PPaperPicks

Shu-Tao Xia

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

DBLP profile ↗ORCID search ↗

Venues

AAAI ×12CVPR ×9ICLR ×8ACL ×7NeurIPS ×7IJCAI ×5ACM MM ×4ECCV ×4ICCV ×4ICML ×4WWW ×4EMNLP ×2SIGIR ×2SIGKDD ×2ICRA ×1

Frequent coauthors

Hang Guo
DBLP profile ↗ORCID search ↗
×6
Yaohua Zha
DBLP profile ↗ORCID search ↗
×5
Hao Fang
DBLP profile ↗ORCID search ↗
×5
Tao Dai
DBLP profile ↗ORCID search ↗
×3
Taolin Zhang
DBLP profile ↗ORCID search ↗
×3
Niu Lian
DBLP profile ↗ORCID search ↗
×2
Haomiao Tang
DBLP profile ↗ORCID search ↗
×2
Zeyi Lu
DBLP profile ↗ORCID search ↗
×2
Hongyao Yu
DBLP profile ↗ORCID search ↗
×2
Wenjie Li
DBLP profile ↗ORCID search ↗
×2
Kuofeng Gao
DBLP profile ↗ORCID search ↗
×2
Peiyuan Liu
DBLP profile ↗ORCID search ↗
×2

