PPaperPicks

Bin Chen

Harbin Institute of Technology, Shenzhen, China

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

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Venues

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

Frequent coauthors

Hao Fang
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Yaohua Zha
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Niu Lian
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Zeyi Lu
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Hongyao Yu
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Yichong Xia
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Jinpeng Wang
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Xinhao Zhong
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Taolin Zhang
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Hang Guo
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Chenxi Qing
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Jizhihui Liu
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Papers

  1. C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts
    ACL 2026 ·
    Chenxi Qing
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  2. From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
    ACL 2026 ·
    Niu Lian
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  3. HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models
    ACL 2026 ·
    Jizhihui Liu
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  4. Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation
    ACL 2026 ·
    Shuoyang Sun
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  5. MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts
    WWW 2026 ·
    Zeyi Lu
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  6. Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering
    SIGKDD 2026 ·
    Hongyao Yu
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  7. Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models
    ACL 2026 ·
    Hao Fang
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  8. Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement
    AAAI 2026 ·
    Yichong Xia
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  9. When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models
    ACL 2026 ·
    Xiaoxiao Ma
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  10. 3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
    ICML 2025 ·
    Yujun Huang
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  11. An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
    ICLR 2025 ·
    Xiang Liu
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  12. AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
    CVPR 2025 ·
    Niu Lian
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  13. Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
    ICCV 2025 ·
    Shiyu Qin
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  14. Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
    ICML 2025 ·
    Yuecheng Li
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  15. DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement
    ICLR 2025 ·
    Yichong Xia
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  16. EDPC: Accelerating Lossless Compression via Lightweight Probability Models and Decoupled Parallel Dataflow
    ACM MM 2025 ·
    Zeyi Lu
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  17. Efficient Self-Supervised Video Hashing with Selective State Spaces
    AAAI 2025 ·
    Jinpeng Wang
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  18. Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
    CVPR 2025 ·
    Jinpeng Wang
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  19. Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
    ICCV 2025 ·
    Jun Li
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  20. Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning
    ICRA 2025 ·
    Yujun Liu
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  21. Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
    ICLR 2025 ·
    Xinhao Zhong
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  22. Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
    NeurIPS 2025 ·
    Hao Fang
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  23. Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
    CVPR 2025 ·
    Xinhao Zhong
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  24. ICAS: Detecting Training Data from Autoregressive Image Generative Models
    ACM MM 2025 ·
    Hongyao Yu
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  25. MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds
    EMNLP 2025 ·
    Junxi Wu
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  26. Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
    ACL 2025 ·
    Haomiao Tang
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  27. One Perturbation is Enough: On Generating Universal Adversarial Perturbations Against Vision-Language Pre-Training Models
    ICCV 2025 ·
    Hao Fang
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  28. PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter
    CVPR 2025 ·
    Yaohua Zha
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  29. Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning
    IJCAI 2025 ·
    Yaohua Zha
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  30. Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
    ICLR 2025 ·
    Tianqu Zhuang
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  31. Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
    EMNLP 2025 ·
    Hao Fang
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  32. A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks
    ECCV 2024 ·
    Yixiang Qiu
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  33. BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
    NeurIPS 2024 ·
    Taolin Zhang
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  34. CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
    ECCV 2024 ·
    Hao Fang
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  35. COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation
    NeurIPS 2024 ·
    Ziyuan Zhang
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  36. GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
    AAAI 2024 ·
    Yuting Wang
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  37. GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
    IJCAI 2024 ·
    Yuqiu Xie
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  38. IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection
    ACM MM 2024 ·
    Bolin Jiang
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  39. Invertible Residual Rescaling Models
    IJCAI 2024 ·
    Jinmin Li
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  40. LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
    NeurIPS 2024 ·
    Yaohua Zha
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  41. Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
    NeurIPS 2024 ·
    Hang Guo
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  42. ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
    NeurIPS 2024 ·
    Hang Guo
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  43. Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders
    AAAI 2024 ·
    Yaohua Zha
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  44. Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding
    AAAI 2024 ·
    Taolin Zhang
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