbations Against Vision-Language Pre-Training Models
    ICCV 2025 ·
    Hao Fang
    ,
    Jiawei Kong
    ,
    Wenbo Yu
    , Bin Chen,
    Jiawei Li
    ,
    Hao Wu
    ,
    Shu-Tao Xia
    ,
    Ke Xu
  28. 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
  29. Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning
    IJCAI 2025 ·
    Yaohua Zha
    ,
    Tao Dai
    ,
    Hang Guo
    ,
    Yanzi Wang
    , Bin Chen,
    Ke Chen
    ,
    Shu-Tao Xia
  30. Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
    ICLR 2025 ·
    Tianqu Zhuang
    ,
    Hongyao Yu
    ,
    Yixiang Qiu
    ,
    Hao Fang
    , Bin Chen,
    Shu-Tao Xia
  31. Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
    EMNLP 2025 ·
    Hao Fang
    ,
    Jiawei Kong
    ,
    Tianqu Zhuang
    ,
    Yixiang Qiu
    ,
    Kuofeng Gao
    , Bin Chen,
    Shu-Tao Xia
    ,
    Yaowei Wang
    ,
    Min Zhang
  32. A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks
    ECCV 2024 ·
    Yixiang Qiu
    ,
    Hao Fang
    ,
    Hongyao Yu
    , Bin Chen,
    Mei Kang Qiu
    ,
    Shu-Tao Xia
  33. 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
  34. CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
    ECCV 2024 ·
    Hao Fang
    ,
    Jiawei Kong
    , Bin Chen,
    Tao Dai
    ,
    Hao Wu
    ,
    Shu-Tao Xia
  35. COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
    NeurIPS 2024 ·
    Ziyuan Zhang
    ,
    Han Qiu
    ,
    Maosen Zhang
    ,
    Jun Liu
    , Bin Chen,
    Tianwei Zhang
    ,
    Hewu Li
  36. 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
  37. GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
    IJCAI 2024 ·
    Yuqiu Xie
    ,
    Bolin Jiang
    ,
    Jiawei Li
    ,
    Naiqi Li
    , Bin Chen,
    Tao Dai
    ,
    Yuang Peng
    ,
    Shu-Tao Xia
  38. IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection
    ACM MM 2024 ·
    Bolin Jiang
    ,
    Yuqiu Xie
    ,
    Jiawei Li
    ,
    Naiqi Li
    , Bin Chen,
    Shu-Tao Xia
  39. Invertible Residual Rescaling Models
    IJCAI 2024 ·
    Jinmin Li
    ,
    Tao Dai
    ,
    Yaohua Zha
    ,
    Yilu Luo
    ,
    Longfei Lu
    , Bin Chen,
    Zhi Wang
    ,
    Shu-Tao Xia
    ,
    Jingyun Zhang
  40. LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
    NeurIPS 2024 ·
    Yaohua Zha
    ,
    Naiqi Li
    ,
    Yanzi Wang
    ,
    Tao Dai
    ,
    Hang Guo
    , Bin Chen,
    Zhi Wang
    ,
    Zhihao Ouyang
    ,
    Shu-Tao Xia
  41. Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
    NeurIPS 2024 ·
    Hang Guo
    ,
    Tao Dai
    ,
    Yuanchao Bai
    , Bin Chen,
    Xudong Ren
    ,
    Zexuan Zhu
    ,
    Shu-Tao Xia
  42. ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
    NeurIPS 2024 ·
    Hang Guo
    ,
    Tao Dai
    ,
    Zhihao Ouyang
    ,
    Taolin Zhang
    ,
    Yaohua Zha
    , Bin Chen,
    Shu-Tao Xia
  43. Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders
    AAAI 2024 ·
    Yaohua Zha
    ,
    Huizhen Ji
    ,
    Jinmin Li
    ,
    Rongsheng Li
    ,
    Tao Dai
    , Bin Chen,
    Zhi Wang
    ,
    Shu-Tao Xia
  44. Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding
    AAAI 2024 ·
    Taolin Zhang
    ,
    Sunan He
    ,
    Tao Dai
    ,
    Zhi Wang
    , Bin Chen,
    Shu-Tao Xia