Papers

  1. C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts
    ACL 2026 ·
    Chenxi Qing
    DBLP profile ↗ORCID search ↗
  2. CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection
    AAAI 2026 ·
    Yaohua Zha
    DBLP profile ↗ORCID search ↗
  3. FEDIN: Frequency-Enhanced Deep Interest Network for Click-Through Rate Prediction
    SIGIR 2026 ·
    Zenan Dai
    DBLP profile ↗ORCID search ↗
  4. From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
    ACL 2026 ·
    Niu Lian
    DBLP profile ↗ORCID search ↗
  5. Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
    AAAI 2026 ·
    Haomiao Tang
    DBLP profile ↗ORCID search ↗
  6. Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
    AAAI 2026 ·
    Yuxuan Chou
    DBLP profile ↗ORCID search ↗
  7. Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation
    ACL 2026 ·
    Shuoyang Sun
    DBLP profile ↗ORCID search ↗
  8. MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts
    WWW 2026 ·
    Zeyi Lu
    DBLP profile ↗ORCID search ↗
  9. Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering
    SIGKDD 2026 ·
    Hongyao Yu
    DBLP profile ↗ORCID search ↗
  10. Retrievals Can Be Detrimental: Unveiling the Backdoor Vulnerability of Retrieval-Augmented Diffusion Models
    ACL 2026 ·
    Hao Fang
    DBLP profile ↗ORCID search ↗
  11. Vertical Semi-Federated Learning for Efficient Online Advertising
    WWW 2026 ·
    Wenjie Li
    DBLP profile ↗ORCID search ↗
  12. When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models
    ACL 2026 ·
    Xiaoxiao Ma
    DBLP profile ↗ORCID search ↗
  13. 3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
    ICML 2025 ·
    Yujun Huang
    DBLP profile ↗ORCID search ↗
  14. Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception
    CVPR 2025 ·
    Baixuan Lv
    DBLP profile ↗ORCID search ↗
  15. An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
    ICLR 2025 ·
    Xiang Liu
    DBLP profile ↗ORCID search ↗
  16. AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
    CVPR 2025 ·
    Niu Lian
    DBLP profile ↗ORCID search ↗
  17. Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
    ACL 2025 ·
    Kuofeng Gao
    DBLP profile ↗ORCID search ↗
  18. CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
    AAAI 2025 ·
    Peiyuan Liu
    DBLP profile ↗ORCID search ↗
  19. Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression
    ICCV 2025 ·
    Shiyu Qin
    DBLP profile ↗ORCID search ↗
  20. Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution
    AAAI 2025 ·
    Jiarui Yang
    DBLP profile ↗ORCID search ↗
  21. DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
    ICLR 2025 ·
    Yuang Peng
    DBLP profile ↗ORCID search ↗
  22. EDPC: Accelerating Lossless Compression via Lightweight Probability Models and Decoupled Parallel Dataflow
    ACM MM 2025 ·
    Zeyi Lu
    DBLP profile ↗ORCID search ↗
  23. Efficient Differentiable Approximation of Generalized Low-rank Regularization
    IJCAI 2025 ·
    Naiqi Li
    DBLP profile ↗ORCID search ↗
  24. Efficient Self-Supervised Video Hashing with Selective State Spaces
    AAAI 2025 ·
    Jinpeng Wang
    DBLP profile ↗ORCID search ↗
  25. Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
    CVPR 2025 ·
    Jinpeng Wang
    DBLP profile ↗ORCID search ↗
  26. Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
    ICCV 2025 ·
    Jun Li
    DBLP profile ↗ORCID search ↗
  27. Error-quantified Conformal Inference for Time Series
    ICLR 2025 ·
    Junxi Wu
    DBLP profile ↗ORCID search ↗
  28. Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning
    ICRA 2025 ·
    Yujun Liu
    DBLP profile ↗ORCID search ↗
  29. FastVAR: Linear Visual Autoregressive Modeling Via Cached Token Pruning
    ICCV 2025 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  30. GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud
    AAAI 2025 ·
    Tao Dai
    DBLP profile ↗ORCID search ↗
  31. Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
    ICLR 2025 ·
    Xinhao Zhong
    DBLP profile ↗ORCID search ↗
  32. Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
    NeurIPS 2025 ·
    Hao Fang
    DBLP profile ↗ORCID search ↗
  33. Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
    CVPR 2025 ·
    Xinhao Zhong
    DBLP profile ↗ORCID search ↗
  34. ICAS: Detecting Training Data from Autoregressive Image Generative Models
    ACM MM 2025 ·
    Hongyao Yu
    DBLP profile ↗ORCID search ↗
  35. IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
    ICML 2025 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  36. MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns
    WWW 2025 ·
    YuJun Liu
    DBLP profile ↗ORCID search ↗
  37. MambaIRv2: Attentive State Space Restoration
    CVPR 2025 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  38. MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds
    EMNLP 2025 ·
    Junxi Wu
    DBLP profile ↗ORCID search ↗
  39. Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
    ACL 2025 ·
    Haomiao Tang
    DBLP profile ↗ORCID search ↗
  40. One Perturbation is Enough: On Generating Universal Adversarial Perturbations Against Vision-Language Pre-Training Models
    ICCV 2025 ·
    Hao Fang
    DBLP profile ↗ORCID search ↗
  41. PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter
    CVPR 2025 ·
    Yaohua Zha
    DBLP profile ↗ORCID search ↗
  42. Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning
    IJCAI 2025 ·
    Yaohua Zha
    DBLP profile ↗ORCID search ↗
  43. Pre-Trained Vision-Language Models as Noisy Partial Annotators
    AAAI 2025 ·
    Qian-Wei Wang
    DBLP profile ↗ORCID search ↗
  44. Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations
    CVPR 2025 ·
    Haitong Liu
    DBLP profile ↗ORCID search ↗
  45. ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences
    SIGKDD 2025 ·
    Xingyu Lu
    DBLP profile ↗ORCID search ↗
  46. Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
    ICLR 2025 ·
    Tianqu Zhuang
    DBLP profile ↗ORCID search ↗
  47. TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
    ICML 2025 ·
    Peiyuan Liu
    DBLP profile ↗ORCID search ↗
  48. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
    ICML 2025 ·
    Yifan Hu
    DBLP profile ↗ORCID search ↗
  49. Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors
    EMNLP 2025 ·
    Hao Fang
    DBLP profile ↗ORCID search ↗
  50. A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks
    ECCV 2024 ·
    Yixiang Qiu
    DBLP profile ↗ORCID search ↗
  51. BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP
    CVPR 2024 ·
    Jiawang Bai
    DBLP profile ↗ORCID search ↗
  52. BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
    NeurIPS 2024 ·
    Taolin Zhang
    DBLP profile ↗ORCID search ↗
  53. Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling
    IJCAI 2024 ·
    Jinmin Li
    DBLP profile ↗ORCID search ↗
  54. CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
    ECCV 2024 ·
    Hao Fang
    DBLP profile ↗ORCID search ↗
  55. Controller-Guided Partial Label Consistency Regularization with Unlabeled Data
    AAAI 2024 ·
    Qian-Wei Wang
    DBLP profile ↗ORCID search ↗
  56. DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
    NeurIPS 2024 ·
    Tao Dai
    DBLP profile ↗ORCID search ↗
  57. Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
    NeurIPS 2024 ·
    Keji He
    DBLP profile ↗ORCID search ↗
  58. GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval
    AAAI 2024 ·
    Yuting Wang
    DBLP profile ↗ORCID search ↗
  59. GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
    IJCAI 2024 ·
    Yuqiu Xie
    DBLP profile ↗ORCID search ↗
  60. IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection
    ACM MM 2024 ·
    Bolin Jiang
    DBLP profile ↗ORCID search ↗
  61. Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
    ICLR 2024 ·
    Kuofeng Gao
    DBLP profile ↗ORCID search ↗
  62. Invertible Residual Rescaling Models
    IJCAI 2024 ·
    Jinmin Li
    DBLP profile ↗ORCID search ↗
  63. LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
    NeurIPS 2024 ·
    Yaohua Zha
    DBLP profile ↗ORCID search ↗
  64. Large Point-to-Gaussian Model for Image-to-3D Generation
    ACM MM 2024 ·
    Longfei Lu
    DBLP profile ↗ORCID search ↗
  65. MambaIR: A Simple Baseline for Image Restoration with State-Space Model
    ECCV 2024 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  66. Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers
    CVPR 2024 ·
    Sheng Yang
    DBLP profile ↗ORCID search ↗
  67. Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
    NeurIPS 2024 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  68. Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach
    ECCV 2024 ·
    Taolin Zhang
    DBLP profile ↗ORCID search ↗
  69. Periodicity Decoupling Framework for Long-term Series Forecasting
    ICLR 2024 ·
    Tao Dai
    DBLP profile ↗ORCID search ↗
  70. RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction
    WWW 2024 ·
    Yushen Li
    DBLP profile ↗ORCID search ↗
  71. ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
    NeurIPS 2024 ·
    Hang Guo
    DBLP profile ↗ORCID search ↗
  72. ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit
    SIGIR 2024 ·
    Wenjie Li
    DBLP profile ↗ORCID search ↗
  73. Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders
    AAAI 2024 ·
    Yaohua Zha
    DBLP profile ↗ORCID search ↗
  74. Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark
    ICLR 2024 ·
    Mengxi Ya
    DBLP profile ↗ORCID search ↗
  75. Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding
    AAAI 2024 ·
    Taolin Zhang
    DBLP profile ↗ORCID search ↗